id sid tid token lemma pos cord-308249-es948mux 1 1 key key NN cord-308249-es948mux 1 2 : : : cord-308249-es948mux 2 1 cord-308249-es948mux cord-308249-es948mux CD cord-308249-es948mux 2 2 authors author NNS cord-308249-es948mux 2 3 : : : cord-308249-es948mux 2 4 Dokuka Dokuka NNP cord-308249-es948mux 2 5 , , , cord-308249-es948mux 2 6 Sofia Sofia NNP cord-308249-es948mux 2 7 ; ; : cord-308249-es948mux 2 8 Valeeva Valeeva NNP cord-308249-es948mux 2 9 , , , cord-308249-es948mux 2 10 Diliara Diliara NNP cord-308249-es948mux 2 11 ; ; : cord-308249-es948mux 2 12 Yudkevich Yudkevich NNP cord-308249-es948mux 2 13 , , , cord-308249-es948mux 2 14 Maria Maria NNP cord-308249-es948mux 2 15 title title NN cord-308249-es948mux 2 16 : : : cord-308249-es948mux 3 1 How how WRB cord-308249-es948mux 3 2 academic academic JJ cord-308249-es948mux 3 3 achievement achievement NN cord-308249-es948mux 3 4 spreads spread VBZ cord-308249-es948mux 3 5 : : : cord-308249-es948mux 3 6 The the DT cord-308249-es948mux 3 7 role role NN cord-308249-es948mux 3 8 of of IN cord-308249-es948mux 3 9 distinct distinct JJ cord-308249-es948mux 3 10 social social JJ cord-308249-es948mux 3 11 networks network NNS cord-308249-es948mux 3 12 in in IN cord-308249-es948mux 3 13 academic academic JJ cord-308249-es948mux 3 14 performance performance NN cord-308249-es948mux 3 15 diffusion diffusion NN cord-308249-es948mux 3 16 date date NN cord-308249-es948mux 3 17 : : : cord-308249-es948mux 3 18 2020 2020 CD cord-308249-es948mux 3 19 - - HYPH cord-308249-es948mux 3 20 07 07 CD cord-308249-es948mux 3 21 - - HYPH cord-308249-es948mux 3 22 27 27 CD cord-308249-es948mux 3 23 journal journal NN cord-308249-es948mux 3 24 : : : cord-308249-es948mux 3 25 PLoS PLoS NNP cord-308249-es948mux 3 26 One one CD cord-308249-es948mux 3 27 DOI DOI NNP cord-308249-es948mux 3 28 : : : cord-308249-es948mux 3 29 10.1371 10.1371 CD cord-308249-es948mux 3 30 / / SYM cord-308249-es948mux 3 31 journal.pone.0236737 journal.pone.0236737 NN cord-308249-es948mux 3 32 sha sha NNP cord-308249-es948mux 3 33 : : : cord-308249-es948mux 3 34 cd7128bccaa8c9ac0f98da48d995ecff46ca4137 cd7128bccaa8c9ac0f98da48d995ecff46ca4137 NNP cord-308249-es948mux 3 35 doc_id doc_id NNPS cord-308249-es948mux 3 36 : : : cord-308249-es948mux 3 37 308249 308249 CD cord-308249-es948mux 3 38 cord_uid cord_uid NNS cord-308249-es948mux 3 39 : : : cord-308249-es948mux 3 40 es948mux es948mux NNP cord-308249-es948mux 3 41 Behavior Behavior NNP cord-308249-es948mux 3 42 diffusion diffusion NN cord-308249-es948mux 3 43 through through IN cord-308249-es948mux 3 44 social social JJ cord-308249-es948mux 3 45 networks network NNS cord-308249-es948mux 3 46 is be VBZ cord-308249-es948mux 3 47 a a DT cord-308249-es948mux 3 48 key key JJ cord-308249-es948mux 3 49 social social JJ cord-308249-es948mux 3 50 process process NN cord-308249-es948mux 3 51 . . . cord-308249-es948mux 4 1 It -PRON- PRP cord-308249-es948mux 4 2 may may MD cord-308249-es948mux 4 3 be be VB cord-308249-es948mux 4 4 guided guide VBN cord-308249-es948mux 4 5 by by IN cord-308249-es948mux 4 6 various various JJ cord-308249-es948mux 4 7 factors factor NNS cord-308249-es948mux 4 8 such such JJ cord-308249-es948mux 4 9 as as IN cord-308249-es948mux 4 10 network network NN cord-308249-es948mux 4 11 topology topology NN cord-308249-es948mux 4 12 , , , cord-308249-es948mux 4 13 type type NN cord-308249-es948mux 4 14 of of IN cord-308249-es948mux 4 15 propagated propagate VBN cord-308249-es948mux 4 16 behavior behavior NN cord-308249-es948mux 4 17 , , , cord-308249-es948mux 4 18 and and CC cord-308249-es948mux 4 19 the the DT cord-308249-es948mux 4 20 strength strength NN cord-308249-es948mux 4 21 of of IN cord-308249-es948mux 4 22 network network NN cord-308249-es948mux 4 23 connections connection NNS cord-308249-es948mux 4 24 . . . cord-308249-es948mux 5 1 In in IN cord-308249-es948mux 5 2 this this DT cord-308249-es948mux 5 3 paper paper NN cord-308249-es948mux 5 4 , , , cord-308249-es948mux 5 5 we -PRON- PRP cord-308249-es948mux 5 6 claim claim VBP cord-308249-es948mux 5 7 that that IN cord-308249-es948mux 5 8 the the DT cord-308249-es948mux 5 9 type type NN cord-308249-es948mux 5 10 of of IN cord-308249-es948mux 5 11 social social JJ cord-308249-es948mux 5 12 interactions interaction NNS cord-308249-es948mux 5 13 is be VBZ cord-308249-es948mux 5 14 also also RB cord-308249-es948mux 5 15 an an DT cord-308249-es948mux 5 16 important important JJ cord-308249-es948mux 5 17 ingredient ingredient NN cord-308249-es948mux 5 18 of of IN cord-308249-es948mux 5 19 behavioral behavioral JJ cord-308249-es948mux 5 20 diffusion diffusion NN cord-308249-es948mux 5 21 . . . cord-308249-es948mux 6 1 We -PRON- PRP cord-308249-es948mux 6 2 examine examine VBP cord-308249-es948mux 6 3 the the DT cord-308249-es948mux 6 4 spread spread NN cord-308249-es948mux 6 5 of of IN cord-308249-es948mux 6 6 academic academic JJ cord-308249-es948mux 6 7 achievements achievement NNS cord-308249-es948mux 6 8 of of IN cord-308249-es948mux 6 9 first first JJ cord-308249-es948mux 6 10 - - HYPH cord-308249-es948mux 6 11 year year NN cord-308249-es948mux 6 12 undergraduate undergraduate JJ cord-308249-es948mux 6 13 students student NNS cord-308249-es948mux 6 14 through through IN cord-308249-es948mux 6 15 friendship friendship NN cord-308249-es948mux 6 16 and and CC cord-308249-es948mux 6 17 study study NN cord-308249-es948mux 6 18 assistance assistance NN cord-308249-es948mux 6 19 networks network NNS cord-308249-es948mux 6 20 , , , cord-308249-es948mux 6 21 applying apply VBG cord-308249-es948mux 6 22 stochastic stochastic JJ cord-308249-es948mux 6 23 actor actor NN cord-308249-es948mux 6 24 - - HYPH cord-308249-es948mux 6 25 oriented orient VBN cord-308249-es948mux 6 26 modeling modeling NN cord-308249-es948mux 6 27 . . . cord-308249-es948mux 7 1 We -PRON- PRP cord-308249-es948mux 7 2 show show VBP cord-308249-es948mux 7 3 that that IN cord-308249-es948mux 7 4 informal informal JJ cord-308249-es948mux 7 5 social social JJ cord-308249-es948mux 7 6 connections connection NNS cord-308249-es948mux 7 7 transmit transmit VBP cord-308249-es948mux 7 8 performance performance NN cord-308249-es948mux 7 9 while while IN cord-308249-es948mux 7 10 instrumental instrumental JJ cord-308249-es948mux 7 11 connections connection NNS cord-308249-es948mux 7 12 do do VBP cord-308249-es948mux 7 13 not not RB cord-308249-es948mux 7 14 . . . cord-308249-es948mux 8 1 The the DT cord-308249-es948mux 8 2 results result NNS cord-308249-es948mux 8 3 highlight highlight VBP cord-308249-es948mux 8 4 the the DT cord-308249-es948mux 8 5 importance importance NN cord-308249-es948mux 8 6 of of IN cord-308249-es948mux 8 7 friendship friendship NN cord-308249-es948mux 8 8 in in IN cord-308249-es948mux 8 9 educational educational JJ cord-308249-es948mux 8 10 environments environment NNS cord-308249-es948mux 8 11 and and CC cord-308249-es948mux 8 12 contribute contribute VB cord-308249-es948mux 8 13 to to IN cord-308249-es948mux 8 14 debates debate NNS cord-308249-es948mux 8 15 on on IN cord-308249-es948mux 8 16 the the DT cord-308249-es948mux 8 17 behavior behavior NN cord-308249-es948mux 8 18 spread spread VBN cord-308249-es948mux 8 19 in in IN cord-308249-es948mux 8 20 social social JJ cord-308249-es948mux 8 21 networks network NNS cord-308249-es948mux 8 22 . . . cord-308249-es948mux 9 1 Social social JJ cord-308249-es948mux 9 2 environment environment NN cord-308249-es948mux 9 3 has have VBZ cord-308249-es948mux 9 4 a a DT cord-308249-es948mux 9 5 significant significant JJ cord-308249-es948mux 9 6 impact impact NN cord-308249-es948mux 9 7 on on IN cord-308249-es948mux 9 8 individual individual JJ cord-308249-es948mux 9 9 decisions decision NNS cord-308249-es948mux 9 10 and and CC cord-308249-es948mux 9 11 behavior behavior NN cord-308249-es948mux 9 12 [ [ -LRB- cord-308249-es948mux 9 13 1 1 CD cord-308249-es948mux 9 14 ] ] -RRB- cord-308249-es948mux 9 15 [ [ -LRB- cord-308249-es948mux 9 16 2 2 CD cord-308249-es948mux 9 17 ] ] -RRB- cord-308249-es948mux 9 18 [ [ -LRB- cord-308249-es948mux 9 19 3 3 CD cord-308249-es948mux 9 20 ] ] -RRB- cord-308249-es948mux 9 21 . . . cord-308249-es948mux 10 1 People People NNS cord-308249-es948mux 10 2 tend tend VBP cord-308249-es948mux 10 3 to to TO cord-308249-es948mux 10 4 assimilate assimilate VB cord-308249-es948mux 10 5 the the DT cord-308249-es948mux 10 6 behavior behavior NN cord-308249-es948mux 10 7 , , , cord-308249-es948mux 10 8 social social JJ cord-308249-es948mux 10 9 norms norm NNS cord-308249-es948mux 10 10 , , , cord-308249-es948mux 10 11 and and CC cord-308249-es948mux 10 12 habits habit NNS cord-308249-es948mux 10 13 of of IN cord-308249-es948mux 10 14 their -PRON- PRP$ cord-308249-es948mux 10 15 friends friend NNS cord-308249-es948mux 10 16 and and CC cord-308249-es948mux 10 17 peers peer NNS cord-308249-es948mux 10 18 . . . cord-308249-es948mux 11 1 It -PRON- PRP cord-308249-es948mux 11 2 is be VBZ cord-308249-es948mux 11 3 empirically empirically RB cord-308249-es948mux 11 4 shown show VBN cord-308249-es948mux 11 5 that that IN cord-308249-es948mux 11 6 social social JJ cord-308249-es948mux 11 7 interactions interaction NNS cord-308249-es948mux 11 8 play play VBP cord-308249-es948mux 11 9 a a DT cord-308249-es948mux 11 10 key key JJ cord-308249-es948mux 11 11 role role NN cord-308249-es948mux 11 12 in in IN cord-308249-es948mux 11 13 the the DT cord-308249-es948mux 11 14 spread spread NN cord-308249-es948mux 11 15 of of IN cord-308249-es948mux 11 16 innovations innovation NNS cord-308249-es948mux 11 17 [ [ -LRB- cord-308249-es948mux 11 18 4 4 CD cord-308249-es948mux 11 19 ] ] -RRB- cord-308249-es948mux 11 20 , , , cord-308249-es948mux 11 21 health health NN cord-308249-es948mux 11 22 - - HYPH cord-308249-es948mux 11 23 related relate VBN cord-308249-es948mux 11 24 behavior behavior NN cord-308249-es948mux 11 25 [ [ -LRB- cord-308249-es948mux 11 26 5 5 CD cord-308249-es948mux 11 27 , , , cord-308249-es948mux 11 28 6 6 CD cord-308249-es948mux 11 29 ] ] -RRB- cord-308249-es948mux 11 30 , , , cord-308249-es948mux 11 31 alcohol alcohol NN cord-308249-es948mux 11 32 consumption consumption NN cord-308249-es948mux 11 33 and and CC cord-308249-es948mux 11 34 smoking smoking NN cord-308249-es948mux 11 35 [ [ -LRB- cord-308249-es948mux 11 36 7 7 CD cord-308249-es948mux 11 37 , , , cord-308249-es948mux 11 38 8 8 CD cord-308249-es948mux 11 39 ] ] -RRB- cord-308249-es948mux 11 40 , , , cord-308249-es948mux 11 41 delinquent delinquent JJ cord-308249-es948mux 11 42 behavior behavior NN cord-308249-es948mux 11 43 [ [ -LRB- cord-308249-es948mux 11 44 9 9 CD cord-308249-es948mux 11 45 , , , cord-308249-es948mux 11 46 10 10 CD cord-308249-es948mux 11 47 ] ] -RRB- cord-308249-es948mux 11 48 , , , cord-308249-es948mux 11 49 happiness happiness NN cord-308249-es948mux 11 50 [ [ -LRB- cord-308249-es948mux 11 51 11 11 CD cord-308249-es948mux 11 52 ] ] -RRB- cord-308249-es948mux 11 53 , , , cord-308249-es948mux 11 54 political political JJ cord-308249-es948mux 11 55 views view NNS cord-308249-es948mux 11 56 [ [ -LRB- cord-308249-es948mux 11 57 12 12 CD cord-308249-es948mux 11 58 , , , cord-308249-es948mux 11 59 13 13 CD cord-308249-es948mux 11 60 ] ] -RRB- cord-308249-es948mux 11 61 , , , cord-308249-es948mux 11 62 cultural cultural JJ cord-308249-es948mux 11 63 tastes taste NNS cord-308249-es948mux 11 64 [ [ -LRB- cord-308249-es948mux 11 65 14 14 CD cord-308249-es948mux 11 66 ] ] -RRB- cord-308249-es948mux 11 67 , , , cord-308249-es948mux 11 68 academic academic JJ cord-308249-es948mux 11 69 performance performance NN cord-308249-es948mux 11 70 [ [ -LRB- cord-308249-es948mux 11 71 15 15 CD cord-308249-es948mux 11 72 ] ] -RRB- cord-308249-es948mux 11 73 [ [ -LRB- cord-308249-es948mux 11 74 16 16 CD cord-308249-es948mux 11 75 ] ] -RRB- cord-308249-es948mux 12 1 [ [ -LRB- cord-308249-es948mux 12 2 17 17 CD cord-308249-es948mux 12 3 ] ] -RRB- cord-308249-es948mux 12 4 [ [ -LRB- cord-308249-es948mux 12 5 18 18 CD cord-308249-es948mux 12 6 ] ] -RRB- cord-308249-es948mux 12 7 [ [ -LRB- cord-308249-es948mux 12 8 19 19 CD cord-308249-es948mux 12 9 ] ] -RRB- cord-308249-es948mux 12 10 . . . cord-308249-es948mux 13 1 Although although IN cord-308249-es948mux 13 2 there there EX cord-308249-es948mux 13 3 is be VBZ cord-308249-es948mux 13 4 an an DT cord-308249-es948mux 13 5 extensive extensive JJ cord-308249-es948mux 13 6 body body NN cord-308249-es948mux 13 7 of of IN cord-308249-es948mux 13 8 research research NN cord-308249-es948mux 13 9 showing show VBG cord-308249-es948mux 13 10 that that IN cord-308249-es948mux 13 11 a a DT cord-308249-es948mux 13 12 large large JJ cord-308249-es948mux 13 13 proportion proportion NN cord-308249-es948mux 13 14 of of IN cord-308249-es948mux 13 15 social social JJ cord-308249-es948mux 13 16 practices practice NNS cord-308249-es948mux 13 17 disseminates disseminate VBZ cord-308249-es948mux 13 18 across across IN cord-308249-es948mux 13 19 social social JJ cord-308249-es948mux 13 20 networks network NNS cord-308249-es948mux 13 21 [ [ -LRB- cord-308249-es948mux 13 22 3 3 CD cord-308249-es948mux 13 23 ] ] -RRB- cord-308249-es948mux 13 24 , , , cord-308249-es948mux 13 25 the the DT cord-308249-es948mux 13 26 question question NN cord-308249-es948mux 13 27 of of IN cord-308249-es948mux 13 28 what what WP cord-308249-es948mux 13 29 types type NNS cord-308249-es948mux 13 30 of of IN cord-308249-es948mux 13 31 social social JJ cord-308249-es948mux 13 32 contacts contact NNS cord-308249-es948mux 13 33 cause cause VB cord-308249-es948mux 13 34 the the DT cord-308249-es948mux 13 35 spread spread NN cord-308249-es948mux 13 36 of of IN cord-308249-es948mux 13 37 specific specific JJ cord-308249-es948mux 13 38 behavior behavior NN cord-308249-es948mux 13 39 remains remain VBZ cord-308249-es948mux 13 40 open open JJ cord-308249-es948mux 13 41 [ [ -LRB- cord-308249-es948mux 13 42 1 1 CD cord-308249-es948mux 13 43 , , , cord-308249-es948mux 13 44 20 20 CD cord-308249-es948mux 13 45 ] ] -RRB- cord-308249-es948mux 13 46 . . . cord-308249-es948mux 14 1 In in IN cord-308249-es948mux 14 2 this this DT cord-308249-es948mux 14 3 paper paper NN cord-308249-es948mux 14 4 , , , cord-308249-es948mux 14 5 we -PRON- PRP cord-308249-es948mux 14 6 analyze analyze VBP cord-308249-es948mux 14 7 the the DT cord-308249-es948mux 14 8 diffusion diffusion NN cord-308249-es948mux 14 9 of of IN cord-308249-es948mux 14 10 academic academic JJ cord-308249-es948mux 14 11 performance performance NN cord-308249-es948mux 14 12 across across IN cord-308249-es948mux 14 13 different different JJ cord-308249-es948mux 14 14 types type NNS cord-308249-es948mux 14 15 of of IN cord-308249-es948mux 14 16 student student NN cord-308249-es948mux 14 17 social social JJ cord-308249-es948mux 14 18 networks network NNS cord-308249-es948mux 14 19 . . . cord-308249-es948mux 15 1 While while IN cord-308249-es948mux 15 2 these these DT cord-308249-es948mux 15 3 social social JJ cord-308249-es948mux 15 4 networks network NNS cord-308249-es948mux 15 5 are be VBP cord-308249-es948mux 15 6 extensively extensively RB cord-308249-es948mux 15 7 studied study VBN cord-308249-es948mux 15 8 in in IN cord-308249-es948mux 15 9 the the DT cord-308249-es948mux 15 10 literature literature NN cord-308249-es948mux 15 11 [ [ -LRB- cord-308249-es948mux 15 12 15 15 CD cord-308249-es948mux 15 13 ] ] -RRB- cord-308249-es948mux 15 14 [ [ -LRB- cord-308249-es948mux 15 15 16 16 CD cord-308249-es948mux 15 16 ] ] -RRB- cord-308249-es948mux 15 17 [ [ -LRB- cord-308249-es948mux 15 18 17 17 CD cord-308249-es948mux 15 19 ] ] -RRB- cord-308249-es948mux 15 20 [ [ -LRB- cord-308249-es948mux 15 21 18 18 CD cord-308249-es948mux 15 22 ] ] -RRB- cord-308249-es948mux 15 23 21 21 CD cord-308249-es948mux 15 24 , , , cord-308249-es948mux 15 25 22 22 CD cord-308249-es948mux 15 26 ] ] -RRB- cord-308249-es948mux 15 27 , , , cord-308249-es948mux 15 28 there there EX cord-308249-es948mux 15 29 is be VBZ cord-308249-es948mux 15 30 a a DT cord-308249-es948mux 15 31 lack lack NN cord-308249-es948mux 15 32 of of IN cord-308249-es948mux 15 33 agreement agreement NN cord-308249-es948mux 15 34 on on IN cord-308249-es948mux 15 35 whether whether IN cord-308249-es948mux 15 36 social social JJ cord-308249-es948mux 15 37 networks network NNS cord-308249-es948mux 15 38 are be VBP cord-308249-es948mux 15 39 effective effective JJ cord-308249-es948mux 15 40 channels channel NNS cord-308249-es948mux 15 41 for for IN cord-308249-es948mux 16 1 the the DT cord-308249-es948mux 16 2 academic academic JJ cord-308249-es948mux 16 3 performance performance NN cord-308249-es948mux 16 4 spread spread VBD cord-308249-es948mux 16 5 [ [ -LRB- cord-308249-es948mux 16 6 16 16 CD cord-308249-es948mux 16 7 , , , cord-308249-es948mux 16 8 18 18 CD cord-308249-es948mux 16 9 , , , cord-308249-es948mux 16 10 23 23 CD cord-308249-es948mux 16 11 ] ] -RRB- cord-308249-es948mux 16 12 . . . cord-308249-es948mux 17 1 And and CC cord-308249-es948mux 17 2 if if IN cord-308249-es948mux 17 3 they -PRON- PRP cord-308249-es948mux 17 4 are be VBP cord-308249-es948mux 17 5 , , , cord-308249-es948mux 17 6 what what WDT cord-308249-es948mux 17 7 types type NNS cord-308249-es948mux 17 8 of of IN cord-308249-es948mux 17 9 networks network NNS cord-308249-es948mux 17 10 serve serve VBP cord-308249-es948mux 17 11 the the DT cord-308249-es948mux 17 12 best good JJS cord-308249-es948mux 17 13 for for IN cord-308249-es948mux 17 14 the the DT cord-308249-es948mux 17 15 propagation propagation NN cord-308249-es948mux 17 16 of of IN cord-308249-es948mux 17 17 the the DT cord-308249-es948mux 17 18 academic academic RB cord-308249-es948mux 17 19 - - HYPH cord-308249-es948mux 17 20 related relate VBN cord-308249-es948mux 17 21 behavior behavior NN cord-308249-es948mux 17 22 ? ? . cord-308249-es948mux 18 1 We -PRON- PRP cord-308249-es948mux 18 2 analyze analyze VBP cord-308249-es948mux 18 3 the the DT cord-308249-es948mux 18 4 spread spread NN cord-308249-es948mux 18 5 of of IN cord-308249-es948mux 18 6 academic academic JJ cord-308249-es948mux 18 7 achievements achievement NNS cord-308249-es948mux 18 8 within within IN cord-308249-es948mux 18 9 two two CD cord-308249-es948mux 18 10 different different JJ cord-308249-es948mux 18 11 social social JJ cord-308249-es948mux 18 12 networks network NNS cord-308249-es948mux 18 13 of of IN cord-308249-es948mux 18 14 first first JJ cord-308249-es948mux 18 15 - - HYPH cord-308249-es948mux 18 16 year year NN cord-308249-es948mux 18 17 undergraduate undergraduate JJ cord-308249-es948mux 18 18 students student NNS cord-308249-es948mux 18 19 . . . cord-308249-es948mux 19 1 We -PRON- PRP cord-308249-es948mux 19 2 test test VBP cord-308249-es948mux 19 3 two two CD cord-308249-es948mux 19 4 mechanisms mechanism NNS cord-308249-es948mux 19 5 of of IN cord-308249-es948mux 19 6 academic academic JJ cord-308249-es948mux 19 7 performance performance NN cord-308249-es948mux 19 8 diffusion diffusion NN cord-308249-es948mux 19 9 in in IN cord-308249-es948mux 19 10 the the DT cord-308249-es948mux 19 11 student student NN cord-308249-es948mux 19 12 social social JJ cord-308249-es948mux 19 13 networks network NNS cord-308249-es948mux 19 14 . . . cord-308249-es948mux 20 1 First first RB cord-308249-es948mux 20 2 , , , cord-308249-es948mux 20 3 we -PRON- PRP cord-308249-es948mux 20 4 analyze analyze VBP cord-308249-es948mux 20 5 the the DT cord-308249-es948mux 20 6 academic academic JJ cord-308249-es948mux 20 7 performance performance NN cord-308249-es948mux 20 8 spread spread VBD cord-308249-es948mux 20 9 through through IN cord-308249-es948mux 20 10 the the DT cord-308249-es948mux 20 11 friendship friendship NN cord-308249-es948mux 20 12 network network NN cord-308249-es948mux 20 13 , , , cord-308249-es948mux 20 14 which which WDT cord-308249-es948mux 20 15 can can MD cord-308249-es948mux 20 16 be be VB cord-308249-es948mux 20 17 considered consider VBN cord-308249-es948mux 20 18 as as IN cord-308249-es948mux 20 19 a a DT cord-308249-es948mux 20 20 network network NN cord-308249-es948mux 20 21 of of IN cord-308249-es948mux 20 22 informal informal JJ cord-308249-es948mux 20 23 social social NN cord-308249-es948mux 21 1 a1111111111 a1111111111 NNP cord-308249-es948mux 21 2 a1111111111 a1111111111 NNP cord-308249-es948mux 22 1 a1111111111 a1111111111 NNP cord-308249-es948mux 22 2 a1111111111 a1111111111 NNP cord-308249-es948mux 22 3 a1111111111 a1111111111 NNP cord-308249-es948mux 22 4 interactions interaction NNS cord-308249-es948mux 22 5 . . . cord-308249-es948mux 23 1 Second second RB cord-308249-es948mux 23 2 , , , cord-308249-es948mux 23 3 we -PRON- PRP cord-308249-es948mux 23 4 study study VBP cord-308249-es948mux 23 5 the the DT cord-308249-es948mux 23 6 academic academic JJ cord-308249-es948mux 23 7 performance performance NN cord-308249-es948mux 23 8 spread spread VBD cord-308249-es948mux 23 9 in in IN cord-308249-es948mux 23 10 the the DT cord-308249-es948mux 23 11 study study NN cord-308249-es948mux 23 12 assistance assistance NN cord-308249-es948mux 23 13 network network NN cord-308249-es948mux 23 14 which which WDT cord-308249-es948mux 23 15 is be VBZ cord-308249-es948mux 23 16 aimed aim VBN cord-308249-es948mux 23 17 at at IN cord-308249-es948mux 23 18 study study NN cord-308249-es948mux 23 19 - - HYPH cord-308249-es948mux 23 20 related relate VBN cord-308249-es948mux 23 21 information information NN cord-308249-es948mux 23 22 and and CC cord-308249-es948mux 23 23 knowledge knowledge NN cord-308249-es948mux 23 24 transmission transmission NN cord-308249-es948mux 23 25 , , , cord-308249-es948mux 23 26 and and CC cord-308249-es948mux 23 27 serves serve VBZ cord-308249-es948mux 23 28 for for IN cord-308249-es948mux 23 29 problem problem NN cord-308249-es948mux 23 30 - - HYPH cord-308249-es948mux 23 31 solving solve VBG cord-308249-es948mux 23 32 [ [ -LRB- cord-308249-es948mux 23 33 24 24 CD cord-308249-es948mux 23 34 ] ] -RRB- cord-308249-es948mux 23 35 . . . cord-308249-es948mux 24 1 We -PRON- PRP cord-308249-es948mux 24 2 apply apply VBP cord-308249-es948mux 24 3 stochastic stochastic JJ cord-308249-es948mux 24 4 actor actor NN cord-308249-es948mux 24 5 - - HYPH cord-308249-es948mux 24 6 oriented orient VBN cord-308249-es948mux 24 7 model model NN cord-308249-es948mux 24 8 ( ( -LRB- cord-308249-es948mux 24 9 SAOM SAOM NNP cord-308249-es948mux 24 10 ) ) -RRB- cord-308249-es948mux 24 11 for for IN cord-308249-es948mux 24 12 joint joint JJ cord-308249-es948mux 24 13 modeling modeling NN cord-308249-es948mux 24 14 of of IN cord-308249-es948mux 24 15 networks network NNS cord-308249-es948mux 24 16 and and CC cord-308249-es948mux 24 17 behavior behavior NN cord-308249-es948mux 24 18 dynamics dynamic NNS cord-308249-es948mux 24 19 [ [ -LRB- cord-308249-es948mux 24 20 25 25 CD cord-308249-es948mux 24 21 ] ] -RRB- cord-308249-es948mux 24 22 . . . cord-308249-es948mux 25 1 We -PRON- PRP cord-308249-es948mux 25 2 model model VBP cord-308249-es948mux 25 3 the the DT cord-308249-es948mux 25 4 evolution evolution NN cord-308249-es948mux 25 5 of of IN cord-308249-es948mux 25 6 two two CD cord-308249-es948mux 25 7 social social JJ cord-308249-es948mux 25 8 systems system NNS cord-308249-es948mux 25 9 . . . cord-308249-es948mux 26 1 In in IN cord-308249-es948mux 26 2 the the DT cord-308249-es948mux 26 3 first first JJ cord-308249-es948mux 26 4 model model NN cord-308249-es948mux 26 5 , , , cord-308249-es948mux 26 6 we -PRON- PRP cord-308249-es948mux 26 7 analyze analyze VBP cord-308249-es948mux 26 8 the the DT cord-308249-es948mux 26 9 coevolution coevolution NN cord-308249-es948mux 26 10 of of IN cord-308249-es948mux 26 11 friendship friendship NN cord-308249-es948mux 26 12 network network NN cord-308249-es948mux 26 13 and and CC cord-308249-es948mux 26 14 academic academic JJ cord-308249-es948mux 26 15 achievements achievement NNS cord-308249-es948mux 26 16 . . . cord-308249-es948mux 27 1 In in IN cord-308249-es948mux 27 2 the the DT cord-308249-es948mux 27 3 second second JJ cord-308249-es948mux 27 4 model model NN cord-308249-es948mux 27 5 , , , cord-308249-es948mux 27 6 we -PRON- PRP cord-308249-es948mux 27 7 study study VBP cord-308249-es948mux 27 8 the the DT cord-308249-es948mux 27 9 coevolution coevolution NN cord-308249-es948mux 27 10 of of IN cord-308249-es948mux 27 11 study study NN cord-308249-es948mux 27 12 assistance assistance NN cord-308249-es948mux 27 13 network network NN cord-308249-es948mux 27 14 and and CC cord-308249-es948mux 27 15 academic academic JJ cord-308249-es948mux 27 16 achievements achievement NNS cord-308249-es948mux 27 17 . . . cord-308249-es948mux 28 1 Both both DT cord-308249-es948mux 28 2 models model NNS cord-308249-es948mux 28 3 are be VBP cord-308249-es948mux 28 4 controlled control VBN cord-308249-es948mux 28 5 with with IN cord-308249-es948mux 28 6 a a DT cord-308249-es948mux 28 7 variety variety NN cord-308249-es948mux 28 8 of of IN cord-308249-es948mux 28 9 structural structural JJ cord-308249-es948mux 28 10 and and CC cord-308249-es948mux 28 11 behavioral behavioral JJ cord-308249-es948mux 28 12 properties property NNS cord-308249-es948mux 28 13 such such JJ cord-308249-es948mux 28 14 as as IN cord-308249-es948mux 28 15 a a DT cord-308249-es948mux 28 16 tendency tendency NN cord-308249-es948mux 28 17 to to TO cord-308249-es948mux 28 18 form form VB cord-308249-es948mux 28 19 mutual mutual JJ cord-308249-es948mux 28 20 ties tie NNS cord-308249-es948mux 28 21 and and CC cord-308249-es948mux 28 22 befriend befriend VB cord-308249-es948mux 28 23 similar similar JJ cord-308249-es948mux 28 24 others other NNS cord-308249-es948mux 28 25 . . . cord-308249-es948mux 29 1 Results result NNS cord-308249-es948mux 29 2 show show VBP cord-308249-es948mux 29 3 that that IN cord-308249-es948mux 29 4 academic academic JJ cord-308249-es948mux 29 5 performance performance NN cord-308249-es948mux 29 6 spreads spread VBZ cord-308249-es948mux 29 7 through through IN cord-308249-es948mux 29 8 friendship friendship NN cord-308249-es948mux 29 9 connections connection NNS cord-308249-es948mux 29 10 , , , cord-308249-es948mux 29 11 while while IN cord-308249-es948mux 29 12 the the DT cord-308249-es948mux 29 13 study study NN cord-308249-es948mux 29 14 assistance assistance NN cord-308249-es948mux 29 15 ties tie NNS cord-308249-es948mux 29 16 do do VBP cord-308249-es948mux 29 17 not not RB cord-308249-es948mux 29 18 cause cause VB cord-308249-es948mux 29 19 the the DT cord-308249-es948mux 29 20 performance performance NN cord-308249-es948mux 29 21 transfer transfer NN cord-308249-es948mux 29 22 . . . cord-308249-es948mux 30 1 Social social JJ cord-308249-es948mux 30 2 networks network NNS cord-308249-es948mux 30 3 are be VBP cord-308249-es948mux 30 4 the the DT cord-308249-es948mux 30 5 pathways pathway NNS cord-308249-es948mux 30 6 for for IN cord-308249-es948mux 30 7 the the DT cord-308249-es948mux 30 8 behavior behavior NN cord-308249-es948mux 30 9 transmission transmission NN cord-308249-es948mux 30 10 . . . cord-308249-es948mux 31 1 This this DT cord-308249-es948mux 31 2 process process NN cord-308249-es948mux 31 3 may may MD cord-308249-es948mux 31 4 be be VB cord-308249-es948mux 31 5 guided guide VBN cord-308249-es948mux 31 6 by by IN cord-308249-es948mux 31 7 various various JJ cord-308249-es948mux 31 8 factors factor NNS cord-308249-es948mux 31 9 , , , cord-308249-es948mux 31 10 including include VBG cord-308249-es948mux 31 11 the the DT cord-308249-es948mux 31 12 network network NN cord-308249-es948mux 31 13 topology topology NN cord-308249-es948mux 31 14 [ [ -LRB- cord-308249-es948mux 31 15 26 26 CD cord-308249-es948mux 31 16 ] ] -RRB- cord-308249-es948mux 31 17 , , , cord-308249-es948mux 31 18 type type NN cord-308249-es948mux 31 19 of of IN cord-308249-es948mux 31 20 propagated propagate VBN cord-308249-es948mux 31 21 behavior behavior NN cord-308249-es948mux 31 22 , , , cord-308249-es948mux 31 23 nature nature NN cord-308249-es948mux 31 24 of of IN cord-308249-es948mux 31 25 social social JJ cord-308249-es948mux 31 26 contacts contact NNS cord-308249-es948mux 31 27 , , , cord-308249-es948mux 31 28 and and CC cord-308249-es948mux 31 29 other other JJ cord-308249-es948mux 31 30 features feature NNS cord-308249-es948mux 31 31 of of IN cord-308249-es948mux 31 32 the the DT cord-308249-es948mux 31 33 social social JJ cord-308249-es948mux 31 34 environment environment NN cord-308249-es948mux 31 35 . . . cord-308249-es948mux 32 1 The the DT cord-308249-es948mux 32 2 majority majority NN cord-308249-es948mux 32 3 of of IN cord-308249-es948mux 32 4 recent recent JJ cord-308249-es948mux 32 5 studies study NNS cord-308249-es948mux 32 6 on on IN cord-308249-es948mux 32 7 this this DT cord-308249-es948mux 32 8 topic topic NN cord-308249-es948mux 32 9 are be VBP cord-308249-es948mux 32 10 concentrated concentrate VBN cord-308249-es948mux 32 11 on on IN cord-308249-es948mux 32 12 the the DT cord-308249-es948mux 32 13 structural structural JJ cord-308249-es948mux 32 14 properties property NNS cord-308249-es948mux 32 15 of of IN cord-308249-es948mux 32 16 the the DT cord-308249-es948mux 32 17 networks network NNS cord-308249-es948mux 32 18 that that WDT cord-308249-es948mux 32 19 drive drive VBP cord-308249-es948mux 32 20 the the DT cord-308249-es948mux 32 21 behavior behavior NN cord-308249-es948mux 32 22 diffusion diffusion NN cord-308249-es948mux 32 23 processes process NNS cord-308249-es948mux 32 24 . . . cord-308249-es948mux 33 1 For for IN cord-308249-es948mux 33 2 example example NN cord-308249-es948mux 33 3 , , , cord-308249-es948mux 33 4 it -PRON- PRP cord-308249-es948mux 33 5 was be VBD cord-308249-es948mux 33 6 experimentally experimentally RB cord-308249-es948mux 33 7 shown show VBN cord-308249-es948mux 33 8 that that IN cord-308249-es948mux 33 9 short short JJ cord-308249-es948mux 33 10 average average JJ cord-308249-es948mux 33 11 path path NN cord-308249-es948mux 33 12 length length NN cord-308249-es948mux 33 13 and and CC cord-308249-es948mux 33 14 high high JJ cord-308249-es948mux 33 15 clustering clustering NN cord-308249-es948mux 33 16 cause cause VBP cord-308249-es948mux 33 17 a a DT cord-308249-es948mux 33 18 faster fast JJR cord-308249-es948mux 33 19 behavior behavior NN cord-308249-es948mux 33 20 spread spread VBD cord-308249-es948mux 33 21 [ [ -LRB- cord-308249-es948mux 33 22 27 27 CD cord-308249-es948mux 33 23 ] ] -RRB- cord-308249-es948mux 33 24 that that WDT cord-308249-es948mux 33 25 can can MD cord-308249-es948mux 33 26 be be VB cord-308249-es948mux 33 27 explained explain VBN cord-308249-es948mux 33 28 by by IN cord-308249-es948mux 33 29 the the DT cord-308249-es948mux 33 30 formation formation NN cord-308249-es948mux 33 31 of of IN cord-308249-es948mux 33 32 the the DT cord-308249-es948mux 33 33 dense dense JJ cord-308249-es948mux 33 34 network network NN cord-308249-es948mux 33 35 communities community NNS cord-308249-es948mux 33 36 with with IN cord-308249-es948mux 33 37 the the DT cord-308249-es948mux 33 38 fast fast JJ cord-308249-es948mux 33 39 information information NN cord-308249-es948mux 33 40 and and CC cord-308249-es948mux 33 41 behavior behavior NN cord-308249-es948mux 33 42 exchange exchange NN cord-308249-es948mux 33 43 within within IN cord-308249-es948mux 33 44 these these DT cord-308249-es948mux 33 45 cohesive cohesive JJ cord-308249-es948mux 33 46 groups group NNS cord-308249-es948mux 33 47 . . . cord-308249-es948mux 34 1 In in IN cord-308249-es948mux 34 2 [ [ -LRB- cord-308249-es948mux 34 3 28 28 CD cord-308249-es948mux 34 4 ] ] -RRB- cord-308249-es948mux 34 5 it -PRON- PRP cord-308249-es948mux 34 6 was be VBD cord-308249-es948mux 34 7 demonstrated demonstrate VBN cord-308249-es948mux 34 8 that that IN cord-308249-es948mux 34 9 there there EX cord-308249-es948mux 34 10 are be VBP cord-308249-es948mux 34 11 differences difference NNS cord-308249-es948mux 34 12 in in IN cord-308249-es948mux 34 13 spreading spread VBG cord-308249-es948mux 34 14 processes process NNS cord-308249-es948mux 34 15 initiated initiate VBN cord-308249-es948mux 34 16 by by IN cord-308249-es948mux 34 17 well well RB cord-308249-es948mux 34 18 - - HYPH cord-308249-es948mux 34 19 connected connect VBN cord-308249-es948mux 34 20 actors actor NNS cord-308249-es948mux 34 21 , , , cord-308249-es948mux 34 22 or or CC cord-308249-es948mux 34 23 hubs hub NNS cord-308249-es948mux 34 24 , , , cord-308249-es948mux 34 25 and and CC cord-308249-es948mux 34 26 by by IN cord-308249-es948mux 34 27 actors actor NNS cord-308249-es948mux 34 28 with with IN cord-308249-es948mux 34 29 a a DT cord-308249-es948mux 34 30 few few JJ cord-308249-es948mux 34 31 social social JJ cord-308249-es948mux 34 32 connections connection NNS cord-308249-es948mux 34 33 . . . cord-308249-es948mux 35 1 Hubs hub NNS cord-308249-es948mux 35 2 are be VBP cord-308249-es948mux 35 3 effective effective JJ cord-308249-es948mux 35 4 in in IN cord-308249-es948mux 35 5 information information NN cord-308249-es948mux 35 6 propagation propagation NN cord-308249-es948mux 35 7 due due IN cord-308249-es948mux 35 8 to to IN cord-308249-es948mux 35 9 the the DT cord-308249-es948mux 35 10 high high JJ cord-308249-es948mux 35 11 number number NN cord-308249-es948mux 35 12 of of IN cord-308249-es948mux 35 13 connections connection NNS cord-308249-es948mux 35 14 , , , cord-308249-es948mux 35 15 while while IN cord-308249-es948mux 35 16 actors actor NNS cord-308249-es948mux 35 17 with with IN cord-308249-es948mux 35 18 a a DT cord-308249-es948mux 35 19 few few JJ cord-308249-es948mux 35 20 ties tie NNS cord-308249-es948mux 35 21 are be VBP cord-308249-es948mux 35 22 more more RBR cord-308249-es948mux 35 23 efficient efficient JJ cord-308249-es948mux 35 24 in in IN cord-308249-es948mux 35 25 spreading spread VBG cord-308249-es948mux 35 26 messages message NNS cord-308249-es948mux 35 27 that that WDT cord-308249-es948mux 35 28 are be VBP cord-308249-es948mux 35 29 controversial controversial JJ cord-308249-es948mux 35 30 or or CC cord-308249-es948mux 35 31 costly costly JJ cord-308249-es948mux 35 32 . . . cord-308249-es948mux 36 1 The the DT cord-308249-es948mux 36 2 probability probability NN cord-308249-es948mux 36 3 of of IN cord-308249-es948mux 36 4 behavior behavior NN cord-308249-es948mux 36 5 adoption adoption NN cord-308249-es948mux 36 6 by by IN cord-308249-es948mux 36 7 an an DT cord-308249-es948mux 36 8 individual individual NN cord-308249-es948mux 36 9 is be VBZ cord-308249-es948mux 36 10 also also RB cord-308249-es948mux 36 11 highly highly RB cord-308249-es948mux 36 12 correlated correlate VBN cord-308249-es948mux 36 13 with with IN cord-308249-es948mux 36 14 the the DT cord-308249-es948mux 36 15 number number NN cord-308249-es948mux 36 16 of of IN cord-308249-es948mux 36 17 social social JJ cord-308249-es948mux 36 18 contacts contact NNS cord-308249-es948mux 36 19 that that WDT cord-308249-es948mux 36 20 directly directly RB cord-308249-es948mux 36 21 influence influence VBP cord-308249-es948mux 36 22 this this DT cord-308249-es948mux 36 23 individual individual NN cord-308249-es948mux 36 24 [ [ -LRB- cord-308249-es948mux 36 25 29 29 CD cord-308249-es948mux 36 26 ] ] -RRB- cord-308249-es948mux 36 27 . . . cord-308249-es948mux 37 1 The the DT cord-308249-es948mux 37 2 influence influence NN cord-308249-es948mux 37 3 by by IN cord-308249-es948mux 37 4 many many JJ cord-308249-es948mux 37 5 peers peer NNS cord-308249-es948mux 37 6 , , , cord-308249-es948mux 37 7 or or CC cord-308249-es948mux 37 8 so so RB cord-308249-es948mux 37 9 - - HYPH cord-308249-es948mux 37 10 called call VBN cord-308249-es948mux 37 11 " " `` cord-308249-es948mux 37 12 complex complex JJ cord-308249-es948mux 37 13 contagion contagion NN cord-308249-es948mux 37 14 " " '' cord-308249-es948mux 37 15 , , , cord-308249-es948mux 37 16 results result VBZ cord-308249-es948mux 37 17 in in IN cord-308249-es948mux 37 18 faster fast RBR cord-308249-es948mux 37 19 and and CC cord-308249-es948mux 37 20 easier easy JJR cord-308249-es948mux 37 21 behavior behavior NN cord-308249-es948mux 37 22 adoption adoption NN cord-308249-es948mux 37 23 , , , cord-308249-es948mux 37 24 rather rather RB cord-308249-es948mux 37 25 than than IN cord-308249-es948mux 37 26 the the DT cord-308249-es948mux 37 27 influence influence NN cord-308249-es948mux 37 28 by by IN cord-308249-es948mux 37 29 one one CD cord-308249-es948mux 37 30 person person NN cord-308249-es948mux 37 31 , , , cord-308249-es948mux 37 32 or or CC cord-308249-es948mux 37 33 " " `` cord-308249-es948mux 37 34 simple simple JJ cord-308249-es948mux 37 35 contagion contagion NN cord-308249-es948mux 37 36 " " '' cord-308249-es948mux 37 37 [ [ -LRB- cord-308249-es948mux 37 38 26 26 CD cord-308249-es948mux 37 39 ] ] -RRB- cord-308249-es948mux 37 40 . . . cord-308249-es948mux 38 1 The the DT cord-308249-es948mux 38 2 efficacy efficacy NN cord-308249-es948mux 38 3 of of IN cord-308249-es948mux 38 4 social social JJ cord-308249-es948mux 38 5 contagion contagion NN cord-308249-es948mux 38 6 is be VBZ cord-308249-es948mux 38 7 often often RB cord-308249-es948mux 38 8 associated associate VBN cord-308249-es948mux 38 9 with with IN cord-308249-es948mux 38 10 the the DT cord-308249-es948mux 38 11 type type NN cord-308249-es948mux 38 12 of of IN cord-308249-es948mux 38 13 propagated propagate VBN cord-308249-es948mux 38 14 behavior behavior NN cord-308249-es948mux 38 15 . . . cord-308249-es948mux 39 1 Centola Centola NNP cord-308249-es948mux 39 2 and and CC cord-308249-es948mux 39 3 Macy Macy NNP cord-308249-es948mux 39 4 outline outline VBP cord-308249-es948mux 39 5 the the DT cord-308249-es948mux 39 6 danger danger NN cord-308249-es948mux 39 7 of of IN cord-308249-es948mux 39 8 considering consider VBG cord-308249-es948mux 39 9 the the DT cord-308249-es948mux 39 10 social social JJ cord-308249-es948mux 39 11 contagion contagion NN cord-308249-es948mux 39 12 studies study NNS cord-308249-es948mux 39 13 in in IN cord-308249-es948mux 39 14 the the DT cord-308249-es948mux 39 15 ' ' `` cord-308249-es948mux 39 16 whatever whatever WDT cord-308249-es948mux 39 17 to to TO cord-308249-es948mux 39 18 be be VB cord-308249-es948mux 39 19 diffused diffuse VBN cord-308249-es948mux 39 20 ' ' '' cord-308249-es948mux 39 21 way way NN cord-308249-es948mux 39 22 [ [ -LRB- cord-308249-es948mux 39 23 30 30 CD cord-308249-es948mux 39 24 ] ] -RRB- cord-308249-es948mux 39 25 . . . cord-308249-es948mux 40 1 For for IN cord-308249-es948mux 40 2 example example NN cord-308249-es948mux 40 3 , , , cord-308249-es948mux 40 4 the the DT cord-308249-es948mux 40 5 adoption adoption NN cord-308249-es948mux 40 6 of of IN cord-308249-es948mux 40 7 information information NN cord-308249-es948mux 40 8 is be VBZ cord-308249-es948mux 40 9 much much RB cord-308249-es948mux 40 10 less less RBR cord-308249-es948mux 40 11 risky risky JJ cord-308249-es948mux 40 12 , , , cord-308249-es948mux 40 13 costly costly JJ cord-308249-es948mux 40 14 , , , cord-308249-es948mux 40 15 and and CC cord-308249-es948mux 40 16 time time NN cord-308249-es948mux 40 17 - - HYPH cord-308249-es948mux 40 18 consuming consume VBG cord-308249-es948mux 40 19 , , , cord-308249-es948mux 40 20 rather rather RB cord-308249-es948mux 40 21 than than IN cord-308249-es948mux 40 22 the the DT cord-308249-es948mux 40 23 adoption adoption NN cord-308249-es948mux 40 24 of of IN cord-308249-es948mux 40 25 health health NN cord-308249-es948mux 40 26 - - HYPH cord-308249-es948mux 40 27 related relate VBN cord-308249-es948mux 40 28 behavior behavior NN cord-308249-es948mux 40 29 , , , cord-308249-es948mux 40 30 sports sport NNS cord-308249-es948mux 40 31 habits habit NNS cord-308249-es948mux 40 32 , , , cord-308249-es948mux 40 33 and and CC cord-308249-es948mux 40 34 academic academic JJ cord-308249-es948mux 40 35 achievements achievement NNS cord-308249-es948mux 40 36 . . . cord-308249-es948mux 41 1 The the DT cord-308249-es948mux 41 2 nature nature NN cord-308249-es948mux 41 3 of of IN cord-308249-es948mux 41 4 social social JJ cord-308249-es948mux 41 5 ties tie NNS cord-308249-es948mux 41 6 is be VBZ cord-308249-es948mux 41 7 also also RB cord-308249-es948mux 41 8 a a DT cord-308249-es948mux 41 9 significant significant JJ cord-308249-es948mux 41 10 factor factor NN cord-308249-es948mux 41 11 for for IN cord-308249-es948mux 41 12 behavior behavior NN cord-308249-es948mux 41 13 transmission transmission NN cord-308249-es948mux 41 14 . . . cord-308249-es948mux 42 1 Social social JJ cord-308249-es948mux 42 2 connections connection NNS cord-308249-es948mux 42 3 are be VBP cord-308249-es948mux 42 4 traditionally traditionally RB cord-308249-es948mux 42 5 divided divide VBN cord-308249-es948mux 42 6 into into IN cord-308249-es948mux 42 7 " " `` cord-308249-es948mux 42 8 weak weak JJ cord-308249-es948mux 42 9 " " '' cord-308249-es948mux 42 10 and and CC cord-308249-es948mux 42 11 " " `` cord-308249-es948mux 42 12 strong strong JJ cord-308249-es948mux 42 13 " " '' cord-308249-es948mux 42 14 ties tie NNS cord-308249-es948mux 42 15 , , , cord-308249-es948mux 42 16 and and CC cord-308249-es948mux 42 17 they -PRON- PRP cord-308249-es948mux 42 18 exhibit exhibit VBP cord-308249-es948mux 42 19 completely completely RB cord-308249-es948mux 42 20 different different JJ cord-308249-es948mux 42 21 spreading spread VBG cord-308249-es948mux 42 22 patterns pattern NNS cord-308249-es948mux 42 23 [ [ -LRB- cord-308249-es948mux 42 24 31 31 CD cord-308249-es948mux 42 25 ] ] -RRB- cord-308249-es948mux 42 26 . . . cord-308249-es948mux 43 1 Strong strong JJ cord-308249-es948mux 43 2 ties tie NNS cord-308249-es948mux 43 3 are be VBP cord-308249-es948mux 43 4 formed form VBN cord-308249-es948mux 43 5 within within IN cord-308249-es948mux 43 6 the the DT cord-308249-es948mux 43 7 dense dense JJ cord-308249-es948mux 43 8 network network NN cord-308249-es948mux 43 9 communities community NNS cord-308249-es948mux 43 10 such such JJ cord-308249-es948mux 43 11 as as IN cord-308249-es948mux 43 12 family family NN cord-308249-es948mux 43 13 or or CC cord-308249-es948mux 43 14 friends friend NNS cord-308249-es948mux 43 15 , , , cord-308249-es948mux 43 16 while while IN cord-308249-es948mux 43 17 weak weak JJ cord-308249-es948mux 43 18 ties tie NNS cord-308249-es948mux 43 19 , , , cord-308249-es948mux 43 20 according accord VBG cord-308249-es948mux 43 21 to to IN cord-308249-es948mux 43 22 Granovetter Granovetter NNP cord-308249-es948mux 43 23 's 's POS cord-308249-es948mux 43 24 definition definition NN cord-308249-es948mux 43 25 , , , cord-308249-es948mux 43 26 emerge emerge VB cord-308249-es948mux 43 27 during during IN cord-308249-es948mux 43 28 the the DT cord-308249-es948mux 43 29 whole whole JJ cord-308249-es948mux 43 30 life life NN cord-308249-es948mux 43 31 and and CC cord-308249-es948mux 43 32 represent represent VB cord-308249-es948mux 43 33 people people NNS cord-308249-es948mux 43 34 who who WP cord-308249-es948mux 43 35 are be VBP cord-308249-es948mux 43 36 marginally marginally RB cord-308249-es948mux 43 37 included include VBN cord-308249-es948mux 43 38 in in IN cord-308249-es948mux 43 39 the the DT cord-308249-es948mux 43 40 network network NN cord-308249-es948mux 43 41 of of IN cord-308249-es948mux 43 42 contacts contact NNS cord-308249-es948mux 43 43 , , , cord-308249-es948mux 43 44 such such JJ cord-308249-es948mux 43 45 as as IN cord-308249-es948mux 43 46 old old JJ cord-308249-es948mux 43 47 college college NN cord-308249-es948mux 43 48 friends friend NNS cord-308249-es948mux 43 49 or or CC cord-308249-es948mux 43 50 colleagues colleague NNS cord-308249-es948mux 43 51 [ [ -LRB- cord-308249-es948mux 43 52 31 31 CD cord-308249-es948mux 43 53 ] ] -RRB- cord-308249-es948mux 43 54 . . . cord-308249-es948mux 44 1 Empirical empirical JJ cord-308249-es948mux 44 2 literature literature NN cord-308249-es948mux 44 3 shows show VBZ cord-308249-es948mux 44 4 that that IN cord-308249-es948mux 44 5 both both DT cord-308249-es948mux 44 6 types type NNS cord-308249-es948mux 44 7 of of IN cord-308249-es948mux 44 8 relationships relationship NNS cord-308249-es948mux 44 9 can can MD cord-308249-es948mux 44 10 serve serve VB cord-308249-es948mux 44 11 as as IN cord-308249-es948mux 44 12 channels channel NNS cord-308249-es948mux 44 13 for for IN cord-308249-es948mux 44 14 the the DT cord-308249-es948mux 44 15 diffusion diffusion NN cord-308249-es948mux 44 16 of of IN cord-308249-es948mux 44 17 behavior behavior NN cord-308249-es948mux 44 18 or or CC cord-308249-es948mux 44 19 information information NN cord-308249-es948mux 44 20 [ [ -LRB- cord-308249-es948mux 44 21 1 1 CD cord-308249-es948mux 44 22 , , , cord-308249-es948mux 44 23 20 20 CD cord-308249-es948mux 44 24 ] ] -RRB- cord-308249-es948mux 44 25 . . . cord-308249-es948mux 45 1 But but CC cord-308249-es948mux 45 2 weak weak JJ cord-308249-es948mux 45 3 ties tie NNS cord-308249-es948mux 45 4 are be VBP cord-308249-es948mux 45 5 important important JJ cord-308249-es948mux 45 6 instruments instrument NNS cord-308249-es948mux 45 7 for for IN cord-308249-es948mux 45 8 information information NN cord-308249-es948mux 45 9 propagation propagation NN cord-308249-es948mux 45 10 , , , cord-308249-es948mux 45 11 while while IN cord-308249-es948mux 45 12 strong strong JJ cord-308249-es948mux 45 13 ties tie NNS cord-308249-es948mux 45 14 are be VBP cord-308249-es948mux 45 15 more more RBR cord-308249-es948mux 45 16 successful successful JJ cord-308249-es948mux 45 17 in in IN cord-308249-es948mux 45 18 costly costly JJ cord-308249-es948mux 45 19 behavior behavior NN cord-308249-es948mux 45 20 transmission transmission NN cord-308249-es948mux 45 21 . . . cord-308249-es948mux 46 1 Although although IN cord-308249-es948mux 46 2 the the DT cord-308249-es948mux 46 3 vast vast JJ cord-308249-es948mux 46 4 array array NN cord-308249-es948mux 46 5 of of IN cord-308249-es948mux 46 6 theoretical theoretical JJ cord-308249-es948mux 46 7 and and CC cord-308249-es948mux 46 8 empirical empirical JJ cord-308249-es948mux 46 9 studies study NNS cord-308249-es948mux 46 10 improved improve VBD cord-308249-es948mux 46 11 our -PRON- PRP$ cord-308249-es948mux 46 12 understanding understanding NN cord-308249-es948mux 46 13 of of IN cord-308249-es948mux 46 14 the the DT cord-308249-es948mux 46 15 behavior behavior NN cord-308249-es948mux 46 16 transmission transmission NN cord-308249-es948mux 46 17 processes process NNS cord-308249-es948mux 46 18 , , , cord-308249-es948mux 46 19 there there EX cord-308249-es948mux 46 20 is be VBZ cord-308249-es948mux 46 21 still still RB cord-308249-es948mux 46 22 an an DT cord-308249-es948mux 46 23 open open JJ cord-308249-es948mux 46 24 question question NN cord-308249-es948mux 46 25 regarding regard VBG cord-308249-es948mux 46 26 the the DT cord-308249-es948mux 46 27 differences difference NNS cord-308249-es948mux 46 28 of of IN cord-308249-es948mux 46 29 the the DT cord-308249-es948mux 46 30 behavior behavior NN cord-308249-es948mux 46 31 spread spread VBN cord-308249-es948mux 46 32 in in IN cord-308249-es948mux 46 33 networks network NNS cord-308249-es948mux 46 34 of of IN cord-308249-es948mux 46 35 different different JJ cord-308249-es948mux 46 36 natures nature NNS cord-308249-es948mux 46 37 . . . cord-308249-es948mux 47 1 Social social JJ cord-308249-es948mux 47 2 ties tie NNS cord-308249-es948mux 47 3 can can MD cord-308249-es948mux 47 4 vary vary VB cord-308249-es948mux 47 5 both both DT cord-308249-es948mux 47 6 in in IN cord-308249-es948mux 47 7 the the DT cord-308249-es948mux 47 8 level level NN cord-308249-es948mux 47 9 of of IN cord-308249-es948mux 47 10 their -PRON- PRP$ cord-308249-es948mux 47 11 strength strength NN cord-308249-es948mux 47 12 and and CC cord-308249-es948mux 47 13 intensity intensity NN cord-308249-es948mux 47 14 , , , cord-308249-es948mux 47 15 as as IN cord-308249-es948mux 47 16 we -PRON- PRP cord-308249-es948mux 47 17 outlined outline VBD cord-308249-es948mux 47 18 above above RB cord-308249-es948mux 47 19 , , , cord-308249-es948mux 47 20 and and CC cord-308249-es948mux 47 21 in in IN cord-308249-es948mux 47 22 their -PRON- PRP$ cord-308249-es948mux 47 23 origins origin NNS cord-308249-es948mux 47 24 . . . cord-308249-es948mux 48 1 Networks network NNS cord-308249-es948mux 48 2 can can MD cord-308249-es948mux 48 3 be be VB cord-308249-es948mux 48 4 based base VBN cord-308249-es948mux 48 5 on on IN cord-308249-es948mux 48 6 friendship friendship NN cord-308249-es948mux 48 7 , , , cord-308249-es948mux 48 8 romantics romantic NNS cord-308249-es948mux 48 9 , , , cord-308249-es948mux 48 10 advice advice NN cord-308249-es948mux 48 11 seeking seek VBG cord-308249-es948mux 48 12 , , , cord-308249-es948mux 48 13 social social JJ cord-308249-es948mux 48 14 support support NN cord-308249-es948mux 48 15 , , , cord-308249-es948mux 48 16 and and CC cord-308249-es948mux 48 17 many many JJ cord-308249-es948mux 48 18 other other JJ cord-308249-es948mux 48 19 relationships relationship NNS cord-308249-es948mux 48 20 . . . cord-308249-es948mux 49 1 Despite despite IN cord-308249-es948mux 49 2 the the DT cord-308249-es948mux 49 3 huge huge JJ cord-308249-es948mux 49 4 variance variance NN cord-308249-es948mux 49 5 in in IN cord-308249-es948mux 49 6 the the DT cord-308249-es948mux 49 7 social social JJ cord-308249-es948mux 49 8 network network NN cord-308249-es948mux 49 9 types type NNS cord-308249-es948mux 49 10 , , , cord-308249-es948mux 49 11 the the DT cord-308249-es948mux 49 12 majority majority NN cord-308249-es948mux 49 13 of of IN cord-308249-es948mux 49 14 the the DT cord-308249-es948mux 49 15 research research NN cord-308249-es948mux 49 16 on on IN cord-308249-es948mux 49 17 social social JJ cord-308249-es948mux 49 18 diffusion diffusion NN cord-308249-es948mux 49 19 is be VBZ cord-308249-es948mux 49 20 concentrated concentrate VBN cord-308249-es948mux 49 21 on on IN cord-308249-es948mux 49 22 the the DT cord-308249-es948mux 49 23 networks network NNS cord-308249-es948mux 49 24 of of IN cord-308249-es948mux 49 25 friendship friendship NN cord-308249-es948mux 49 26 ties tie NNS cord-308249-es948mux 49 27 . . . cord-308249-es948mux 50 1 However however RB cord-308249-es948mux 50 2 , , , cord-308249-es948mux 50 3 the the DT cord-308249-es948mux 50 4 relationships relationship NNS cord-308249-es948mux 50 5 of of IN cord-308249-es948mux 50 6 distinct distinct JJ cord-308249-es948mux 50 7 nature nature NN cord-308249-es948mux 50 8 can can MD cord-308249-es948mux 50 9 result result VB cord-308249-es948mux 50 10 in in IN cord-308249-es948mux 50 11 completely completely RB cord-308249-es948mux 50 12 different different JJ cord-308249-es948mux 50 13 behavior behavior NN cord-308249-es948mux 50 14 transmission transmission NN cord-308249-es948mux 50 15 processes process NNS cord-308249-es948mux 50 16 . . . cord-308249-es948mux 51 1 In in IN cord-308249-es948mux 51 2 this this DT cord-308249-es948mux 51 3 paper paper NN cord-308249-es948mux 51 4 , , , cord-308249-es948mux 51 5 we -PRON- PRP cord-308249-es948mux 51 6 consider consider VBP cord-308249-es948mux 51 7 the the DT cord-308249-es948mux 51 8 transmission transmission NN cord-308249-es948mux 51 9 of of IN cord-308249-es948mux 51 10 academic academic JJ cord-308249-es948mux 51 11 performance performance NN cord-308249-es948mux 51 12 within within IN cord-308249-es948mux 51 13 student student NN cord-308249-es948mux 51 14 social social JJ cord-308249-es948mux 51 15 networks network NNS cord-308249-es948mux 51 16 . . . cord-308249-es948mux 52 1 This this DT cord-308249-es948mux 52 2 process process NN cord-308249-es948mux 52 3 attracts attract VBZ cord-308249-es948mux 52 4 the the DT cord-308249-es948mux 52 5 attention attention NN cord-308249-es948mux 52 6 of of IN cord-308249-es948mux 52 7 researchers researcher NNS cord-308249-es948mux 52 8 since since IN cord-308249-es948mux 52 9 the the DT cord-308249-es948mux 52 10 publication publication NN cord-308249-es948mux 52 11 of of IN cord-308249-es948mux 52 12 the the DT cord-308249-es948mux 52 13 famous famous JJ cord-308249-es948mux 52 14 " " `` cord-308249-es948mux 52 15 Coleman Coleman NNP cord-308249-es948mux 52 16 Report Report NNP cord-308249-es948mux 52 17 " " '' cord-308249-es948mux 52 18 [ [ -LRB- cord-308249-es948mux 52 19 21 21 CD cord-308249-es948mux 52 20 ] ] -RRB- cord-308249-es948mux 52 21 . . . cord-308249-es948mux 53 1 This this DT cord-308249-es948mux 53 2 report report NN cord-308249-es948mux 53 3 showed show VBD cord-308249-es948mux 53 4 that that IN cord-308249-es948mux 53 5 students student NNS cord-308249-es948mux 53 6 tend tend VBP cord-308249-es948mux 53 7 to to TO cord-308249-es948mux 53 8 obtain obtain VB cord-308249-es948mux 53 9 similar similar JJ cord-308249-es948mux 53 10 grades grade NNS cord-308249-es948mux 53 11 as as IN cord-308249-es948mux 53 12 their -PRON- PRP$ cord-308249-es948mux 53 13 peers peer NNS cord-308249-es948mux 53 14 , , , cord-308249-es948mux 53 15 classmates classmate NNS cord-308249-es948mux 53 16 , , , cord-308249-es948mux 53 17 and and CC cord-308249-es948mux 53 18 friends friend NNS cord-308249-es948mux 53 19 , , , cord-308249-es948mux 53 20 and and CC cord-308249-es948mux 53 21 this this DT cord-308249-es948mux 53 22 effect effect NN cord-308249-es948mux 53 23 remains remain VBZ cord-308249-es948mux 53 24 strong strong JJ cord-308249-es948mux 53 25 after after IN cord-308249-es948mux 53 26 controlling control VBG cord-308249-es948mux 53 27 for for IN cord-308249-es948mux 53 28 a a DT cord-308249-es948mux 53 29 variety variety NN cord-308249-es948mux 53 30 of of IN cord-308249-es948mux 53 31 socio socio JJ cord-308249-es948mux 53 32 - - HYPH cord-308249-es948mux 53 33 economic economic JJ cord-308249-es948mux 53 34 and and CC cord-308249-es948mux 53 35 cognitive cognitive JJ cord-308249-es948mux 53 36 variables variable NNS cord-308249-es948mux 53 37 . . . cord-308249-es948mux 54 1 Further further JJ cord-308249-es948mux 54 2 empirical empirical JJ cord-308249-es948mux 54 3 studies study NNS cord-308249-es948mux 54 4 demonstrated demonstrate VBD cord-308249-es948mux 54 5 the the DT cord-308249-es948mux 54 6 presence presence NN cord-308249-es948mux 54 7 of of IN cord-308249-es948mux 54 8 this this DT cord-308249-es948mux 54 9 effect effect NN cord-308249-es948mux 54 10 in in IN cord-308249-es948mux 54 11 various various JJ cord-308249-es948mux 54 12 case case NN cord-308249-es948mux 54 13 studies study NNS cord-308249-es948mux 54 14 . . . cord-308249-es948mux 55 1 For for IN cord-308249-es948mux 55 2 example example NN cord-308249-es948mux 55 3 , , , cord-308249-es948mux 55 4 it -PRON- PRP cord-308249-es948mux 55 5 was be VBD cord-308249-es948mux 55 6 shown show VBN cord-308249-es948mux 55 7 that that IN cord-308249-es948mux 55 8 student student NN cord-308249-es948mux 55 9 grade grade NN cord-308249-es948mux 55 10 point point NN cord-308249-es948mux 55 11 average average JJ cord-308249-es948mux 55 12 ( ( -LRB- cord-308249-es948mux 55 13 GPA GPA NNP cord-308249-es948mux 55 14 ) ) -RRB- cord-308249-es948mux 55 15 increases increase VBZ cord-308249-es948mux 55 16 if if IN cord-308249-es948mux 55 17 her -PRON- PRP$ cord-308249-es948mux 55 18 dormmate dormmate NN cord-308249-es948mux 55 19 is be VBZ cord-308249-es948mux 55 20 in in IN cord-308249-es948mux 55 21 the the DT cord-308249-es948mux 55 22 highest high JJS cord-308249-es948mux 55 23 25th 25th JJ cord-308249-es948mux 55 24 GPA gpa NN cord-308249-es948mux 55 25 percentile percentile NN cord-308249-es948mux 55 26 [ [ -LRB- cord-308249-es948mux 55 27 32 32 CD cord-308249-es948mux 55 28 ] ] -RRB- cord-308249-es948mux 55 29 . . . cord-308249-es948mux 56 1 In in IN cord-308249-es948mux 56 2 [ [ -LRB- cord-308249-es948mux 56 3 15 15 CD cord-308249-es948mux 56 4 ] ] -RRB- cord-308249-es948mux 56 5 , , , cord-308249-es948mux 56 6 MBA MBA NNP cord-308249-es948mux 56 7 students student NNS cord-308249-es948mux 56 8 tend tend VBP cord-308249-es948mux 56 9 to to TO cord-308249-es948mux 56 10 assimilate assimilate VB cord-308249-es948mux 56 11 the the DT cord-308249-es948mux 56 12 grades grade NNS cord-308249-es948mux 56 13 of of IN cord-308249-es948mux 56 14 their -PRON- PRP$ cord-308249-es948mux 56 15 friends friend NNS cord-308249-es948mux 56 16 and and CC cord-308249-es948mux 56 17 advisers adviser NNS cord-308249-es948mux 56 18 . . . cord-308249-es948mux 57 1 It -PRON- PRP cord-308249-es948mux 57 2 was be VBD cord-308249-es948mux 57 3 also also RB cord-308249-es948mux 57 4 demonstrated demonstrate VBN cord-308249-es948mux 57 5 that that IN cord-308249-es948mux 57 6 this this DT cord-308249-es948mux 57 7 social social JJ cord-308249-es948mux 57 8 influence influence NN cord-308249-es948mux 57 9 is be VBZ cord-308249-es948mux 57 10 associated associate VBN cord-308249-es948mux 57 11 with with IN cord-308249-es948mux 57 12 the the DT cord-308249-es948mux 57 13 personal personal JJ cord-308249-es948mux 57 14 characteristics characteristic NNS cord-308249-es948mux 57 15 of of IN cord-308249-es948mux 57 16 students student NNS cord-308249-es948mux 57 17 and and CC cord-308249-es948mux 57 18 the the DT cord-308249-es948mux 57 19 nature nature NN cord-308249-es948mux 57 20 of of IN cord-308249-es948mux 57 21 their -PRON- PRP$ cord-308249-es948mux 57 22 social social JJ cord-308249-es948mux 57 23 connections connection NNS cord-308249-es948mux 57 24 . . . cord-308249-es948mux 58 1 For for IN cord-308249-es948mux 58 2 instance instance NN cord-308249-es948mux 58 3 , , , cord-308249-es948mux 58 4 lower lower RBR cord-308249-es948mux 58 5 - - HYPH cord-308249-es948mux 58 6 achieving achieve VBG cord-308249-es948mux 58 7 students student NNS cord-308249-es948mux 58 8 are be VBP cord-308249-es948mux 58 9 more more RBR cord-308249-es948mux 58 10 influenced influence VBN cord-308249-es948mux 58 11 by by IN cord-308249-es948mux 58 12 their -PRON- PRP$ cord-308249-es948mux 58 13 peers peer NNS cord-308249-es948mux 58 14 [ [ -LRB- cord-308249-es948mux 58 15 33 33 CD cord-308249-es948mux 58 16 , , , cord-308249-es948mux 58 17 34 34 CD cord-308249-es948mux 58 18 ] ] -RRB- cord-308249-es948mux 58 19 , , , cord-308249-es948mux 58 20 the the DT cord-308249-es948mux 58 21 diffusion diffusion NN cord-308249-es948mux 58 22 of of IN cord-308249-es948mux 58 23 academic academic JJ cord-308249-es948mux 58 24 performance performance NN cord-308249-es948mux 58 25 is be VBZ cord-308249-es948mux 58 26 stronger strong JJR cord-308249-es948mux 58 27 among among IN cord-308249-es948mux 58 28 women woman NNS cord-308249-es948mux 58 29 than than IN cord-308249-es948mux 58 30 men man NNS cord-308249-es948mux 58 31 [ [ -LRB- cord-308249-es948mux 58 32 35 35 CD cord-308249-es948mux 58 33 ] ] -RRB- cord-308249-es948mux 58 34 , , , cord-308249-es948mux 58 35 can can MD cord-308249-es948mux 58 36 be be VB cord-308249-es948mux 58 37 related relate VBN cord-308249-es948mux 58 38 to to IN cord-308249-es948mux 58 39 the the DT cord-308249-es948mux 58 40 race race NN cord-308249-es948mux 58 41 of of IN cord-308249-es948mux 58 42 a a DT cord-308249-es948mux 58 43 peer peer NN cord-308249-es948mux 58 44 [ [ -LRB- cord-308249-es948mux 58 45 36 36 CD cord-308249-es948mux 58 46 , , , cord-308249-es948mux 58 47 37 37 CD cord-308249-es948mux 58 48 ] ] -RRB- cord-308249-es948mux 58 49 , , , cord-308249-es948mux 58 50 and and CC cord-308249-es948mux 58 51 is be VBZ cord-308249-es948mux 58 52 stronger strong JJR cord-308249-es948mux 58 53 from from IN cord-308249-es948mux 58 54 close close JJ cord-308249-es948mux 58 55 peers peer NNS cord-308249-es948mux 58 56 such such JJ cord-308249-es948mux 58 57 as as IN cord-308249-es948mux 58 58 friends friend NNS cord-308249-es948mux 58 59 [ [ -LRB- cord-308249-es948mux 58 60 38 38 CD cord-308249-es948mux 58 61 ] ] -RRB- cord-308249-es948mux 58 62 . . . cord-308249-es948mux 59 1 At at IN cord-308249-es948mux 59 2 the the DT cord-308249-es948mux 59 3 same same JJ cord-308249-es948mux 59 4 time time NN cord-308249-es948mux 59 5 , , , cord-308249-es948mux 59 6 online online JJ cord-308249-es948mux 59 7 communication communication NN cord-308249-es948mux 59 8 networks network NNS cord-308249-es948mux 59 9 do do VBP cord-308249-es948mux 59 10 not not RB cord-308249-es948mux 59 11 serve serve VB cord-308249-es948mux 59 12 as as IN cord-308249-es948mux 59 13 effective effective JJ cord-308249-es948mux 59 14 channels channel NNS cord-308249-es948mux 59 15 for for IN cord-308249-es948mux 59 16 performance performance NN cord-308249-es948mux 59 17 transmission transmission NN cord-308249-es948mux 59 18 . . . cord-308249-es948mux 60 1 Students student NNS cord-308249-es948mux 60 2 tend tend VBP cord-308249-es948mux 60 3 to to TO cord-308249-es948mux 60 4 segregate segregate VB cord-308249-es948mux 60 5 in in IN cord-308249-es948mux 60 6 online online JJ cord-308249-es948mux 60 7 networks network NNS cord-308249-es948mux 60 8 based base VBN cord-308249-es948mux 60 9 on on IN cord-308249-es948mux 60 10 their -PRON- PRP$ cord-308249-es948mux 60 11 performance performance NN cord-308249-es948mux 60 12 and and CC cord-308249-es948mux 60 13 this this DT cord-308249-es948mux 60 14 prevents prevent VBZ cord-308249-es948mux 60 15 the the DT cord-308249-es948mux 60 16 diffusion diffusion NN cord-308249-es948mux 60 17 of of IN cord-308249-es948mux 60 18 achievements achievement NNS cord-308249-es948mux 60 19 through through IN cord-308249-es948mux 60 20 online online JJ cord-308249-es948mux 60 21 ties tie NNS cord-308249-es948mux 60 22 [ [ -LRB- cord-308249-es948mux 60 23 18 18 CD cord-308249-es948mux 60 24 , , , cord-308249-es948mux 60 25 19 19 CD cord-308249-es948mux 60 26 ] ] -RRB- cord-308249-es948mux 60 27 . . . cord-308249-es948mux 61 1 Summarizing summarize VBG cord-308249-es948mux 61 2 , , , cord-308249-es948mux 61 3 the the DT cord-308249-es948mux 61 4 majority majority NN cord-308249-es948mux 61 5 of of IN cord-308249-es948mux 61 6 studies study NNS cord-308249-es948mux 61 7 demonstrate demonstrate VBP cord-308249-es948mux 61 8 that that IN cord-308249-es948mux 61 9 social social JJ cord-308249-es948mux 61 10 networks network NNS cord-308249-es948mux 61 11 are be VBP cord-308249-es948mux 61 12 effective effective JJ cord-308249-es948mux 61 13 channels channel NNS cord-308249-es948mux 61 14 for for IN cord-308249-es948mux 61 15 the the DT cord-308249-es948mux 61 16 performance performance NN cord-308249-es948mux 61 17 diffusion diffusion NN cord-308249-es948mux 61 18 . . . cord-308249-es948mux 62 1 It -PRON- PRP cord-308249-es948mux 62 2 was be VBD cord-308249-es948mux 62 3 shown show VBN cord-308249-es948mux 62 4 that that IN cord-308249-es948mux 62 5 achievements achievement NNS cord-308249-es948mux 62 6 spread spread VBP cord-308249-es948mux 62 7 well well RB cord-308249-es948mux 62 8 within within IN cord-308249-es948mux 62 9 friendship friendship NN cord-308249-es948mux 62 10 networks network NNS cord-308249-es948mux 62 11 , , , cord-308249-es948mux 62 12 while while IN cord-308249-es948mux 62 13 other other JJ cord-308249-es948mux 62 14 types type NNS cord-308249-es948mux 62 15 of of IN cord-308249-es948mux 62 16 ties tie NNS cord-308249-es948mux 62 17 ( ( -LRB- cord-308249-es948mux 62 18 e.g. e.g. IN cord-308249-es948mux 62 19 online online JJ cord-308249-es948mux 62 20 relationships relationship NNS cord-308249-es948mux 62 21 ) ) -RRB- cord-308249-es948mux 62 22 do do VBP cord-308249-es948mux 62 23 not not RB cord-308249-es948mux 62 24 serve serve VB cord-308249-es948mux 62 25 as as IN cord-308249-es948mux 62 26 channels channel NNS cord-308249-es948mux 62 27 for for IN cord-308249-es948mux 62 28 the the DT cord-308249-es948mux 62 29 performance performance NN cord-308249-es948mux 62 30 transmission transmission NN cord-308249-es948mux 62 31 . . . cord-308249-es948mux 63 1 In in IN cord-308249-es948mux 63 2 this this DT cord-308249-es948mux 63 3 paper paper NN cord-308249-es948mux 63 4 , , , cord-308249-es948mux 63 5 we -PRON- PRP cord-308249-es948mux 63 6 examine examine VBP cord-308249-es948mux 63 7 the the DT cord-308249-es948mux 63 8 diffusion diffusion NN cord-308249-es948mux 63 9 of of IN cord-308249-es948mux 63 10 academic academic JJ cord-308249-es948mux 63 11 achievements achievement NNS cord-308249-es948mux 63 12 in in IN cord-308249-es948mux 63 13 two two CD cord-308249-es948mux 63 14 distinct distinct JJ cord-308249-es948mux 63 15 social social JJ cord-308249-es948mux 63 16 networks network NNS cord-308249-es948mux 63 17 : : : cord-308249-es948mux 63 18 friendship friendship NN cord-308249-es948mux 63 19 and and CC cord-308249-es948mux 63 20 study study NN cord-308249-es948mux 63 21 assistance assistance NN cord-308249-es948mux 63 22 . . . cord-308249-es948mux 64 1 We -PRON- PRP cord-308249-es948mux 64 2 demonstrate demonstrate VBP cord-308249-es948mux 64 3 that that IN cord-308249-es948mux 64 4 , , , cord-308249-es948mux 64 5 despite despite IN cord-308249-es948mux 64 6 the the DT cord-308249-es948mux 64 7 significant significant JJ cord-308249-es948mux 64 8 overlap overlap NN cord-308249-es948mux 64 9 in in IN cord-308249-es948mux 64 10 these these DT cord-308249-es948mux 64 11 networks network NNS cord-308249-es948mux 64 12 , , , cord-308249-es948mux 64 13 they -PRON- PRP cord-308249-es948mux 64 14 exhibit exhibit VBP cord-308249-es948mux 64 15 different different JJ cord-308249-es948mux 64 16 patterns pattern NNS cord-308249-es948mux 64 17 of of IN cord-308249-es948mux 64 18 behavior behavior NN cord-308249-es948mux 64 19 transmission transmission NN cord-308249-es948mux 64 20 . . . cord-308249-es948mux 65 1 We -PRON- PRP cord-308249-es948mux 65 2 analyze analyze VBP cord-308249-es948mux 65 3 the the DT cord-308249-es948mux 65 4 longitudinal longitudinal JJ cord-308249-es948mux 65 5 data datum NNS cord-308249-es948mux 65 6 on on IN cord-308249-es948mux 65 7 friendship friendship NN cord-308249-es948mux 65 8 and and CC cord-308249-es948mux 65 9 study study NN cord-308249-es948mux 65 10 assistance assistance NN cord-308249-es948mux 65 11 networks network NNS cord-308249-es948mux 65 12 and and CC cord-308249-es948mux 65 13 GPA GPA NNP cord-308249-es948mux 65 14 of of IN cord-308249-es948mux 65 15 a a DT cord-308249-es948mux 65 16 first first JJ cord-308249-es948mux 65 17 - - HYPH cord-308249-es948mux 65 18 year year NN cord-308249-es948mux 65 19 student student NN cord-308249-es948mux 65 20 cohort cohort NN cord-308249-es948mux 65 21 of of IN cord-308249-es948mux 65 22 the the DT cord-308249-es948mux 65 23 Economics Economics NNP cord-308249-es948mux 65 24 department department NN cord-308249-es948mux 65 25 in in IN cord-308249-es948mux 65 26 one one CD cord-308249-es948mux 65 27 of of IN cord-308249-es948mux 65 28 the the DT cord-308249-es948mux 65 29 leading leading JJ cord-308249-es948mux 65 30 Russian russian JJ cord-308249-es948mux 65 31 universities university NNS cord-308249-es948mux 65 32 in in IN cord-308249-es948mux 65 33 2013 2013 CD cord-308249-es948mux 65 34 - - SYM cord-308249-es948mux 65 35 2014 2014 CD cord-308249-es948mux 65 36 academic academic JJ cord-308249-es948mux 65 37 year year NN cord-308249-es948mux 65 38 . . . cord-308249-es948mux 66 1 In in IN cord-308249-es948mux 66 2 this this DT cord-308249-es948mux 66 3 university university NN cord-308249-es948mux 66 4 , , , cord-308249-es948mux 66 5 students student NNS cord-308249-es948mux 66 6 are be VBP cord-308249-es948mux 66 7 randomly randomly RB cord-308249-es948mux 66 8 assigned assign VBN cord-308249-es948mux 66 9 by by IN cord-308249-es948mux 66 10 the the DT cord-308249-es948mux 66 11 administration administration NN cord-308249-es948mux 66 12 to to TO cord-308249-es948mux 66 13 different different JJ cord-308249-es948mux 66 14 study study NN cord-308249-es948mux 66 15 groups group NNS cord-308249-es948mux 66 16 of of IN cord-308249-es948mux 66 17 up up IN cord-308249-es948mux 66 18 to to TO cord-308249-es948mux 66 19 30 30 CD cord-308249-es948mux 66 20 students student NNS cord-308249-es948mux 66 21 . . . cord-308249-es948mux 67 1 Lectures lecture NNS cord-308249-es948mux 67 2 are be VBP cord-308249-es948mux 67 3 usually usually RB cord-308249-es948mux 67 4 delivered deliver VBN cord-308249-es948mux 67 5 to to IN cord-308249-es948mux 67 6 all all PDT cord-308249-es948mux 67 7 the the DT cord-308249-es948mux 67 8 cohort cohort NN cord-308249-es948mux 67 9 simultaneously simultaneously RB cord-308249-es948mux 67 10 while while IN cord-308249-es948mux 67 11 seminar seminar NN cord-308249-es948mux 67 12 classes class NNS cord-308249-es948mux 67 13 are be VBP cord-308249-es948mux 67 14 delivered deliver VBN cord-308249-es948mux 67 15 to to IN cord-308249-es948mux 67 16 each each DT cord-308249-es948mux 67 17 study study NN cord-308249-es948mux 67 18 group group NN cord-308249-es948mux 67 19 separately separately RB cord-308249-es948mux 67 20 . . . cord-308249-es948mux 68 1 In in IN cord-308249-es948mux 68 2 the the DT cord-308249-es948mux 68 3 first first JJ cord-308249-es948mux 68 4 year year NN cord-308249-es948mux 68 5 , , , cord-308249-es948mux 68 6 most most JJS cord-308249-es948mux 68 7 of of IN cord-308249-es948mux 68 8 the the DT cord-308249-es948mux 68 9 courses course NNS cord-308249-es948mux 68 10 are be VBP cord-308249-es948mux 68 11 obligatory obligatory JJ cord-308249-es948mux 68 12 . . . cord-308249-es948mux 69 1 Therefore therefore RB cord-308249-es948mux 69 2 , , , cord-308249-es948mux 69 3 students student NNS cord-308249-es948mux 69 4 have have VBP cord-308249-es948mux 69 5 a a DT cord-308249-es948mux 69 6 limited limited JJ cord-308249-es948mux 69 7 possibility possibility NN cord-308249-es948mux 69 8 to to TO cord-308249-es948mux 69 9 form form VB cord-308249-es948mux 69 10 networks network NNS cord-308249-es948mux 69 11 with with IN cord-308249-es948mux 69 12 students student NNS cord-308249-es948mux 69 13 from from IN cord-308249-es948mux 69 14 other other JJ cord-308249-es948mux 69 15 groups group NNS cord-308249-es948mux 69 16 , , , cord-308249-es948mux 69 17 programs program NNS cord-308249-es948mux 69 18 , , , cord-308249-es948mux 69 19 or or CC cord-308249-es948mux 69 20 year year NN cord-308249-es948mux 69 21 cohorts cohort NNS cord-308249-es948mux 69 22 . . . cord-308249-es948mux 70 1 The the DT cord-308249-es948mux 70 2 academic academic JJ cord-308249-es948mux 70 3 year year NN cord-308249-es948mux 70 4 consists consist VBZ cord-308249-es948mux 70 5 of of IN cord-308249-es948mux 70 6 four four CD cord-308249-es948mux 70 7 modules module NNS cord-308249-es948mux 70 8 of of IN cord-308249-es948mux 70 9 two two CD cord-308249-es948mux 70 10 or or CC cord-308249-es948mux 70 11 three three CD cord-308249-es948mux 70 12 months month NNS cord-308249-es948mux 70 13 . . . cord-308249-es948mux 71 1 At at IN cord-308249-es948mux 71 2 the the DT cord-308249-es948mux 71 3 end end NN cord-308249-es948mux 71 4 of of IN cord-308249-es948mux 71 5 each each DT cord-308249-es948mux 71 6 module module NN cord-308249-es948mux 71 7 , , , cord-308249-es948mux 71 8 students student NNS cord-308249-es948mux 71 9 take take VBP cord-308249-es948mux 71 10 final final JJ cord-308249-es948mux 71 11 tests test NNS cord-308249-es948mux 71 12 and and CC cord-308249-es948mux 71 13 exams exam NNS cord-308249-es948mux 71 14 . . . cord-308249-es948mux 72 1 The the DT cord-308249-es948mux 72 2 grading grading NN cord-308249-es948mux 72 3 system system NN cord-308249-es948mux 72 4 is be VBZ cord-308249-es948mux 72 5 at at IN cord-308249-es948mux 72 6 a a DT cord-308249-es948mux 72 7 10-point 10-point JJ cord-308249-es948mux 72 8 scale scale NN cord-308249-es948mux 72 9 where where WRB cord-308249-es948mux 72 10 a a DT cord-308249-es948mux 72 11 higher high JJR cord-308249-es948mux 72 12 score score NN cord-308249-es948mux 72 13 indicates indicate VBZ cord-308249-es948mux 72 14 a a DT cord-308249-es948mux 72 15 higher high JJR cord-308249-es948mux 72 16 level level NN cord-308249-es948mux 72 17 of of IN cord-308249-es948mux 72 18 academic academic JJ cord-308249-es948mux 72 19 achievement achievement NN cord-308249-es948mux 72 20 . . . cord-308249-es948mux 73 1 The the DT cord-308249-es948mux 73 2 course course NN cord-308249-es948mux 73 3 grade grade NN cord-308249-es948mux 73 4 is be VBZ cord-308249-es948mux 73 5 the the DT cord-308249-es948mux 73 6 weighted weighted JJ cord-308249-es948mux 73 7 average average NN cord-308249-es948mux 73 8 of of IN cord-308249-es948mux 73 9 midterm midterm NN cord-308249-es948mux 73 10 and and CC cord-308249-es948mux 73 11 final final JJ cord-308249-es948mux 73 12 exams exam NNS cord-308249-es948mux 73 13 , , , cord-308249-es948mux 73 14 homework homework NN cord-308249-es948mux 73 15 , , , cord-308249-es948mux 73 16 essays essay NNS cord-308249-es948mux 73 17 , , , cord-308249-es948mux 73 18 and and CC cord-308249-es948mux 73 19 other other JJ cord-308249-es948mux 73 20 academic academic JJ cord-308249-es948mux 73 21 activities activity NNS cord-308249-es948mux 73 22 during during IN cord-308249-es948mux 73 23 the the DT cord-308249-es948mux 73 24 course course NN cord-308249-es948mux 73 25 . . . cord-308249-es948mux 74 1 The the DT cord-308249-es948mux 74 2 sample sample NN cord-308249-es948mux 74 3 consists consist VBZ cord-308249-es948mux 74 4 of of IN cord-308249-es948mux 74 5 31 31 CD cord-308249-es948mux 74 6 % % NN cord-308249-es948mux 74 7 males male NNS cord-308249-es948mux 74 8 and and CC cord-308249-es948mux 74 9 69 69 CD cord-308249-es948mux 74 10 % % NN cord-308249-es948mux 74 11 females female NNS cord-308249-es948mux 74 12 . . . cord-308249-es948mux 75 1 The the DT cord-308249-es948mux 75 2 data datum NNS cord-308249-es948mux 75 3 for for IN cord-308249-es948mux 75 4 this this DT cord-308249-es948mux 75 5 study study NN cord-308249-es948mux 75 6 was be VBD cord-308249-es948mux 75 7 gathered gather VBN cord-308249-es948mux 75 8 from from IN cord-308249-es948mux 75 9 two two CD cord-308249-es948mux 75 10 sources source NNS cord-308249-es948mux 75 11 : : : cord-308249-es948mux 75 12 the the DT cord-308249-es948mux 75 13 longitudinal longitudinal JJ cord-308249-es948mux 75 14 student student NN cord-308249-es948mux 75 15 questionnaire questionnaire NN cord-308249-es948mux 75 16 survey survey NN cord-308249-es948mux 75 17 ( ( -LRB- cord-308249-es948mux 75 18 3 3 CD cord-308249-es948mux 75 19 waves wave NNS cord-308249-es948mux 75 20 during during IN cord-308249-es948mux 75 21 the the DT cord-308249-es948mux 75 22 first first JJ cord-308249-es948mux 75 23 academic academic JJ cord-308249-es948mux 75 24 year year NN cord-308249-es948mux 75 25 : : : cord-308249-es948mux 75 26 October October NNP cord-308249-es948mux 75 27 2013 2013 CD cord-308249-es948mux 75 28 , , , cord-308249-es948mux 75 29 February February NNP cord-308249-es948mux 75 30 2014 2014 CD cord-308249-es948mux 75 31 , , , cord-308249-es948mux 75 32 and and CC cord-308249-es948mux 75 33 June June NNP cord-308249-es948mux 75 34 2014 2014 CD cord-308249-es948mux 75 35 ) ) -RRB- cord-308249-es948mux 75 36 and and CC cord-308249-es948mux 75 37 the the DT cord-308249-es948mux 75 38 university university NN cord-308249-es948mux 75 39 administrative administrative JJ cord-308249-es948mux 75 40 database database NN cord-308249-es948mux 75 41 . . . cord-308249-es948mux 76 1 In in IN cord-308249-es948mux 76 2 total total NN cord-308249-es948mux 76 3 , , , cord-308249-es948mux 76 4 our -PRON- PRP$ cord-308249-es948mux 76 5 dataset dataset NN cord-308249-es948mux 76 6 consists consist VBZ cord-308249-es948mux 76 7 of of IN cord-308249-es948mux 76 8 117 117 CD cord-308249-es948mux 76 9 students student NNS cord-308249-es948mux 76 10 that that WDT cord-308249-es948mux 76 11 took take VBD cord-308249-es948mux 76 12 part part NN cord-308249-es948mux 76 13 in in IN cord-308249-es948mux 76 14 at at RB cord-308249-es948mux 76 15 least least RBS cord-308249-es948mux 76 16 two two CD cord-308249-es948mux 76 17 surveys survey NNS cord-308249-es948mux 76 18 with with IN cord-308249-es948mux 76 19 up up IN cord-308249-es948mux 76 20 to to TO cord-308249-es948mux 76 21 700 700 CD cord-308249-es948mux 76 22 connections connection NNS cord-308249-es948mux 76 23 between between IN cord-308249-es948mux 76 24 them -PRON- PRP cord-308249-es948mux 76 25 in in IN cord-308249-es948mux 76 26 total total NN cord-308249-es948mux 76 27 . . . cord-308249-es948mux 77 1 The the DT cord-308249-es948mux 77 2 detailed detailed JJ cord-308249-es948mux 77 3 over over IN cord-308249-es948mux 77 4 - - HYPH cord-308249-es948mux 77 5 time time NN cord-308249-es948mux 77 6 aspect aspect NN cord-308249-es948mux 77 7 of of IN cord-308249-es948mux 77 8 the the DT cord-308249-es948mux 77 9 networks network NNS cord-308249-es948mux 77 10 gives give VBZ cord-308249-es948mux 77 11 us -PRON- PRP cord-308249-es948mux 77 12 a a DT cord-308249-es948mux 77 13 rich rich JJ cord-308249-es948mux 77 14 dataset dataset NN cord-308249-es948mux 77 15 of of IN cord-308249-es948mux 77 16 links link NNS cord-308249-es948mux 77 17 of of IN cord-308249-es948mux 77 18 diverse diverse JJ cord-308249-es948mux 77 19 nature nature NN cord-308249-es948mux 77 20 . . . cord-308249-es948mux 78 1 The the DT cord-308249-es948mux 78 2 sample sample NN cord-308249-es948mux 78 3 can can MD cord-308249-es948mux 78 4 be be VB cord-308249-es948mux 78 5 considered consider VBN cord-308249-es948mux 78 6 representative representative NN cord-308249-es948mux 78 7 to to IN cord-308249-es948mux 78 8 student student NN cord-308249-es948mux 78 9 cohorts cohort NNS cord-308249-es948mux 78 10 in in IN cord-308249-es948mux 78 11 selective selective JJ cord-308249-es948mux 78 12 universities university NNS cord-308249-es948mux 78 13 . . . cord-308249-es948mux 79 1 In in IN cord-308249-es948mux 79 2 the the DT cord-308249-es948mux 79 3 questionnaire questionnaire NN cord-308249-es948mux 79 4 survey survey NN cord-308249-es948mux 79 5 , , , cord-308249-es948mux 79 6 we -PRON- PRP cord-308249-es948mux 79 7 ask ask VBP cord-308249-es948mux 79 8 students student NNS cord-308249-es948mux 79 9 about about IN cord-308249-es948mux 79 10 their -PRON- PRP$ cord-308249-es948mux 79 11 connections connection NNS cord-308249-es948mux 79 12 within within IN cord-308249-es948mux 79 13 their -PRON- PRP$ cord-308249-es948mux 79 14 cohort cohort NN cord-308249-es948mux 79 15 . . . cord-308249-es948mux 80 1 The the DT cord-308249-es948mux 80 2 questions question NNS cord-308249-es948mux 80 3 were be VBD cord-308249-es948mux 80 4 formulated formulate VBN cord-308249-es948mux 80 5 in in IN cord-308249-es948mux 80 6 the the DT cord-308249-es948mux 80 7 following following JJ cord-308249-es948mux 80 8 way way NN cord-308249-es948mux 80 9 : : : cord-308249-es948mux 80 10 1 1 CD cord-308249-es948mux 80 11 . . . cord-308249-es948mux 81 1 Please please UH cord-308249-es948mux 81 2 indicate indicate VB cord-308249-es948mux 81 3 the the DT cord-308249-es948mux 81 4 classmates classmate NNS cord-308249-es948mux 81 5 with with IN cord-308249-es948mux 81 6 whom whom WP cord-308249-es948mux 81 7 you -PRON- PRP cord-308249-es948mux 81 8 spend spend VBP cord-308249-es948mux 81 9 most most JJS cord-308249-es948mux 81 10 of of IN cord-308249-es948mux 81 11 your -PRON- PRP$ cord-308249-es948mux 81 12 time time NN cord-308249-es948mux 81 13 together together RB cord-308249-es948mux 81 14 ; ; : cord-308249-es948mux 81 15 2 2 CD cord-308249-es948mux 81 16 . . . cord-308249-es948mux 82 1 Please please UH cord-308249-es948mux 82 2 indicate indicate VB cord-308249-es948mux 82 3 the the DT cord-308249-es948mux 82 4 classmates classmate NNS cord-308249-es948mux 82 5 whom whom WP cord-308249-es948mux 82 6 you -PRON- PRP cord-308249-es948mux 82 7 ask ask VBP cord-308249-es948mux 82 8 for for IN cord-308249-es948mux 82 9 help help NN cord-308249-es948mux 82 10 with with IN cord-308249-es948mux 82 11 your -PRON- PRP$ cord-308249-es948mux 82 12 studies study NNS cord-308249-es948mux 82 13 . . . cord-308249-es948mux 83 1 The the DT cord-308249-es948mux 83 2 role role NN cord-308249-es948mux 83 3 of of IN cord-308249-es948mux 83 4 distinct distinct JJ cord-308249-es948mux 83 5 social social JJ cord-308249-es948mux 83 6 networks network NNS cord-308249-es948mux 83 7 in in IN cord-308249-es948mux 83 8 academic academic JJ cord-308249-es948mux 83 9 performance performance NN cord-308249-es948mux 83 10 diffusion diffusion NN cord-308249-es948mux 83 11 . . . cord-308249-es948mux 84 1 There there EX cord-308249-es948mux 84 2 were be VBD cord-308249-es948mux 84 3 no no DT cord-308249-es948mux 84 4 limitations limitation NNS cord-308249-es948mux 84 5 in in IN cord-308249-es948mux 84 6 the the DT cord-308249-es948mux 84 7 number number NN cord-308249-es948mux 84 8 of of IN cord-308249-es948mux 84 9 nominations nomination NNS cord-308249-es948mux 84 10 . . . cord-308249-es948mux 85 1 Additionally additionally RB cord-308249-es948mux 85 2 , , , cord-308249-es948mux 85 3 students student NNS cord-308249-es948mux 85 4 were be VBD cord-308249-es948mux 85 5 asked ask VBN cord-308249-es948mux 85 6 to to TO cord-308249-es948mux 85 7 indicate indicate VB cord-308249-es948mux 85 8 those those DT cord-308249-es948mux 85 9 classmates classmate NNS cord-308249-es948mux 85 10 whom whom WP cord-308249-es948mux 85 11 they -PRON- PRP cord-308249-es948mux 85 12 knew know VBD cord-308249-es948mux 85 13 before before IN cord-308249-es948mux 85 14 the the DT cord-308249-es948mux 85 15 admission admission NN cord-308249-es948mux 85 16 to to IN cord-308249-es948mux 85 17 the the DT cord-308249-es948mux 85 18 university university NN cord-308249-es948mux 85 19 . . . cord-308249-es948mux 86 1 We -PRON- PRP cord-308249-es948mux 86 2 also also RB cord-308249-es948mux 86 3 gather gather VBP cord-308249-es948mux 86 4 information information NN cord-308249-es948mux 86 5 about about IN cord-308249-es948mux 86 6 students student NNS cord-308249-es948mux 86 7 ' ' POS cord-308249-es948mux 86 8 study study NN cord-308249-es948mux 86 9 - - HYPH cord-308249-es948mux 86 10 group group NN cord-308249-es948mux 86 11 affiliation affiliation NN cord-308249-es948mux 86 12 from from IN cord-308249-es948mux 86 13 the the DT cord-308249-es948mux 86 14 administrative administrative JJ cord-308249-es948mux 86 15 database database NN cord-308249-es948mux 86 16 . . . cord-308249-es948mux 87 1 In in IN cord-308249-es948mux 87 2 total total NN cord-308249-es948mux 87 3 , , , cord-308249-es948mux 87 4 we -PRON- PRP cord-308249-es948mux 87 5 have have VBP cord-308249-es948mux 87 6 four four CD cord-308249-es948mux 87 7 different different JJ cord-308249-es948mux 87 8 network network NN cord-308249-es948mux 87 9 types type NNS cord-308249-es948mux 87 10 : : : cord-308249-es948mux 87 11 friendship friendship NN cord-308249-es948mux 87 12 , , , cord-308249-es948mux 87 13 study study NN cord-308249-es948mux 87 14 assistance assistance NN cord-308249-es948mux 87 15 , , , cord-308249-es948mux 87 16 knowing know VBG cord-308249-es948mux 87 17 each each DT cord-308249-es948mux 87 18 other other JJ cord-308249-es948mux 87 19 before before IN cord-308249-es948mux 87 20 studies study NNS cord-308249-es948mux 87 21 , , , cord-308249-es948mux 87 22 and and CC cord-308249-es948mux 87 23 being be VBG cord-308249-es948mux 87 24 in in IN cord-308249-es948mux 87 25 the the DT cord-308249-es948mux 87 26 same same JJ cord-308249-es948mux 87 27 study study NN cord-308249-es948mux 87 28 group group NN cord-308249-es948mux 87 29 . . . cord-308249-es948mux 88 1 From from IN cord-308249-es948mux 88 2 an an DT cord-308249-es948mux 88 3 administrative administrative JJ cord-308249-es948mux 88 4 database database NN cord-308249-es948mux 88 5 of of IN cord-308249-es948mux 88 6 the the DT cord-308249-es948mux 88 7 university university NN cord-308249-es948mux 88 8 , , , cord-308249-es948mux 88 9 we -PRON- PRP cord-308249-es948mux 88 10 gather gather VBP cord-308249-es948mux 88 11 data datum NNS cord-308249-es948mux 88 12 about about IN cord-308249-es948mux 88 13 student student NN cord-308249-es948mux 88 14 performance performance NN cord-308249-es948mux 88 15 ( ( -LRB- cord-308249-es948mux 88 16 grade grade NN cord-308249-es948mux 88 17 point point NN cord-308249-es948mux 88 18 average average JJ cord-308249-es948mux 88 19 , , , cord-308249-es948mux 88 20 or or CC cord-308249-es948mux 88 21 GPA GPA NNP cord-308249-es948mux 88 22 at at IN cord-308249-es948mux 88 23 the the DT cord-308249-es948mux 88 24 end end NN cord-308249-es948mux 88 25 of of IN cord-308249-es948mux 88 26 the the DT cord-308249-es948mux 88 27 first first JJ cord-308249-es948mux 88 28 year year NN cord-308249-es948mux 88 29 ) ) -RRB- cord-308249-es948mux 88 30 that that WDT cord-308249-es948mux 88 31 is be VBZ cord-308249-es948mux 88 32 measured measure VBN cord-308249-es948mux 88 33 on on IN cord-308249-es948mux 88 34 a a DT cord-308249-es948mux 88 35 scale scale NN cord-308249-es948mux 88 36 from from IN cord-308249-es948mux 88 37 0 0 CD cord-308249-es948mux 88 38 to to IN cord-308249-es948mux 88 39 10 10 CD cord-308249-es948mux 88 40 . . . cord-308249-es948mux 89 1 We -PRON- PRP cord-308249-es948mux 89 2 transform transform VBP cord-308249-es948mux 89 3 the the DT cord-308249-es948mux 89 4 data datum NNS cord-308249-es948mux 89 5 on on IN cord-308249-es948mux 89 6 performance performance NN cord-308249-es948mux 89 7 from from IN cord-308249-es948mux 89 8 continuous continuous JJ cord-308249-es948mux 89 9 to to IN cord-308249-es948mux 89 10 categorical categorical JJ cord-308249-es948mux 89 11 scale scale NN cord-308249-es948mux 89 12 and and CC cord-308249-es948mux 89 13 distinguish distinguish VB cord-308249-es948mux 89 14 four four CD cord-308249-es948mux 89 15 performance performance NN cord-308249-es948mux 89 16 groups group NNS cord-308249-es948mux 89 17 based base VBN cord-308249-es948mux 89 18 on on IN cord-308249-es948mux 89 19 the the DT cord-308249-es948mux 89 20 grading grading NN cord-308249-es948mux 89 21 system system NN cord-308249-es948mux 89 22 of of IN cord-308249-es948mux 89 23 the the DT cord-308249-es948mux 89 24 university university NN cord-308249-es948mux 89 25 : : : cord-308249-es948mux 89 26 high high JJ cord-308249-es948mux 89 27 performing perform VBG cord-308249-es948mux 89 28 students student NNS cord-308249-es948mux 89 29 ( ( -LRB- cord-308249-es948mux 89 30 their -PRON- PRP$ cord-308249-es948mux 89 31 GPA GPA NNP cord-308249-es948mux 89 32 is be VBZ cord-308249-es948mux 89 33 equal equal JJ cord-308249-es948mux 89 34 or or CC cord-308249-es948mux 89 35 higher high JJR cord-308249-es948mux 89 36 than than IN cord-308249-es948mux 89 37 8) 8) NN cord-308249-es948mux 89 38 , , , cord-308249-es948mux 89 39 medium medium JJ cord-308249-es948mux 89 40 high high JJ cord-308249-es948mux 89 41 performing perform VBG cord-308249-es948mux 89 42 students student NNS cord-308249-es948mux 89 43 ( ( -LRB- cord-308249-es948mux 89 44 with with IN cord-308249-es948mux 89 45 GPA GPA NNP cord-308249-es948mux 89 46 from from IN cord-308249-es948mux 89 47 6 6 CD cord-308249-es948mux 89 48 to to IN cord-308249-es948mux 89 49 8) 8) NN cord-308249-es948mux 89 50 , , , cord-308249-es948mux 89 51 medium medium JJ cord-308249-es948mux 89 52 low low JJ cord-308249-es948mux 89 53 performing perform VBG cord-308249-es948mux 89 54 students student NNS cord-308249-es948mux 89 55 ( ( -LRB- cord-308249-es948mux 89 56 with with IN cord-308249-es948mux 89 57 GPA GPA NNP cord-308249-es948mux 89 58 from from IN cord-308249-es948mux 89 59 4 4 CD cord-308249-es948mux 89 60 to to IN cord-308249-es948mux 89 61 6 6 CD cord-308249-es948mux 89 62 ) ) -RRB- cord-308249-es948mux 89 63 and and CC cord-308249-es948mux 89 64 low low JJ cord-308249-es948mux 89 65 performing perform VBG cord-308249-es948mux 89 66 students student NNS cord-308249-es948mux 89 67 ( ( -LRB- cord-308249-es948mux 89 68 with with IN cord-308249-es948mux 89 69 GPA GPA NNP cord-308249-es948mux 89 70 lower low JJR cord-308249-es948mux 89 71 than than IN cord-308249-es948mux 89 72 4 4 CD cord-308249-es948mux 89 73 ) ) -RRB- cord-308249-es948mux 89 74 . . . cord-308249-es948mux 90 1 It -PRON- PRP cord-308249-es948mux 90 2 is be VBZ cord-308249-es948mux 90 3 important important JJ cord-308249-es948mux 90 4 to to TO cord-308249-es948mux 90 5 mention mention VB cord-308249-es948mux 90 6 that that IN cord-308249-es948mux 90 7 the the DT cord-308249-es948mux 90 8 information information NN cord-308249-es948mux 90 9 about about IN cord-308249-es948mux 90 10 individual individual JJ cord-308249-es948mux 90 11 student student NN cord-308249-es948mux 90 12 grades grade NNS cord-308249-es948mux 90 13 is be VBZ cord-308249-es948mux 90 14 publicly publicly RB cord-308249-es948mux 90 15 available available JJ cord-308249-es948mux 90 16 in in IN cord-308249-es948mux 90 17 this this DT cord-308249-es948mux 90 18 university university NN cord-308249-es948mux 90 19 . . . cord-308249-es948mux 91 1 This this DT cord-308249-es948mux 91 2 is be VBZ cord-308249-es948mux 91 3 common common JJ cord-308249-es948mux 91 4 in in IN cord-308249-es948mux 91 5 some some DT cord-308249-es948mux 91 6 Russian russian JJ cord-308249-es948mux 91 7 universities university NNS cord-308249-es948mux 91 8 but but CC cord-308249-es948mux 91 9 very very RB cord-308249-es948mux 91 10 different different JJ cord-308249-es948mux 91 11 from from IN cord-308249-es948mux 91 12 educational educational JJ cord-308249-es948mux 91 13 systems system NNS cord-308249-es948mux 91 14 in in IN cord-308249-es948mux 91 15 the the DT cord-308249-es948mux 91 16 European European NNP cord-308249-es948mux 91 17 Union Union NNP cord-308249-es948mux 91 18 and and CC cord-308249-es948mux 91 19 the the DT cord-308249-es948mux 91 20 US US NNP cord-308249-es948mux 91 21 . . . cord-308249-es948mux 92 1 In in IN cord-308249-es948mux 92 2 Russian russian JJ cord-308249-es948mux 92 3 universities university NNS cord-308249-es948mux 92 4 , , , cord-308249-es948mux 92 5 grades grade NNS cord-308249-es948mux 92 6 are be VBP cord-308249-es948mux 92 7 often often RB cord-308249-es948mux 92 8 publicly publicly RB cord-308249-es948mux 92 9 announced announce VBN cord-308249-es948mux 92 10 by by IN cord-308249-es948mux 92 11 teachers teacher NNS cord-308249-es948mux 92 12 to to IN cord-308249-es948mux 92 13 the the DT cord-308249-es948mux 92 14 class class NN cord-308249-es948mux 92 15 . . . cord-308249-es948mux 93 1 In in IN cord-308249-es948mux 93 2 the the DT cord-308249-es948mux 93 3 studied study VBN cord-308249-es948mux 93 4 university university NN cord-308249-es948mux 93 5 , , , cord-308249-es948mux 93 6 final final JJ cord-308249-es948mux 93 7 grades grade NNS cord-308249-es948mux 93 8 are be VBP cord-308249-es948mux 93 9 additionally additionally RB cord-308249-es948mux 93 10 published publish VBN cord-308249-es948mux 93 11 online online RB cord-308249-es948mux 93 12 on on IN cord-308249-es948mux 93 13 the the DT cord-308249-es948mux 93 14 university university NN cord-308249-es948mux 93 15 website website NN cord-308249-es948mux 93 16 . . . cord-308249-es948mux 94 1 This this DT cord-308249-es948mux 94 2 creates create VBZ cord-308249-es948mux 94 3 a a DT cord-308249-es948mux 94 4 specific specific JJ cord-308249-es948mux 94 5 case case NN cord-308249-es948mux 94 6 when when WRB cord-308249-es948mux 94 7 students student NNS cord-308249-es948mux 94 8 know know VBP cord-308249-es948mux 94 9 about about IN cord-308249-es948mux 94 10 the the DT cord-308249-es948mux 94 11 grades grade NNS cord-308249-es948mux 94 12 of of IN cord-308249-es948mux 94 13 each each DT cord-308249-es948mux 94 14 other other JJ cord-308249-es948mux 94 15 and and CC cord-308249-es948mux 94 16 can can MD cord-308249-es948mux 94 17 coordinate coordinate VB cord-308249-es948mux 94 18 their -PRON- PRP$ cord-308249-es948mux 94 19 social social JJ cord-308249-es948mux 94 20 connections connection NNS cord-308249-es948mux 94 21 depending depend VBG cord-308249-es948mux 94 22 on on IN cord-308249-es948mux 94 23 this this DT cord-308249-es948mux 94 24 information information NN cord-308249-es948mux 94 25 . . . cord-308249-es948mux 95 1 Individuals individual NNS cord-308249-es948mux 95 2 who who WP cord-308249-es948mux 95 3 did do VBD cord-308249-es948mux 95 4 not not RB cord-308249-es948mux 95 5 participate participate VB cord-308249-es948mux 95 6 in in IN cord-308249-es948mux 95 7 the the DT cord-308249-es948mux 95 8 questionnaire questionnaire NN cord-308249-es948mux 95 9 survey survey NN cord-308249-es948mux 95 10 were be VBD cord-308249-es948mux 95 11 excluded exclude VBN cord-308249-es948mux 95 12 from from IN cord-308249-es948mux 95 13 the the DT cord-308249-es948mux 95 14 analysis analysis NN cord-308249-es948mux 95 15 ( ( -LRB- cord-308249-es948mux 95 16 14 14 CD cord-308249-es948mux 95 17 individuals individual NNS cord-308249-es948mux 95 18 , , , cord-308249-es948mux 95 19 10.7 10.7 CD cord-308249-es948mux 95 20 % % NN cord-308249-es948mux 95 21 of of IN cord-308249-es948mux 95 22 the the DT cord-308249-es948mux 95 23 sample sample NN cord-308249-es948mux 95 24 ) ) -RRB- cord-308249-es948mux 95 25 . . . cord-308249-es948mux 96 1 These these DT cord-308249-es948mux 96 2 missing miss VBG cord-308249-es948mux 96 3 data datum NNS cord-308249-es948mux 96 4 were be VBD cord-308249-es948mux 96 5 not not RB cord-308249-es948mux 96 6 treated treat VBN cord-308249-es948mux 96 7 in in IN cord-308249-es948mux 96 8 a a DT cord-308249-es948mux 96 9 special special JJ cord-308249-es948mux 96 10 way way NN cord-308249-es948mux 96 11 . . . cord-308249-es948mux 97 1 We -PRON- PRP cord-308249-es948mux 97 2 followed follow VBD cord-308249-es948mux 97 3 the the DT cord-308249-es948mux 97 4 recommendations recommendation NNS cord-308249-es948mux 97 5 ( ( -LRB- cord-308249-es948mux 97 6 40 40 CD cord-308249-es948mux 97 7 ) ) -RRB- cord-308249-es948mux 97 8 , , , cord-308249-es948mux 97 9 suggesting suggest VBG cord-308249-es948mux 97 10 that that IN cord-308249-es948mux 97 11 ' ' `` cord-308249-es948mux 97 12 up up IN cord-308249-es948mux 97 13 to to TO cord-308249-es948mux 97 14 10 10 CD cord-308249-es948mux 97 15 % % NN cord-308249-es948mux 97 16 missing miss VBG cord-308249-es948mux 97 17 data datum NNS cord-308249-es948mux 97 18 will will MD cord-308249-es948mux 97 19 usually usually RB cord-308249-es948mux 97 20 not not RB cord-308249-es948mux 97 21 give give VB cord-308249-es948mux 97 22 many many JJ cord-308249-es948mux 97 23 difficulties difficulty NNS cord-308249-es948mux 97 24 or or CC cord-308249-es948mux 97 25 distortions distortion NNS cord-308249-es948mux 97 26 , , , cord-308249-es948mux 97 27 provided provide VBN cord-308249-es948mux 97 28 missingness missingness NN cord-308249-es948mux 97 29 is be VBZ cord-308249-es948mux 97 30 indeed indeed RB cord-308249-es948mux 97 31 non non JJ cord-308249-es948mux 97 32 - - JJ cord-308249-es948mux 97 33 informative informative JJ cord-308249-es948mux 97 34 ' ' '' cord-308249-es948mux 97 35 . . . cord-308249-es948mux 98 1 Data datum NNS cord-308249-es948mux 98 2 collection collection NN cord-308249-es948mux 98 3 procedures procedure NNS cord-308249-es948mux 98 4 are be VBP cord-308249-es948mux 98 5 described describe VBN cord-308249-es948mux 98 6 in in IN cord-308249-es948mux 98 7 the the DT cord-308249-es948mux 98 8 " " `` cord-308249-es948mux 98 9 Data data NN cord-308249-es948mux 98 10 collection collection NN cord-308249-es948mux 98 11 " " '' cord-308249-es948mux 98 12 section section NN cord-308249-es948mux 98 13 in in IN cord-308249-es948mux 98 14 S1 S1 NNP cord-308249-es948mux 98 15 File File NNP cord-308249-es948mux 98 16 . . . cord-308249-es948mux 99 1 The the DT cord-308249-es948mux 99 2 descriptive descriptive JJ cord-308249-es948mux 99 3 statistics statistic NNS cord-308249-es948mux 99 4 of of IN cord-308249-es948mux 99 5 the the DT cord-308249-es948mux 99 6 sample sample NN cord-308249-es948mux 99 7 are be VBP cord-308249-es948mux 99 8 presented present VBN cord-308249-es948mux 99 9 in in IN cord-308249-es948mux 99 10 the the DT cord-308249-es948mux 99 11 SI si NN cord-308249-es948mux 99 12 ( ( -LRB- cord-308249-es948mux 99 13 " " `` cord-308249-es948mux 99 14 Case case NN cord-308249-es948mux 99 15 description description NN cord-308249-es948mux 99 16 " " '' cord-308249-es948mux 99 17 section section NN cord-308249-es948mux 99 18 and and CC cord-308249-es948mux 99 19 Tables table NNS cord-308249-es948mux 99 20 1 1 CD cord-308249-es948mux 99 21 - - SYM cord-308249-es948mux 99 22 3 3 CD cord-308249-es948mux 99 23 in in IN cord-308249-es948mux 99 24 S1 S1 NNP cord-308249-es948mux 99 25 File File NNP cord-308249-es948mux 99 26 ) ) -RRB- cord-308249-es948mux 99 27 . . . cord-308249-es948mux 100 1 The the DT cord-308249-es948mux 100 2 network network NN cord-308249-es948mux 100 3 visualizations visualization NNS cord-308249-es948mux 100 4 are be VBP cord-308249-es948mux 100 5 presented present VBN cord-308249-es948mux 100 6 in in IN cord-308249-es948mux 100 7 Figs Figs NNP cord-308249-es948mux 100 8 1 1 CD cord-308249-es948mux 100 9 - - SYM cord-308249-es948mux 100 10 6 6 CD cord-308249-es948mux 100 11 . . . cord-308249-es948mux 101 1 Standard standard JJ cord-308249-es948mux 101 2 statistical statistical JJ cord-308249-es948mux 101 3 techniques technique NNS cord-308249-es948mux 101 4 such such JJ cord-308249-es948mux 101 5 as as IN cord-308249-es948mux 101 6 regression regression NN cord-308249-es948mux 101 7 models model NNS cord-308249-es948mux 101 8 are be VBP cord-308249-es948mux 101 9 not not RB cord-308249-es948mux 101 10 applicable applicable JJ cord-308249-es948mux 101 11 for for IN cord-308249-es948mux 101 12 the the DT cord-308249-es948mux 101 13 analysis analysis NN cord-308249-es948mux 101 14 of of IN cord-308249-es948mux 101 15 social social JJ cord-308249-es948mux 101 16 networks network NNS cord-308249-es948mux 101 17 due due IN cord-308249-es948mux 101 18 to to IN cord-308249-es948mux 101 19 the the DT cord-308249-es948mux 101 20 interdependence interdependence NN cord-308249-es948mux 101 21 of of IN cord-308249-es948mux 101 22 network network NN cord-308249-es948mux 101 23 observations observation NNS cord-308249-es948mux 101 24 [ [ -LRB- cord-308249-es948mux 101 25 39 39 CD cord-308249-es948mux 101 26 ] ] -RRB- cord-308249-es948mux 101 27 . . . cord-308249-es948mux 102 1 Therefore therefore RB cord-308249-es948mux 102 2 , , , cord-308249-es948mux 102 3 we -PRON- PRP cord-308249-es948mux 102 4 apply apply VBP cord-308249-es948mux 102 5 a a DT cord-308249-es948mux 102 6 stochastic stochastic JJ cord-308249-es948mux 102 7 actor actor NN cord-308249-es948mux 102 8 - - HYPH cord-308249-es948mux 102 9 oriented orient VBN cord-308249-es948mux 102 10 model model NN cord-308249-es948mux 102 11 ( ( -LRB- cord-308249-es948mux 102 12 SAOM SAOM NNP cord-308249-es948mux 102 13 ) ) -RRB- cord-308249-es948mux 102 14 that that WDT cord-308249-es948mux 102 15 allows allow VBZ cord-308249-es948mux 102 16 to to TO cord-308249-es948mux 102 17 reveal reveal VB cord-308249-es948mux 102 18 the the DT cord-308249-es948mux 102 19 coevolution coevolution NN cord-308249-es948mux 102 20 of of IN cord-308249-es948mux 102 21 network network NN cord-308249-es948mux 102 22 properties property NNS cord-308249-es948mux 102 23 and and CC cord-308249-es948mux 102 24 behavior behavior NN cord-308249-es948mux 102 25 of of IN cord-308249-es948mux 102 26 actors actor NNS cord-308249-es948mux 102 27 [ [ -LRB- cord-308249-es948mux 102 28 25 25 CD cord-308249-es948mux 102 29 , , , cord-308249-es948mux 102 30 40 40 CD cord-308249-es948mux 102 31 ] ] -RRB- cord-308249-es948mux 102 32 . . . cord-308249-es948mux 103 1 This this DT cord-308249-es948mux 103 2 dynamic dynamic JJ cord-308249-es948mux 103 3 model model NN cord-308249-es948mux 103 4 is be VBZ cord-308249-es948mux 103 5 widely widely RB cord-308249-es948mux 103 6 used use VBN cord-308249-es948mux 103 7 for for IN cord-308249-es948mux 103 8 studying study VBG cord-308249-es948mux 103 9 the the DT cord-308249-es948mux 103 10 joint joint JJ cord-308249-es948mux 103 11 evolution evolution NN cord-308249-es948mux 103 12 of of IN cord-308249-es948mux 103 13 social social JJ cord-308249-es948mux 103 14 networks network NNS cord-308249-es948mux 103 15 , , , cord-308249-es948mux 103 16 actor actor NN cord-308249-es948mux 103 17 attributes attribute NNS cord-308249-es948mux 103 18 , , , cord-308249-es948mux 103 19 and and CC cord-308249-es948mux 103 20 separating separate VBG cord-308249-es948mux 103 21 the the DT cord-308249-es948mux 103 22 processes process NNS cord-308249-es948mux 103 23 of of IN cord-308249-es948mux 103 24 social social JJ cord-308249-es948mux 103 25 selection selection NN cord-308249-es948mux 103 26 and and CC cord-308249-es948mux 103 27 social social JJ cord-308249-es948mux 103 28 influence influence NN cord-308249-es948mux 103 29 . . . cord-308249-es948mux 104 1 In in IN cord-308249-es948mux 104 2 total total NN cord-308249-es948mux 104 3 , , , cord-308249-es948mux 104 4 we -PRON- PRP cord-308249-es948mux 104 5 estimate estimate VBP cord-308249-es948mux 104 6 two two CD cord-308249-es948mux 104 7 models model NNS cord-308249-es948mux 104 8 : : : cord-308249-es948mux 105 1 the the DT cord-308249-es948mux 105 2 first first JJ cord-308249-es948mux 105 3 model model NN cord-308249-es948mux 105 4 estimates estimate VBZ cord-308249-es948mux 105 5 the the DT cord-308249-es948mux 105 6 coevolution coevolution NN cord-308249-es948mux 105 7 of of IN cord-308249-es948mux 105 8 friendship friendship NN cord-308249-es948mux 105 9 network network NN cord-308249-es948mux 105 10 and and CC cord-308249-es948mux 105 11 academic academic JJ cord-308249-es948mux 105 12 performance performance NN cord-308249-es948mux 105 13 , , , cord-308249-es948mux 105 14 the the DT cord-308249-es948mux 105 15 second second JJ cord-308249-es948mux 105 16 one one NN cord-308249-es948mux 105 17 estimates estimate VBZ cord-308249-es948mux 105 18 the the DT cord-308249-es948mux 105 19 coevolution coevolution NN cord-308249-es948mux 105 20 of of IN cord-308249-es948mux 105 21 study study NN cord-308249-es948mux 105 22 assistance assistance NN cord-308249-es948mux 105 23 network network NN cord-308249-es948mux 105 24 and and CC cord-308249-es948mux 105 25 academic academic JJ cord-308249-es948mux 105 26 performance performance NN cord-308249-es948mux 105 27 . . . cord-308249-es948mux 106 1 The the DT cord-308249-es948mux 106 2 SAOM SAOM NNP cord-308249-es948mux 106 3 's 's POS cord-308249-es948mux 106 4 underlying underlying JJ cord-308249-es948mux 106 5 principles principle NNS cord-308249-es948mux 106 6 are be VBP cord-308249-es948mux 106 7 the the DT cord-308249-es948mux 106 8 following follow VBG cord-308249-es948mux 106 9 . . . cord-308249-es948mux 107 1 Firstly firstly RB cord-308249-es948mux 107 2 , , , cord-308249-es948mux 107 3 network network NN cord-308249-es948mux 107 4 and and CC cord-308249-es948mux 107 5 behavior behavior NN cord-308249-es948mux 107 6 changes change NNS cord-308249-es948mux 107 7 are be VBP cord-308249-es948mux 107 8 modeled model VBN cord-308249-es948mux 107 9 as as IN cord-308249-es948mux 107 10 Markov Markov NNP cord-308249-es948mux 107 11 processes process NNS cord-308249-es948mux 107 12 which which WDT cord-308249-es948mux 107 13 means mean VBZ cord-308249-es948mux 107 14 that that IN cord-308249-es948mux 107 15 the the DT cord-308249-es948mux 107 16 network network NN cord-308249-es948mux 107 17 state state NN cord-308249-es948mux 107 18 at at IN cord-308249-es948mux 107 19 time time NN cord-308249-es948mux 107 20 t t NNP cord-308249-es948mux 107 21 depends depend VBZ cord-308249-es948mux 107 22 only only RB cord-308249-es948mux 107 23 on on IN cord-308249-es948mux 107 24 the the DT cord-308249-es948mux 107 25 ( ( -LRB- cord-308249-es948mux 107 26 t-1 t-1 NN cord-308249-es948mux 107 27 ) ) -RRB- cord-308249-es948mux 107 28 network network NN cord-308249-es948mux 107 29 state state NN cord-308249-es948mux 107 30 . . . cord-308249-es948mux 108 1 Secondly secondly RB cord-308249-es948mux 108 2 , , , cord-308249-es948mux 108 3 SAOM SAOM NNP cord-308249-es948mux 108 4 is be VBZ cord-308249-es948mux 108 5 grounded ground VBN cord-308249-es948mux 108 6 on on IN cord-308249-es948mux 108 7 the the DT cord-308249-es948mux 108 8 methodological methodological JJ cord-308249-es948mux 108 9 approach approach NN cord-308249-es948mux 108 10 of of IN cord-308249-es948mux 108 11 structural structural JJ cord-308249-es948mux 108 12 individualism individualism NN cord-308249-es948mux 108 13 . . . cord-308249-es948mux 109 1 It -PRON- PRP cord-308249-es948mux 109 2 is be VBZ cord-308249-es948mux 109 3 assumed assume VBN cord-308249-es948mux 109 4 that that IN cord-308249-es948mux 109 5 all all DT cord-308249-es948mux 109 6 actors actor NNS cord-308249-es948mux 109 7 are be VBP cord-308249-es948mux 109 8 fully fully RB cord-308249-es948mux 109 9 informed inform VBN cord-308249-es948mux 109 10 about about IN cord-308249-es948mux 109 11 the the DT cord-308249-es948mux 109 12 network network NN cord-308249-es948mux 109 13 structure structure NN cord-308249-es948mux 109 14 and and CC cord-308249-es948mux 109 15 attributes attribute NNS cord-308249-es948mux 109 16 of of IN cord-308249-es948mux 109 17 all all DT cord-308249-es948mux 109 18 other other JJ cord-308249-es948mux 109 19 network network NN cord-308249-es948mux 109 20 participants participant NNS cord-308249-es948mux 109 21 . . . cord-308249-es948mux 110 1 Thirdly thirdly RB cord-308249-es948mux 110 2 , , , cord-308249-es948mux 110 3 time time NN cord-308249-es948mux 110 4 moves move NNS cord-308249-es948mux 110 5 continuously continuously RB cord-308249-es948mux 110 6 and and CC cord-308249-es948mux 110 7 all all PDT cord-308249-es948mux 110 8 the the DT cord-308249-es948mux 110 9 macro macro NN cord-308249-es948mux 110 10 - - HYPH cord-308249-es948mux 110 11 changes change NNS cord-308249-es948mux 110 12 of of IN cord-308249-es948mux 110 13 the the DT cord-308249-es948mux 110 14 network network NN cord-308249-es948mux 110 15 structure structure NN cord-308249-es948mux 110 16 are be VBP cord-308249-es948mux 110 17 modeled model VBN cord-308249-es948mux 110 18 as as IN cord-308249-es948mux 110 19 a a DT cord-308249-es948mux 110 20 result result NN cord-308249-es948mux 110 21 of of IN cord-308249-es948mux 110 22 the the DT cord-308249-es948mux 110 23 sequence sequence NN cord-308249-es948mux 110 24 of of IN cord-308249-es948mux 110 25 the the DT cord-308249-es948mux 110 26 corresponding corresponding JJ cord-308249-es948mux 110 27 micro micro NNS cord-308249-es948mux 110 28 - - HYPH cord-308249-es948mux 110 29 changes change NNS cord-308249-es948mux 110 30 . . . cord-308249-es948mux 111 1 This this DT cord-308249-es948mux 111 2 means mean VBZ cord-308249-es948mux 111 3 that that IN cord-308249-es948mux 111 4 an an DT cord-308249-es948mux 111 5 actor actor NN cord-308249-es948mux 111 6 , , , cord-308249-es948mux 111 7 at at IN cord-308249-es948mux 111 8 each each DT cord-308249-es948mux 111 9 point point NN cord-308249-es948mux 111 10 in in IN cord-308249-es948mux 111 11 time time NN cord-308249-es948mux 111 12 , , , cord-308249-es948mux 111 13 can can MD cord-308249-es948mux 111 14 either either CC cord-308249-es948mux 111 15 change change VB cord-308249-es948mux 111 16 one one CD cord-308249-es948mux 111 17 of of IN cord-308249-es948mux 111 18 the the DT cord-308249-es948mux 111 19 outgoing outgoing JJ cord-308249-es948mux 111 20 ties tie NNS cord-308249-es948mux 111 21 or or CC cord-308249-es948mux 111 22 modify modify VB cord-308249-es948mux 111 23 his -PRON- PRP$ cord-308249-es948mux 111 24 or or CC cord-308249-es948mux 111 25 her -PRON- PRP$ cord-308249-es948mux 111 26 behavior behavior NN cord-308249-es948mux 111 27 . . . cord-308249-es948mux 112 1 The the DT cord-308249-es948mux 112 2 last last JJ cord-308249-es948mux 112 3 principle principle NN cord-308249-es948mux 112 4 is be VBZ cord-308249-es948mux 112 5 crucial crucial JJ cord-308249-es948mux 112 6 for for IN cord-308249-es948mux 112 7 the the DT cord-308249-es948mux 112 8 separation separation NN cord-308249-es948mux 112 9 of of IN cord-308249-es948mux 112 10 the the DT cord-308249-es948mux 112 11 social social JJ cord-308249-es948mux 112 12 selection selection NN cord-308249-es948mux 112 13 and and CC cord-308249-es948mux 112 14 social social JJ cord-308249-es948mux 112 15 influence influence NN cord-308249-es948mux 112 16 processes process NNS cord-308249-es948mux 112 17 . . . cord-308249-es948mux 113 1 There there EX cord-308249-es948mux 113 2 are be VBP cord-308249-es948mux 113 3 four four CD cord-308249-es948mux 113 4 sub sub NN cord-308249-es948mux 113 5 - - NNS cord-308249-es948mux 113 6 components component NNS cord-308249-es948mux 113 7 of of IN cord-308249-es948mux 113 8 the the DT cord-308249-es948mux 113 9 coevolution coevolution NN cord-308249-es948mux 113 10 of of IN cord-308249-es948mux 113 11 network network NN cord-308249-es948mux 113 12 and and CC cord-308249-es948mux 113 13 behavior behavior NN cord-308249-es948mux 113 14 : : : cord-308249-es948mux 113 15 network network NN cord-308249-es948mux 113 16 rate rate NN cord-308249-es948mux 113 17 function function NN cord-308249-es948mux 113 18 , , , cord-308249-es948mux 113 19 network network NN cord-308249-es948mux 113 20 objective objective JJ cord-308249-es948mux 113 21 function function NN cord-308249-es948mux 113 22 , , , cord-308249-es948mux 113 23 behavior behavior NN cord-308249-es948mux 113 24 rate rate NN cord-308249-es948mux 113 25 function function NN cord-308249-es948mux 113 26 , , , cord-308249-es948mux 113 27 and and CC cord-308249-es948mux 113 28 behavior behavior NN cord-308249-es948mux 113 29 objective objective JJ cord-308249-es948mux 113 30 function function NN cord-308249-es948mux 113 31 [ [ -LRB- cord-308249-es948mux 113 32 25 25 CD cord-308249-es948mux 113 33 , , , cord-308249-es948mux 113 34 40 40 CD cord-308249-es948mux 113 35 ] ] -RRB- cord-308249-es948mux 113 36 . . . cord-308249-es948mux 114 1 The the DT cord-308249-es948mux 114 2 rate rate NN cord-308249-es948mux 114 3 functions function NNS cord-308249-es948mux 114 4 represent represent VBP cord-308249-es948mux 114 5 the the DT cord-308249-es948mux 114 6 expected expected JJ cord-308249-es948mux 114 7 frequencies frequency NNS cord-308249-es948mux 114 8 per per IN cord-308249-es948mux 114 9 unit unit NN cord-308249-es948mux 114 10 of of IN cord-308249-es948mux 114 11 time time NN cord-308249-es948mux 114 12 with with IN cord-308249-es948mux 114 13 which which WDT cord-308249-es948mux 114 14 actors actor NNS cord-308249-es948mux 114 15 get get VBP cord-308249-es948mux 114 16 an an DT cord-308249-es948mux 114 17 opportunity opportunity NN cord-308249-es948mux 114 18 to to TO cord-308249-es948mux 114 19 make make VB cord-308249-es948mux 114 20 network network NN cord-308249-es948mux 114 21 and/or and/or CC cord-308249-es948mux 114 22 behavioral behavioral JJ cord-308249-es948mux 114 23 micro micro NNS cord-308249-es948mux 114 24 - - HYPH cord-308249-es948mux 114 25 changes change NNS cord-308249-es948mux 114 26 ( ( -LRB- cord-308249-es948mux 114 27 40 40 CD cord-308249-es948mux 114 28 ) ) -RRB- cord-308249-es948mux 114 29 . . . cord-308249-es948mux 115 1 The the DT cord-308249-es948mux 115 2 objective objective JJ cord-308249-es948mux 115 3 functions function NNS cord-308249-es948mux 115 4 are be VBP cord-308249-es948mux 115 5 the the DT cord-308249-es948mux 115 6 primary primary JJ cord-308249-es948mux 115 7 determinants determinant NNS cord-308249-es948mux 115 8 of of IN cord-308249-es948mux 115 9 the the DT cord-308249-es948mux 115 10 probabilities probability NNS cord-308249-es948mux 115 11 of of IN cord-308249-es948mux 115 12 changes change NNS cord-308249-es948mux 115 13 . . . cord-308249-es948mux 116 1 The the DT cord-308249-es948mux 116 2 probabilities probability NNS cord-308249-es948mux 116 3 of of IN cord-308249-es948mux 116 4 the the DT cord-308249-es948mux 116 5 network network NN cord-308249-es948mux 116 6 and/or and/or CC cord-308249-es948mux 116 7 behavior behavior NN cord-308249-es948mux 116 8 change change NN cord-308249-es948mux 116 9 are be VBP cord-308249-es948mux 116 10 higher high JJR cord-308249-es948mux 116 11 if if IN cord-308249-es948mux 116 12 the the DT cord-308249-es948mux 116 13 values value NNS cord-308249-es948mux 116 14 of of IN cord-308249-es948mux 116 15 the the DT cord-308249-es948mux 116 16 objective objective JJ cord-308249-es948mux 116 17 functions function NNS cord-308249-es948mux 116 18 for for IN cord-308249-es948mux 116 19 the the DT cord-308249-es948mux 116 20 network network NN cord-308249-es948mux 116 21 / / SYM cord-308249-es948mux 116 22 behavior behavior NN cord-308249-es948mux 116 23 are be VBP cord-308249-es948mux 116 24 higher high JJR cord-308249-es948mux 116 25 [ [ -LRB- cord-308249-es948mux 116 26 25 25 CD cord-308249-es948mux 116 27 , , , cord-308249-es948mux 116 28 40 40 CD cord-308249-es948mux 116 29 ] ] -RRB- cord-308249-es948mux 116 30 . . . cord-308249-es948mux 117 1 The the DT cord-308249-es948mux 117 2 objective objective JJ cord-308249-es948mux 117 3 functions function NNS cord-308249-es948mux 117 4 for for IN cord-308249-es948mux 117 5 the the DT cord-308249-es948mux 117 6 network network NN cord-308249-es948mux 117 7 ( ( -LRB- cord-308249-es948mux 117 8 Eq Eq NNP cord-308249-es948mux 117 9 1 1 CD cord-308249-es948mux 117 10 ) ) -RRB- cord-308249-es948mux 117 11 and and CC cord-308249-es948mux 117 12 behavior behavior NN cord-308249-es948mux 117 13 change change NN cord-308249-es948mux 117 14 ( ( -LRB- cord-308249-es948mux 117 15 Eq Eq NNP cord-308249-es948mux 117 16 2 2 CD cord-308249-es948mux 117 17 ) ) -RRB- cord-308249-es948mux 117 18 are be VBP cord-308249-es948mux 117 19 calculated calculate VBN cord-308249-es948mux 117 20 as as IN cord-308249-es948mux 117 21 a a DT cord-308249-es948mux 117 22 linear linear JJ cord-308249-es948mux 117 23 combination combination NN cord-308249-es948mux 117 24 of of IN cord-308249-es948mux 117 25 a a DT cord-308249-es948mux 117 26 set set NN cord-308249-es948mux 117 27 of of IN cord-308249-es948mux 117 28 components component NNS cord-308249-es948mux 117 29 called call VBN cord-308249-es948mux 117 30 effects effect NNS cord-308249-es948mux 117 31 : : : cord-308249-es948mux 117 32 where where WRB cord-308249-es948mux 117 33 s s NNP cord-308249-es948mux 117 34 ki ki NNP cord-308249-es948mux 118 1 ( ( -LRB- cord-308249-es948mux 118 2 x x LS cord-308249-es948mux 118 3 ) ) -RRB- cord-308249-es948mux 118 4 are be VBP cord-308249-es948mux 118 5 the the DT cord-308249-es948mux 118 6 analytical analytical JJ cord-308249-es948mux 118 7 functions function NNS cord-308249-es948mux 118 8 ( ( -LRB- cord-308249-es948mux 118 9 also also RB cord-308249-es948mux 118 10 called call VBN cord-308249-es948mux 118 11 effects effect NNS cord-308249-es948mux 118 12 ) ) -RRB- cord-308249-es948mux 118 13 that that WDT cord-308249-es948mux 118 14 describe describe VBP cord-308249-es948mux 118 15 the the DT cord-308249-es948mux 118 16 network network NN cord-308249-es948mux 118 17 tendencies tendency NNS cord-308249-es948mux 118 18 ( ( -LRB- cord-308249-es948mux 118 19 40 40 CD cord-308249-es948mux 118 20 ) ) -RRB- cord-308249-es948mux 118 21 ; ; : cord-308249-es948mux 119 1 β β NNP cord-308249-es948mux 119 2 kz kz NNP cord-308249-es948mux 119 3 S S NNP cord-308249-es948mux 119 4 ki ki NNP cord-308249-es948mux 119 5 z z NNP cord-308249-es948mux 120 1 ( ( -LRB- cord-308249-es948mux 120 2 x x NNP cord-308249-es948mux 120 3 , , , cord-308249-es948mux 120 4 z z NNP cord-308249-es948mux 120 5 ) ) -RRB- cord-308249-es948mux 120 6 are be VBP cord-308249-es948mux 120 7 functions function NNS cord-308249-es948mux 120 8 that that WDT cord-308249-es948mux 120 9 depend depend VBP cord-308249-es948mux 120 10 on on IN cord-308249-es948mux 120 11 the the DT cord-308249-es948mux 120 12 behavior behavior NN cord-308249-es948mux 120 13 of of IN cord-308249-es948mux 120 14 the the DT cord-308249-es948mux 120 15 focal focal JJ cord-308249-es948mux 120 16 actor actor NN cord-308249-es948mux 120 17 i i PRP cord-308249-es948mux 120 18 , , , cord-308249-es948mux 120 19 but but CC cord-308249-es948mux 120 20 also also RB cord-308249-es948mux 120 21 on on IN cord-308249-es948mux 120 22 the the DT cord-308249-es948mux 120 23 behavior behavior NN cord-308249-es948mux 120 24 of of IN cord-308249-es948mux 120 25 his -PRON- PRP$ cord-308249-es948mux 120 26 or or CC cord-308249-es948mux 120 27 her -PRON- PRP$ cord-308249-es948mux 120 28 network network NN cord-308249-es948mux 120 29 partners partner NNS cord-308249-es948mux 120 30 and and CC cord-308249-es948mux 120 31 a a DT cord-308249-es948mux 120 32 network network NN cord-308249-es948mux 120 33 position position NN cord-308249-es948mux 120 34 [ [ -LRB- cord-308249-es948mux 120 35 22 22 CD cord-308249-es948mux 120 36 ] ] -RRB- cord-308249-es948mux 120 37 ; ; : cord-308249-es948mux 121 1 β β NNP cord-308249-es948mux 121 2 k k NNP cord-308249-es948mux 121 3 and and CC cord-308249-es948mux 121 4 β β NNP cord-308249-es948mux 121 5 k k NNP cord-308249-es948mux 121 6 z z NNP cord-308249-es948mux 121 7 are be VBP cord-308249-es948mux 121 8 statistical statistical JJ cord-308249-es948mux 121 9 parameters parameter NNS cord-308249-es948mux 121 10 that that WDT cord-308249-es948mux 121 11 show show VBP cord-308249-es948mux 121 12 the the DT cord-308249-es948mux 121 13 significance significance NN cord-308249-es948mux 121 14 of of IN cord-308249-es948mux 121 15 the the DT cord-308249-es948mux 121 16 effects effect NNS cord-308249-es948mux 121 17 . . . cord-308249-es948mux 122 1 SAOM SAOM NNP cord-308249-es948mux 122 2 coefficients coefficient NNS cord-308249-es948mux 122 3 are be VBP cord-308249-es948mux 122 4 interpreted interpret VBN cord-308249-es948mux 122 5 as as IN cord-308249-es948mux 122 6 logistic logistic JJ cord-308249-es948mux 122 7 regression regression NN cord-308249-es948mux 122 8 coefficients coefficient NNS cord-308249-es948mux 122 9 . . . cord-308249-es948mux 123 1 Parameters parameter NNS cord-308249-es948mux 123 2 are be VBP cord-308249-es948mux 123 3 unstandardized unstandardized JJ cord-308249-es948mux 123 4 , , , cord-308249-es948mux 123 5 therefore therefore RB cord-308249-es948mux 123 6 , , , cord-308249-es948mux 123 7 the the DT cord-308249-es948mux 123 8 estimates estimate NNS cord-308249-es948mux 123 9 for for IN cord-308249-es948mux 123 10 _SP cord-308249-es948mux 123 11 different different JJ cord-308249-es948mux 123 12 parameters parameter NNS cord-308249-es948mux 123 13 are be VBP cord-308249-es948mux 123 14 not not RB cord-308249-es948mux 123 15 directly directly RB cord-308249-es948mux 123 16 comparable comparable JJ cord-308249-es948mux 123 17 . . . cord-308249-es948mux 124 1 During during IN cord-308249-es948mux 124 2 the the DT cord-308249-es948mux 124 3 modeling modeling NN cord-308249-es948mux 124 4 , , , cord-308249-es948mux 124 5 SAOM SAOM NNP cord-308249-es948mux 124 6 allows allow VBZ cord-308249-es948mux 124 7 the the DT cord-308249-es948mux 124 8 inclusion inclusion NN cord-308249-es948mux 124 9 of of IN cord-308249-es948mux 124 10 endogenous endogenous JJ cord-308249-es948mux 124 11 and and CC cord-308249-es948mux 124 12 exogenous exogenous JJ cord-308249-es948mux 124 13 covariates covariate NNS cord-308249-es948mux 124 14 . . . cord-308249-es948mux 125 1 As as IN cord-308249-es948mux 125 2 endogenous endogenous JJ cord-308249-es948mux 125 3 variables variable NNS cord-308249-es948mux 125 4 , , , cord-308249-es948mux 125 5 we -PRON- PRP cord-308249-es948mux 125 6 include include VBP cord-308249-es948mux 125 7 in in IN cord-308249-es948mux 125 8 our -PRON- PRP$ cord-308249-es948mux 125 9 models model NNS cord-308249-es948mux 125 10 network network NN cord-308249-es948mux 125 11 density density NN cord-308249-es948mux 125 12 , , , cord-308249-es948mux 125 13 reciprocity reciprocity NN cord-308249-es948mux 125 14 , , , cord-308249-es948mux 125 15 popularity popularity NN cord-308249-es948mux 125 16 , , , cord-308249-es948mux 125 17 activity activity NN cord-308249-es948mux 125 18 , , , cord-308249-es948mux 125 19 transitivity transitivity NN cord-308249-es948mux 125 20 , , , cord-308249-es948mux 125 21 3-cycles 3-cycles CD cord-308249-es948mux 125 22 , , , cord-308249-es948mux 125 23 transitive transitive NN cord-308249-es948mux 125 24 reciprocated reciprocate VBN cord-308249-es948mux 125 25 triplets triplet NNS cord-308249-es948mux 125 26 , , , cord-308249-es948mux 125 27 and and CC cord-308249-es948mux 125 28 betweenness betweenness NN cord-308249-es948mux 125 29 [ [ -LRB- cord-308249-es948mux 125 30 40 40 CD cord-308249-es948mux 125 31 ] ] -RRB- cord-308249-es948mux 125 32 . . . cord-308249-es948mux 126 1 Density density NN cord-308249-es948mux 126 2 and and CC cord-308249-es948mux 126 3 reciprocity reciprocity NN cord-308249-es948mux 126 4 show show VBP cord-308249-es948mux 126 5 the the DT cord-308249-es948mux 126 6 tendency tendency NN cord-308249-es948mux 126 7 of of IN cord-308249-es948mux 126 8 students student NNS cord-308249-es948mux 126 9 to to TO cord-308249-es948mux 126 10 form form VB cord-308249-es948mux 126 11 any any DT cord-308249-es948mux 126 12 ties tie NNS cord-308249-es948mux 126 13 and and CC cord-308249-es948mux 126 14 to to TO cord-308249-es948mux 126 15 form form VB cord-308249-es948mux 126 16 mutual mutual JJ cord-308249-es948mux 126 17 ties tie NNS cord-308249-es948mux 126 18 . . . cord-308249-es948mux 127 1 Transitivity Transitivity NNP cord-308249-es948mux 127 2 , , , cord-308249-es948mux 127 3 3-cycles 3-cycles CD cord-308249-es948mux 127 4 , , , cord-308249-es948mux 127 5 transitive transitive NN cord-308249-es948mux 127 6 reciprocated reciprocate VBN cord-308249-es948mux 127 7 triplets triplet NNS cord-308249-es948mux 127 8 , , , cord-308249-es948mux 127 9 and and CC cord-308249-es948mux 127 10 betweenness betweenness NN cord-308249-es948mux 127 11 measure measure VBP cord-308249-es948mux 127 12 a a DT cord-308249-es948mux 127 13 propensity propensity NN cord-308249-es948mux 127 14 of of IN cord-308249-es948mux 127 15 students student NNS cord-308249-es948mux 127 16 to to TO cord-308249-es948mux 127 17 form form VB cord-308249-es948mux 127 18 triadic triadic JJ cord-308249-es948mux 127 19 connections connection NNS cord-308249-es948mux 127 20 with with IN cord-308249-es948mux 127 21 their -PRON- PRP$ cord-308249-es948mux 127 22 peers peer NNS cord-308249-es948mux 127 23 . . . cord-308249-es948mux 128 1 Popularity popularity NN cord-308249-es948mux 128 2 and and CC cord-308249-es948mux 128 3 activity activity NN cord-308249-es948mux 128 4 are be VBP cord-308249-es948mux 128 5 included include VBN cord-308249-es948mux 128 6 to to TO cord-308249-es948mux 128 7 control control VB cord-308249-es948mux 128 8 the the DT cord-308249-es948mux 128 9 tendency tendency NN cord-308249-es948mux 128 10 of of IN cord-308249-es948mux 128 11 actors actor NNS cord-308249-es948mux 128 12 to to TO cord-308249-es948mux 128 13 receive receive VB cord-308249-es948mux 128 14 many many JJ cord-308249-es948mux 128 15 ties tie NNS cord-308249-es948mux 128 16 from from IN cord-308249-es948mux 128 17 others other NNS cord-308249-es948mux 128 18 and and CC cord-308249-es948mux 128 19 to to TO cord-308249-es948mux 128 20 nominate nominate VB cord-308249-es948mux 128 21 a a DT cord-308249-es948mux 128 22 large large JJ cord-308249-es948mux 128 23 number number NN cord-308249-es948mux 128 24 of of IN cord-308249-es948mux 128 25 actors actor NNS cord-308249-es948mux 128 26 . . . cord-308249-es948mux 129 1 To to TO cord-308249-es948mux 129 2 control control VB cord-308249-es948mux 129 3 for for IN cord-308249-es948mux 129 4 social social JJ cord-308249-es948mux 129 5 selection selection NN cord-308249-es948mux 129 6 , , , cord-308249-es948mux 129 7 we -PRON- PRP cord-308249-es948mux 129 8 include include VBP cord-308249-es948mux 129 9 the the DT cord-308249-es948mux 129 10 selection selection NN cord-308249-es948mux 129 11 effect effect NN cord-308249-es948mux 129 12 based base VBN cord-308249-es948mux 129 13 on on IN cord-308249-es948mux 129 14 academic academic JJ cord-308249-es948mux 129 15 achievement achievement NN cord-308249-es948mux 129 16 . . . cord-308249-es948mux 130 1 It -PRON- PRP cord-308249-es948mux 130 2 shows show VBZ cord-308249-es948mux 130 3 whether whether IN cord-308249-es948mux 130 4 students student NNS cord-308249-es948mux 130 5 with with IN cord-308249-es948mux 130 6 similar similar JJ cord-308249-es948mux 130 7 levels level NNS cord-308249-es948mux 130 8 of of IN cord-308249-es948mux 130 9 academic academic JJ cord-308249-es948mux 130 10 achievements achievement NNS cord-308249-es948mux 130 11 tend tend VBP cord-308249-es948mux 130 12 to to TO cord-308249-es948mux 130 13 form form VB cord-308249-es948mux 130 14 connections connection NNS cord-308249-es948mux 130 15 with with IN cord-308249-es948mux 130 16 each each DT cord-308249-es948mux 130 17 other other JJ cord-308249-es948mux 130 18 . . . cord-308249-es948mux 131 1 We -PRON- PRP cord-308249-es948mux 131 2 also also RB cord-308249-es948mux 131 3 controlled control VBD cord-308249-es948mux 131 4 for for IN cord-308249-es948mux 131 5 the the DT cord-308249-es948mux 131 6 tendency tendency NN cord-308249-es948mux 131 7 of of IN cord-308249-es948mux 131 8 students student NNS cord-308249-es948mux 131 9 with with IN cord-308249-es948mux 131 10 high high JJ cord-308249-es948mux 131 11 grades grade NNS cord-308249-es948mux 131 12 to to TO cord-308249-es948mux 131 13 increase increase VB cord-308249-es948mux 131 14 their -PRON- PRP$ cord-308249-es948mux 131 15 popularity popularity NN cord-308249-es948mux 131 16 and and CC cord-308249-es948mux 131 17 activity activity NN cord-308249-es948mux 131 18 over over IN cord-308249-es948mux 131 19 time time NN cord-308249-es948mux 131 20 . . . cord-308249-es948mux 132 1 To to TO cord-308249-es948mux 132 2 test test VB cord-308249-es948mux 132 3 the the DT cord-308249-es948mux 132 4 presence presence NN cord-308249-es948mux 132 5 of of IN cord-308249-es948mux 132 6 social social JJ cord-308249-es948mux 132 7 influence influence NN cord-308249-es948mux 132 8 , , , cord-308249-es948mux 132 9 we -PRON- PRP cord-308249-es948mux 132 10 include include VBP cord-308249-es948mux 132 11 the the DT cord-308249-es948mux 132 12 effect effect NN cord-308249-es948mux 132 13 of of IN cord-308249-es948mux 132 14 performance performance NN cord-308249-es948mux 132 15 assimilation assimilation NN cord-308249-es948mux 132 16 . . . cord-308249-es948mux 133 1 It -PRON- PRP cord-308249-es948mux 133 2 shows show VBZ cord-308249-es948mux 133 3 whether whether IN cord-308249-es948mux 133 4 students student NNS cord-308249-es948mux 133 5 tend tend VBP cord-308249-es948mux 133 6 to to TO cord-308249-es948mux 133 7 assimilate assimilate VB cord-308249-es948mux 133 8 the the DT cord-308249-es948mux 133 9 academic academic JJ cord-308249-es948mux 133 10 achievement achievement NN cord-308249-es948mux 133 11 levels level NNS cord-308249-es948mux 133 12 of of IN cord-308249-es948mux 133 13 their -PRON- PRP$ cord-308249-es948mux 133 14 peers peer NNS cord-308249-es948mux 133 15 . . . cord-308249-es948mux 134 1 In in IN cord-308249-es948mux 134 2 addition addition NN cord-308249-es948mux 134 3 , , , cord-308249-es948mux 134 4 we -PRON- PRP cord-308249-es948mux 134 5 controlled control VBD cord-308249-es948mux 134 6 for for IN cord-308249-es948mux 134 7 the the DT cord-308249-es948mux 134 8 propensity propensity NN cord-308249-es948mux 134 9 of of IN cord-308249-es948mux 134 10 students student NNS cord-308249-es948mux 134 11 with with IN cord-308249-es948mux 134 12 high high JJ cord-308249-es948mux 134 13 levels level NNS cord-308249-es948mux 134 14 of of IN cord-308249-es948mux 134 15 popularity popularity NN cord-308249-es948mux 134 16 and and CC cord-308249-es948mux 134 17 activity activity NN cord-308249-es948mux 134 18 to to TO cord-308249-es948mux 134 19 change change VB cord-308249-es948mux 134 20 their -PRON- PRP$ cord-308249-es948mux 134 21 academic academic JJ cord-308249-es948mux 134 22 performance performance NN cord-308249-es948mux 134 23 . . . cord-308249-es948mux 135 1 In in IN cord-308249-es948mux 135 2 the the DT cord-308249-es948mux 135 3 model model NN cord-308249-es948mux 135 4 construction construction NN cord-308249-es948mux 135 5 we -PRON- PRP cord-308249-es948mux 135 6 follow follow VBP cord-308249-es948mux 135 7 the the DT cord-308249-es948mux 135 8 general general JJ cord-308249-es948mux 135 9 network network NN cord-308249-es948mux 135 10 modeling modeling NN cord-308249-es948mux 135 11 requirements requirement NNS cord-308249-es948mux 135 12 necessary necessary JJ cord-308249-es948mux 135 13 for for IN cord-308249-es948mux 135 14 SAOM SAOM NNP cord-308249-es948mux 135 15 [ [ -LRB- cord-308249-es948mux 135 16 40 40 CD cord-308249-es948mux 135 17 ] ] -RRB- cord-308249-es948mux 135 18 . . . cord-308249-es948mux 135 19 _SP cord-308249-es948mux 136 1 The the DT cord-308249-es948mux 136 2 role role NN cord-308249-es948mux 136 3 of of IN cord-308249-es948mux 136 4 distinct distinct JJ cord-308249-es948mux 136 5 social social JJ cord-308249-es948mux 136 6 networks network NNS cord-308249-es948mux 136 7 in in IN cord-308249-es948mux 136 8 academic academic JJ cord-308249-es948mux 136 9 performance performance NN cord-308249-es948mux 136 10 diffusion diffusion NN cord-308249-es948mux 136 11 . . . cord-308249-es948mux 137 1 All all DT cord-308249-es948mux 137 2 research research NN cord-308249-es948mux 137 3 protocols protocol NNS cord-308249-es948mux 137 4 were be VBD cord-308249-es948mux 137 5 approved approve VBN cord-308249-es948mux 137 6 by by IN cord-308249-es948mux 137 7 the the DT cord-308249-es948mux 137 8 HSE HSE NNP cord-308249-es948mux 137 9 ( ( -LRB- cord-308249-es948mux 137 10 Higher Higher NNP cord-308249-es948mux 137 11 School School NNP cord-308249-es948mux 137 12 of of IN cord-308249-es948mux 137 13 Economics Economics NNP cord-308249-es948mux 137 14 ) ) -RRB- cord-308249-es948mux 137 15 Committee Committee NNP cord-308249-es948mux 137 16 on on IN cord-308249-es948mux 137 17 Interuniversity Interuniversity NNP cord-308249-es948mux 137 18 Surveys Surveys NNPS cord-308249-es948mux 137 19 and and CC cord-308249-es948mux 137 20 Ethical Ethical NNP cord-308249-es948mux 137 21 Assess Assess NNP cord-308249-es948mux 137 22 of of IN cord-308249-es948mux 137 23 Empirical Empirical NNP cord-308249-es948mux 137 24 Research Research NNP cord-308249-es948mux 137 25 . . . cord-308249-es948mux 138 1 All all DT cord-308249-es948mux 138 2 human human JJ cord-308249-es948mux 138 3 subjects subject NNS cord-308249-es948mux 138 4 gave give VBD cord-308249-es948mux 138 5 their -PRON- PRP$ cord-308249-es948mux 138 6 informed informed JJ cord-308249-es948mux 138 7 verbal verbal JJ cord-308249-es948mux 138 8 consent consent NN cord-308249-es948mux 138 9 prior prior RB cord-308249-es948mux 138 10 to to IN cord-308249-es948mux 138 11 their -PRON- PRP$ cord-308249-es948mux 138 12 participation participation NN cord-308249-es948mux 138 13 in in IN cord-308249-es948mux 138 14 this this DT cord-308249-es948mux 138 15 research research NN cord-308249-es948mux 138 16 , , , cord-308249-es948mux 138 17 and and CC cord-308249-es948mux 138 18 adequate adequate JJ cord-308249-es948mux 138 19 steps step NNS cord-308249-es948mux 138 20 were be VBD cord-308249-es948mux 138 21 taken take VBN cord-308249-es948mux 138 22 to to TO cord-308249-es948mux 138 23 protect protect VB cord-308249-es948mux 138 24 participants participant NNS cord-308249-es948mux 138 25 ' ' POS cord-308249-es948mux 138 26 confidentiality confidentiality NN cord-308249-es948mux 138 27 . . . cord-308249-es948mux 139 1 Table table NN cord-308249-es948mux 139 2 1 1 CD cord-308249-es948mux 139 3 presents present VBZ cord-308249-es948mux 139 4 the the DT cord-308249-es948mux 139 5 modeling modeling NN cord-308249-es948mux 139 6 results result NNS cord-308249-es948mux 139 7 of of IN cord-308249-es948mux 139 8 two two CD cord-308249-es948mux 139 9 separate separate JJ cord-308249-es948mux 139 10 models model NNS cord-308249-es948mux 139 11 . . . cord-308249-es948mux 140 1 In in IN cord-308249-es948mux 140 2 the the DT cord-308249-es948mux 140 3 first first JJ cord-308249-es948mux 140 4 , , , cord-308249-es948mux 140 5 we -PRON- PRP cord-308249-es948mux 140 6 model model VBP cord-308249-es948mux 140 7 the the DT cord-308249-es948mux 140 8 coevolution coevolution NN cord-308249-es948mux 140 9 of of IN cord-308249-es948mux 140 10 friendship friendship NN cord-308249-es948mux 140 11 network network NN cord-308249-es948mux 140 12 and and CC cord-308249-es948mux 140 13 academic academic JJ cord-308249-es948mux 140 14 performance performance NN cord-308249-es948mux 140 15 . . . cord-308249-es948mux 141 1 In in IN cord-308249-es948mux 141 2 the the DT cord-308249-es948mux 141 3 second second JJ cord-308249-es948mux 141 4 one one NN cord-308249-es948mux 141 5 , , , cord-308249-es948mux 141 6 we -PRON- PRP cord-308249-es948mux 141 7 model model VBP cord-308249-es948mux 141 8 the the DT cord-308249-es948mux 141 9 coevolution coevolution NN cord-308249-es948mux 141 10 of of IN cord-308249-es948mux 141 11 study study NN cord-308249-es948mux 141 12 assistance assistance NN cord-308249-es948mux 141 13 network network NN cord-308249-es948mux 141 14 and and CC cord-308249-es948mux 141 15 academic academic JJ cord-308249-es948mux 141 16 performance performance NN cord-308249-es948mux 141 17 . . . cord-308249-es948mux 142 1 Social social JJ cord-308249-es948mux 142 2 influence influence NN cord-308249-es948mux 142 3 [ [ -LRB- cord-308249-es948mux 142 4 effect effect NN cord-308249-es948mux 142 5 24 24 CD cord-308249-es948mux 142 6 ] ] -RRB- cord-308249-es948mux 142 7 is be VBZ cord-308249-es948mux 142 8 positive positive JJ cord-308249-es948mux 142 9 and and CC cord-308249-es948mux 142 10 significant significant JJ cord-308249-es948mux 142 11 in in IN cord-308249-es948mux 142 12 the the DT cord-308249-es948mux 142 13 friendship friendship NN cord-308249-es948mux 142 14 social social JJ cord-308249-es948mux 142 15 network network NN cord-308249-es948mux 142 16 . . . cord-308249-es948mux 143 1 This this DT cord-308249-es948mux 143 2 means mean VBZ cord-308249-es948mux 143 3 that that IN cord-308249-es948mux 143 4 the the DT cord-308249-es948mux 143 5 academic academic JJ cord-308249-es948mux 143 6 performance performance NN cord-308249-es948mux 143 7 of of IN cord-308249-es948mux 143 8 students student NNS cord-308249-es948mux 143 9 tends tend VBZ cord-308249-es948mux 143 10 to to TO cord-308249-es948mux 143 11 become become VB cord-308249-es948mux 143 12 similar similar JJ cord-308249-es948mux 143 13 to to IN cord-308249-es948mux 143 14 the the DT cord-308249-es948mux 143 15 performance performance NN cord-308249-es948mux 143 16 of of IN cord-308249-es948mux 143 17 their -PRON- PRP$ cord-308249-es948mux 143 18 friends friend NNS cord-308249-es948mux 143 19 . . . cord-308249-es948mux 144 1 In in IN cord-308249-es948mux 144 2 other other JJ cord-308249-es948mux 144 3 words word NNS cord-308249-es948mux 144 4 , , , cord-308249-es948mux 144 5 academic academic JJ cord-308249-es948mux 144 6 achievements achievement NNS cord-308249-es948mux 144 7 diffuse diffuse VBP cord-308249-es948mux 144 8 through through IN cord-308249-es948mux 144 9 friendship friendship NN cord-308249-es948mux 144 10 ties tie NNS cord-308249-es948mux 144 11 . . . cord-308249-es948mux 145 1 In in IN cord-308249-es948mux 145 2 the the DT cord-308249-es948mux 145 3 study study NN cord-308249-es948mux 145 4 assistance assistance NN cord-308249-es948mux 145 5 network network NN cord-308249-es948mux 145 6 , , , cord-308249-es948mux 145 7 however however RB cord-308249-es948mux 145 8 , , , cord-308249-es948mux 145 9 social social JJ cord-308249-es948mux 145 10 influence influence NN cord-308249-es948mux 145 11 is be VBZ cord-308249-es948mux 145 12 not not RB cord-308249-es948mux 145 13 present present JJ cord-308249-es948mux 145 14 . . . cord-308249-es948mux 146 1 This this DT cord-308249-es948mux 146 2 indicates indicate VBZ cord-308249-es948mux 146 3 that that IN cord-308249-es948mux 146 4 students student NNS cord-308249-es948mux 146 5 _SP cord-308249-es948mux 146 6 The the DT cord-308249-es948mux 146 7 role role NN cord-308249-es948mux 146 8 of of IN cord-308249-es948mux 146 9 distinct distinct JJ cord-308249-es948mux 146 10 social social JJ cord-308249-es948mux 146 11 networks network NNS cord-308249-es948mux 146 12 in in IN cord-308249-es948mux 146 13 academic academic JJ cord-308249-es948mux 146 14 performance performance NN cord-308249-es948mux 146 15 diffusion diffusion NN cord-308249-es948mux 146 16 . . . cord-308249-es948mux 147 1 do do VB cord-308249-es948mux 147 2 not not RB cord-308249-es948mux 147 3 assimilate assimilate VB cord-308249-es948mux 147 4 the the DT cord-308249-es948mux 147 5 performance performance NN cord-308249-es948mux 147 6 of of IN cord-308249-es948mux 147 7 their -PRON- PRP$ cord-308249-es948mux 147 8 study study NN cord-308249-es948mux 147 9 assistants assistant NNS cord-308249-es948mux 147 10 ; ; : cord-308249-es948mux 147 11 this this DT cord-308249-es948mux 147 12 network network NN cord-308249-es948mux 147 13 channel channel NN cord-308249-es948mux 147 14 does do VBZ cord-308249-es948mux 147 15 not not RB cord-308249-es948mux 147 16 propagate propagate VB cord-308249-es948mux 147 17 the the DT cord-308249-es948mux 147 18 spread spread NN cord-308249-es948mux 147 19 of of IN cord-308249-es948mux 147 20 academic academic JJ cord-308249-es948mux 147 21 achievements achievement NNS cord-308249-es948mux 147 22 . . . cord-308249-es948mux 148 1 Positive positive JJ cord-308249-es948mux 148 2 indegree indegree JJ cord-308249-es948mux 148 3 effect effect NN cord-308249-es948mux 148 4 [ [ -LRB- cord-308249-es948mux 148 5 effect effect NN cord-308249-es948mux 148 6 25 25 CD cord-308249-es948mux 148 7 ] ] -RRB- cord-308249-es948mux 148 8 suggests suggest VBZ cord-308249-es948mux 148 9 that that IN cord-308249-es948mux 148 10 students student NNS cord-308249-es948mux 148 11 who who WP cord-308249-es948mux 148 12 are be VBP cord-308249-es948mux 148 13 often often RB cord-308249-es948mux 148 14 asked ask VBN cord-308249-es948mux 148 15 for for IN cord-308249-es948mux 148 16 help help NN cord-308249-es948mux 148 17 increase increase VB cord-308249-es948mux 148 18 their -PRON- PRP$ cord-308249-es948mux 148 19 performance performance NN cord-308249-es948mux 148 20 over over IN cord-308249-es948mux 148 21 time time NN cord-308249-es948mux 148 22 . . . cord-308249-es948mux 149 1 The the DT cord-308249-es948mux 149 2 non non JJ cord-308249-es948mux 149 3 - - JJ cord-308249-es948mux 149 4 significant significant JJ cord-308249-es948mux 149 5 estimates estimate NNS cord-308249-es948mux 149 6 of of IN cord-308249-es948mux 149 7 the the DT cord-308249-es948mux 149 8 linear linear JJ cord-308249-es948mux 149 9 and and CC cord-308249-es948mux 149 10 quadratic quadratic JJ cord-308249-es948mux 149 11 shape shape NN cord-308249-es948mux 149 12 parameters parameter NNS cord-308249-es948mux 149 13 [ [ -LRB- cord-308249-es948mux 149 14 effects effect NNS cord-308249-es948mux 149 15 22 22 CD cord-308249-es948mux 149 16 and and CC cord-308249-es948mux 149 17 23 23 CD cord-308249-es948mux 149 18 ] ] -RRB- cord-308249-es948mux 149 19 for for IN cord-308249-es948mux 149 20 friendship friendship NN cord-308249-es948mux 149 21 indicate indicate VBP cord-308249-es948mux 149 22 that that IN cord-308249-es948mux 149 23 the the DT cord-308249-es948mux 149 24 influence influence NN cord-308249-es948mux 149 25 of of IN cord-308249-es948mux 149 26 peers peer NNS cord-308249-es948mux 149 27 sufficiently sufficiently RB cord-308249-es948mux 149 28 explains explain VBZ cord-308249-es948mux 149 29 the the DT cord-308249-es948mux 149 30 performance performance NN cord-308249-es948mux 149 31 dynamics dynamic NNS cord-308249-es948mux 149 32 [ [ -LRB- cord-308249-es948mux 149 33 15 15 CD cord-308249-es948mux 149 34 ] ] -RRB- cord-308249-es948mux 149 35 . . . cord-308249-es948mux 150 1 The the DT cord-308249-es948mux 150 2 negative negative JJ cord-308249-es948mux 150 3 effect effect NN cord-308249-es948mux 150 4 of of IN cord-308249-es948mux 150 5 the the DT cord-308249-es948mux 150 6 quadratic quadratic JJ cord-308249-es948mux 150 7 shape shape NN cord-308249-es948mux 150 8 parameter parameter NN cord-308249-es948mux 150 9 [ [ -LRB- cord-308249-es948mux 150 10 effects effect NNS cord-308249-es948mux 150 11 23 23 CD cord-308249-es948mux 150 12 ] ] -RRB- cord-308249-es948mux 150 13 for for IN cord-308249-es948mux 150 14 the the DT cord-308249-es948mux 150 15 study study NN cord-308249-es948mux 150 16 assistance assistance NN cord-308249-es948mux 150 17 network network NN cord-308249-es948mux 150 18 shows show VBZ cord-308249-es948mux 150 19 the the DT cord-308249-es948mux 150 20 convergence convergence NN cord-308249-es948mux 150 21 of of IN cord-308249-es948mux 150 22 the the DT cord-308249-es948mux 150 23 academic academic JJ cord-308249-es948mux 150 24 performance performance NN cord-308249-es948mux 150 25 to to IN cord-308249-es948mux 150 26 unimodal unimodal JJ cord-308249-es948mux 150 27 distribution distribution NN cord-308249-es948mux 150 28 [ [ -LRB- cord-308249-es948mux 150 29 15 15 CD cord-308249-es948mux 150 30 ] ] -RRB- cord-308249-es948mux 150 31 . . . cord-308249-es948mux 151 1 The the DT cord-308249-es948mux 151 2 effect effect NN cord-308249-es948mux 151 3 of of IN cord-308249-es948mux 151 4 performance performance NN cord-308249-es948mux 151 5 selection selection NN cord-308249-es948mux 151 6 [ [ -LRB- cord-308249-es948mux 151 7 effect effect NN cord-308249-es948mux 151 8 19 19 CD cord-308249-es948mux 151 9 ] ] -RRB- cord-308249-es948mux 151 10 is be VBZ cord-308249-es948mux 151 11 positive positive JJ cord-308249-es948mux 151 12 for for IN cord-308249-es948mux 151 13 the the DT cord-308249-es948mux 151 14 study study NN cord-308249-es948mux 151 15 assistance assistance NN cord-308249-es948mux 151 16 network network NN cord-308249-es948mux 151 17 . . . cord-308249-es948mux 152 1 It -PRON- PRP cord-308249-es948mux 152 2 suggests suggest VBZ cord-308249-es948mux 152 3 that that IN cord-308249-es948mux 152 4 students student NNS cord-308249-es948mux 152 5 with with IN cord-308249-es948mux 152 6 similar similar JJ cord-308249-es948mux 152 7 levels level NNS cord-308249-es948mux 152 8 of of IN cord-308249-es948mux 152 9 academic academic JJ cord-308249-es948mux 152 10 achievements achievement NNS cord-308249-es948mux 152 11 tend tend VBP cord-308249-es948mux 152 12 to to TO cord-308249-es948mux 152 13 ask ask VB cord-308249-es948mux 152 14 each each DT cord-308249-es948mux 152 15 other other JJ cord-308249-es948mux 152 16 for for IN cord-308249-es948mux 152 17 help help NN cord-308249-es948mux 152 18 . . . cord-308249-es948mux 153 1 The the DT cord-308249-es948mux 153 2 effect effect NN cord-308249-es948mux 153 3 of of IN cord-308249-es948mux 153 4 social social JJ cord-308249-es948mux 153 5 selection selection NN cord-308249-es948mux 153 6 in in IN cord-308249-es948mux 153 7 the the DT cord-308249-es948mux 153 8 friendship friendship NN cord-308249-es948mux 153 9 network network NN cord-308249-es948mux 153 10 is be VBZ cord-308249-es948mux 153 11 not not RB cord-308249-es948mux 153 12 significant significant JJ cord-308249-es948mux 153 13 . . . cord-308249-es948mux 154 1 This this DT cord-308249-es948mux 154 2 means mean VBZ cord-308249-es948mux 154 3 that that IN cord-308249-es948mux 154 4 students student NNS cord-308249-es948mux 154 5 do do VBP cord-308249-es948mux 154 6 not not RB cord-308249-es948mux 154 7 have have VB cord-308249-es948mux 154 8 a a DT cord-308249-es948mux 154 9 preference preference NN cord-308249-es948mux 154 10 to to TO cord-308249-es948mux 154 11 befriend befriend VB cord-308249-es948mux 154 12 students student NNS cord-308249-es948mux 154 13 with with IN cord-308249-es948mux 154 14 similar similar JJ cord-308249-es948mux 154 15 academic academic JJ cord-308249-es948mux 154 16 achievements achievement NNS cord-308249-es948mux 154 17 . . . cord-308249-es948mux 155 1 Positive positive JJ cord-308249-es948mux 155 2 estimates estimate NNS cord-308249-es948mux 155 3 for for IN cord-308249-es948mux 155 4 the the DT cord-308249-es948mux 155 5 performance performance NN cord-308249-es948mux 155 6 of of IN cord-308249-es948mux 155 7 alter alter VB cord-308249-es948mux 155 8 [ [ -LRB- cord-308249-es948mux 155 9 effect effect NN cord-308249-es948mux 155 10 17 17 CD cord-308249-es948mux 155 11 ] ] -RRB- cord-308249-es948mux 155 12 in in IN cord-308249-es948mux 155 13 both both DT cord-308249-es948mux 155 14 social social JJ cord-308249-es948mux 155 15 networks network NNS cord-308249-es948mux 155 16 suggest suggest VBP cord-308249-es948mux 155 17 that that IN cord-308249-es948mux 155 18 individuals individual NNS cord-308249-es948mux 155 19 with with IN cord-308249-es948mux 155 20 high high JJ cord-308249-es948mux 155 21 performance performance NN cord-308249-es948mux 155 22 are be VBP cord-308249-es948mux 155 23 popular popular JJ cord-308249-es948mux 155 24 in in IN cord-308249-es948mux 155 25 friendship friendship NN cord-308249-es948mux 155 26 and and CC cord-308249-es948mux 155 27 study study NN cord-308249-es948mux 155 28 assistance assistance NN cord-308249-es948mux 155 29 networks network NNS cord-308249-es948mux 155 30 . . . cord-308249-es948mux 156 1 Positive positive JJ cord-308249-es948mux 156 2 effect effect NN cord-308249-es948mux 156 3 for for IN cord-308249-es948mux 156 4 the the DT cord-308249-es948mux 156 5 performance performance NN cord-308249-es948mux 156 6 of of IN cord-308249-es948mux 156 7 ego ego NN cord-308249-es948mux 156 8 [ [ -LRB- cord-308249-es948mux 156 9 effect effect NN cord-308249-es948mux 156 10 18 18 CD cord-308249-es948mux 156 11 ] ] -RRB- cord-308249-es948mux 156 12 for for IN cord-308249-es948mux 156 13 friendship friendship NN cord-308249-es948mux 156 14 network network NN cord-308249-es948mux 156 15 shows show VBZ cord-308249-es948mux 156 16 that that IN cord-308249-es948mux 156 17 high high JJ cord-308249-es948mux 156 18 performing perform VBG cord-308249-es948mux 156 19 students student NNS cord-308249-es948mux 156 20 tend tend VBP cord-308249-es948mux 156 21 to to TO cord-308249-es948mux 156 22 create create VB cord-308249-es948mux 156 23 friendship friendship NN cord-308249-es948mux 156 24 connections connection NNS cord-308249-es948mux 156 25 . . . cord-308249-es948mux 156 26 _SP cord-308249-es948mux 157 1 The the DT cord-308249-es948mux 157 2 role role NN cord-308249-es948mux 157 3 of of IN cord-308249-es948mux 157 4 distinct distinct JJ cord-308249-es948mux 157 5 social social JJ cord-308249-es948mux 157 6 networks network NNS cord-308249-es948mux 157 7 in in IN cord-308249-es948mux 157 8 academic academic JJ cord-308249-es948mux 157 9 performance performance NN cord-308249-es948mux 157 10 diffusion diffusion NN cord-308249-es948mux 157 11 . . . cord-308249-es948mux 158 1 We -PRON- PRP cord-308249-es948mux 158 2 find find VBP cord-308249-es948mux 158 3 the the DT cord-308249-es948mux 158 4 presence presence NN cord-308249-es948mux 158 5 of of IN cord-308249-es948mux 158 6 gender gender NN cord-308249-es948mux 158 7 homophily homophily NNP cord-308249-es948mux 158 8 [ [ -LRB- cord-308249-es948mux 158 9 effect effect NN cord-308249-es948mux 158 10 16 16 CD cord-308249-es948mux 158 11 ] ] -RRB- cord-308249-es948mux 158 12 in in IN cord-308249-es948mux 158 13 both both CC cord-308249-es948mux 158 14 friendship friendship NN cord-308249-es948mux 158 15 and and CC cord-308249-es948mux 158 16 study study NN cord-308249-es948mux 158 17 assistance assistance NN cord-308249-es948mux 158 18 social social JJ cord-308249-es948mux 158 19 networks network NNS cord-308249-es948mux 158 20 . . . cord-308249-es948mux 159 1 Students student NNS cord-308249-es948mux 159 2 tend tend VBP cord-308249-es948mux 159 3 to to TO cord-308249-es948mux 159 4 create create VB cord-308249-es948mux 159 5 friendship friendship NN cord-308249-es948mux 159 6 and and CC cord-308249-es948mux 159 7 study study NN cord-308249-es948mux 159 8 assistance assistance NN cord-308249-es948mux 159 9 connections connection NNS cord-308249-es948mux 159 10 with with IN cord-308249-es948mux 159 11 individuals individual NNS cord-308249-es948mux 159 12 with with IN cord-308249-es948mux 159 13 the the DT cord-308249-es948mux 159 14 same same JJ cord-308249-es948mux 159 15 gender gender NN cord-308249-es948mux 159 16 . . . cord-308249-es948mux 160 1 Positive positive JJ cord-308249-es948mux 160 2 effect effect NN cord-308249-es948mux 160 3 of of IN cord-308249-es948mux 160 4 ego ego NN cord-308249-es948mux 160 5 for for IN cord-308249-es948mux 160 6 males male NNS cord-308249-es948mux 160 7 [ [ -LRB- cord-308249-es948mux 160 8 effect effect NN cord-308249-es948mux 160 9 15 15 CD cord-308249-es948mux 160 10 ] ] -RRB- cord-308249-es948mux 160 11 in in IN cord-308249-es948mux 160 12 the the DT cord-308249-es948mux 160 13 friendship friendship NN cord-308249-es948mux 160 14 network network NN cord-308249-es948mux 160 15 suggests suggest VBZ cord-308249-es948mux 160 16 that that IN cord-308249-es948mux 160 17 males male NNS cord-308249-es948mux 160 18 tend tend VBP cord-308249-es948mux 160 19 to to TO cord-308249-es948mux 160 20 nominate nominate VB cord-308249-es948mux 160 21 more more JJR cord-308249-es948mux 160 22 friends friend NNS cord-308249-es948mux 160 23 . . . cord-308249-es948mux 161 1 The the DT cord-308249-es948mux 161 2 network network NN cord-308249-es948mux 161 3 control control NN cord-308249-es948mux 161 4 effects effect NNS cord-308249-es948mux 161 5 [ [ -LRB- cord-308249-es948mux 161 6 effects effect NNS cord-308249-es948mux 161 7 3 3 CD cord-308249-es948mux 161 8 , , , cord-308249-es948mux 161 9 4 4 CD cord-308249-es948mux 161 10 , , , cord-308249-es948mux 161 11 7 7 CD cord-308249-es948mux 161 12 , , , cord-308249-es948mux 161 13 8 8 CD cord-308249-es948mux 161 14 , , , cord-308249-es948mux 161 15 9 9 CD cord-308249-es948mux 161 16 , , , cord-308249-es948mux 161 17 and and CC cord-308249-es948mux 161 18 10 10 CD cord-308249-es948mux 161 19 ] ] -RRB- cord-308249-es948mux 161 20 that that WDT cord-308249-es948mux 161 21 were be VBD cord-308249-es948mux 161 22 included include VBN cord-308249-es948mux 161 23 in in IN cord-308249-es948mux 161 24 the the DT cord-308249-es948mux 161 25 models model NNS cord-308249-es948mux 161 26 show show VBP cord-308249-es948mux 161 27 expected expect VBD cord-308249-es948mux 161 28 signs sign NNS cord-308249-es948mux 161 29 and and CC cord-308249-es948mux 161 30 significance significance NN cord-308249-es948mux 161 31 scores score NNS cord-308249-es948mux 161 32 , , , cord-308249-es948mux 161 33 as as IN cord-308249-es948mux 161 34 in in IN cord-308249-es948mux 161 35 most most JJS cord-308249-es948mux 161 36 student student NN cord-308249-es948mux 161 37 social social JJ cord-308249-es948mux 161 38 networks network NNS cord-308249-es948mux 161 39 [ [ -LRB- cord-308249-es948mux 161 40 25 25 CD cord-308249-es948mux 161 41 ] ] -RRB- cord-308249-es948mux 161 42 shows show VBZ cord-308249-es948mux 161 43 that that IN cord-308249-es948mux 161 44 transitivity transitivity NN cord-308249-es948mux 161 45 is be VBZ cord-308249-es948mux 161 46 less less RBR cord-308249-es948mux 161 47 important important JJ cord-308249-es948mux 161 48 for for IN cord-308249-es948mux 161 49 friendship friendship NN cord-308249-es948mux 161 50 ties tie NNS cord-308249-es948mux 161 51 when when WRB cord-308249-es948mux 161 52 reciprocity reciprocity NN cord-308249-es948mux 161 53 is be VBZ cord-308249-es948mux 161 54 present present JJ cord-308249-es948mux 161 55 ( ( -LRB- cord-308249-es948mux 161 56 and and CC cord-308249-es948mux 161 57 vice vice NN cord-308249-es948mux 161 58 versa versa RB cord-308249-es948mux 161 59 ) ) -RRB- cord-308249-es948mux 162 1 [ [ -LRB- cord-308249-es948mux 162 2 41 41 CD cord-308249-es948mux 162 3 ] ] -RRB- cord-308249-es948mux 162 4 . . . cord-308249-es948mux 163 1 The the DT cord-308249-es948mux 163 2 combination combination NN cord-308249-es948mux 163 3 of of IN cord-308249-es948mux 163 4 negative negative JJ cord-308249-es948mux 163 5 betweenness betweenness NN cord-308249-es948mux 163 6 [ [ -LRB- cord-308249-es948mux 163 7 effect effect NN cord-308249-es948mux 163 8 10 10 CD cord-308249-es948mux 163 9 ] ] -RRB- cord-308249-es948mux 163 10 and and CC cord-308249-es948mux 163 11 positive positive JJ cord-308249-es948mux 163 12 transitivity transitivity NN cord-308249-es948mux 163 13 [ [ -LRB- cord-308249-es948mux 163 14 effect effect NN cord-308249-es948mux 163 15 7 7 CD cord-308249-es948mux 163 16 ] ] -RRB- cord-308249-es948mux 163 17 in in IN cord-308249-es948mux 163 18 both both DT cord-308249-es948mux 163 19 networks network NNS cord-308249-es948mux 163 20 demonstrate demonstrate VBP cord-308249-es948mux 163 21 that that IN cord-308249-es948mux 163 22 individuals individual NNS cord-308249-es948mux 163 23 do do VBP cord-308249-es948mux 163 24 not not RB cord-308249-es948mux 163 25 seek seek VB cord-308249-es948mux 163 26 for for IN cord-308249-es948mux 163 27 brokerage brokerage NN cord-308249-es948mux 163 28 positions position NNS cord-308249-es948mux 163 29 and and CC cord-308249-es948mux 163 30 do do VBP cord-308249-es948mux 163 31 not not RB cord-308249-es948mux 163 32 want want VB cord-308249-es948mux 163 33 to to TO cord-308249-es948mux 163 34 connect connect VB cord-308249-es948mux 163 35 peers peer NNS cord-308249-es948mux 163 36 from from IN cord-308249-es948mux 163 37 different different JJ cord-308249-es948mux 163 38 network network NN cord-308249-es948mux 163 39 communities community NNS cord-308249-es948mux 163 40 and and CC cord-308249-es948mux 163 41 study study NN cord-308249-es948mux 163 42 groups group NNS cord-308249-es948mux 163 43 . . . cord-308249-es948mux 164 1 Positive positive JJ cord-308249-es948mux 164 2 activity activity NN cord-308249-es948mux 164 3 effect effect NN cord-308249-es948mux 164 4 [ [ -LRB- cord-308249-es948mux 164 5 effect effect NN cord-308249-es948mux 164 6 6 6 CD cord-308249-es948mux 164 7 ] ] -RRB- cord-308249-es948mux 164 8 in in IN cord-308249-es948mux 164 9 friendship friendship NN cord-308249-es948mux 164 10 network network NN cord-308249-es948mux 164 11 indicates indicate VBZ cord-308249-es948mux 164 12 that that IN cord-308249-es948mux 164 13 students student NNS cord-308249-es948mux 164 14 with with IN cord-308249-es948mux 164 15 many many JJ cord-308249-es948mux 164 16 ties tie NNS cord-308249-es948mux 164 17 tend tend VBP cord-308249-es948mux 164 18 to to TO cord-308249-es948mux 164 19 create create VB cord-308249-es948mux 164 20 new new JJ cord-308249-es948mux 164 21 friendship friendship NN cord-308249-es948mux 164 22 relationships relationship NNS cord-308249-es948mux 164 23 . . . cord-308249-es948mux 165 1 Positive positive JJ cord-308249-es948mux 165 2 effect effect NN cord-308249-es948mux 165 3 of of IN cord-308249-es948mux 165 4 popularity popularity NN cord-308249-es948mux 165 5 [ [ -LRB- cord-308249-es948mux 165 6 effect effect NN cord-308249-es948mux 165 7 5 5 CD cord-308249-es948mux 165 8 ] ] -RRB- cord-308249-es948mux 165 9 in in IN cord-308249-es948mux 165 10 study study NN cord-308249-es948mux 165 11 assistance assistance NN cord-308249-es948mux 165 12 network network NN cord-308249-es948mux 165 13 suggests suggest VBZ cord-308249-es948mux 165 14 that that IN cord-308249-es948mux 165 15 individuals individual NNS cord-308249-es948mux 165 16 ask ask VBP cord-308249-es948mux 165 17 for for IN cord-308249-es948mux 165 18 help help NN cord-308249-es948mux 165 19 those those DT cord-308249-es948mux 165 20 students student NNS cord-308249-es948mux 165 21 , , , cord-308249-es948mux 165 22 who who WP cord-308249-es948mux 165 23 are be VBP cord-308249-es948mux 165 24 often often RB cord-308249-es948mux 165 25 asked ask VBN cord-308249-es948mux 165 26 for for IN cord-308249-es948mux 165 27 help help NN cord-308249-es948mux 165 28 by by IN cord-308249-es948mux 165 29 others other NNS cord-308249-es948mux 165 30 . . . cord-308249-es948mux 166 1 In in IN cord-308249-es948mux 166 2 friendship friendship NN cord-308249-es948mux 166 3 network network NN cord-308249-es948mux 166 4 this this DT cord-308249-es948mux 166 5 effect effect NN cord-308249-es948mux 166 6 is be VBZ cord-308249-es948mux 166 7 negative negative JJ cord-308249-es948mux 166 8 , , , cord-308249-es948mux 166 9 which which WDT cord-308249-es948mux 166 10 means mean VBZ cord-308249-es948mux 166 11 that that IN cord-308249-es948mux 166 12 students student NNS cord-308249-es948mux 166 13 do do VBP cord-308249-es948mux 166 14 not not RB cord-308249-es948mux 166 15 tend tend VB cord-308249-es948mux 166 16 to to TO cord-308249-es948mux 166 17 befriend befriend VB cord-308249-es948mux 166 18 popular popular JJ cord-308249-es948mux 166 19 individuals individual NNS cord-308249-es948mux 166 20 , , , cord-308249-es948mux 166 21 i.e. i.e. FW cord-308249-es948mux 166 22 those those DT cord-308249-es948mux 166 23 who who WP cord-308249-es948mux 166 24 already already RB cord-308249-es948mux 166 25 have have VBP cord-308249-es948mux 166 26 a a DT cord-308249-es948mux 166 27 lot lot NN cord-308249-es948mux 166 28 of of IN cord-308249-es948mux 166 29 friends friend NNS cord-308249-es948mux 166 30 . . . cord-308249-es948mux 167 1 In in IN cord-308249-es948mux 167 2 both both DT cord-308249-es948mux 167 3 networks network NNS cord-308249-es948mux 167 4 rate rate NN cord-308249-es948mux 167 5 parameters parameter NNS cord-308249-es948mux 167 6 are be VBP cord-308249-es948mux 167 7 larger large JJR cord-308249-es948mux 167 8 in in IN cord-308249-es948mux 167 9 the the DT cord-308249-es948mux 167 10 first first JJ cord-308249-es948mux 167 11 period period NN cord-308249-es948mux 167 12 rather rather RB cord-308249-es948mux 167 13 than than IN cord-308249-es948mux 167 14 in in IN cord-308249-es948mux 167 15 the the DT cord-308249-es948mux 167 16 second second JJ cord-308249-es948mux 167 17 , , , cord-308249-es948mux 167 18 indicating indicate VBG cord-308249-es948mux 167 19 that that IN cord-308249-es948mux 167 20 the the DT cord-308249-es948mux 167 21 tie tie NN cord-308249-es948mux 167 22 formation formation NN cord-308249-es948mux 167 23 stabilizes stabilize VBZ cord-308249-es948mux 167 24 over over IN cord-308249-es948mux 167 25 time time NN cord-308249-es948mux 167 26 . . . cord-308249-es948mux 168 1 The the DT cord-308249-es948mux 168 2 modeling modeling NN cord-308249-es948mux 168 3 results result NNS cord-308249-es948mux 168 4 also also RB cord-308249-es948mux 168 5 show show VBP cord-308249-es948mux 168 6 that that IN cord-308249-es948mux 168 7 students student NNS cord-308249-es948mux 168 8 tend tend VBP cord-308249-es948mux 168 9 to to TO cord-308249-es948mux 168 10 create create VB cord-308249-es948mux 168 11 friendship friendship NN cord-308249-es948mux 168 12 and and CC cord-308249-es948mux 168 13 study study NN cord-308249-es948mux 168 14 assistance assistance NN cord-308249-es948mux 168 15 ties tie NNS cord-308249-es948mux 168 16 with with IN cord-308249-es948mux 168 17 individuals individual NNS cord-308249-es948mux 168 18 they -PRON- PRP cord-308249-es948mux 168 19 knew know VBD cord-308249-es948mux 168 20 before before IN cord-308249-es948mux 168 21 the the DT cord-308249-es948mux 168 22 enrollment enrollment NN cord-308249-es948mux 168 23 [ [ -LRB- cord-308249-es948mux 168 24 effect effect NN cord-308249-es948mux 168 25 11 11 CD cord-308249-es948mux 168 26 ] ] -RRB- cord-308249-es948mux 168 27 and and CC cord-308249-es948mux 168 28 individuals individual NNS cord-308249-es948mux 168 29 from from IN cord-308249-es948mux 168 30 the the DT cord-308249-es948mux 168 31 same same JJ cord-308249-es948mux 168 32 study study NN cord-308249-es948mux 168 33 group group NN cord-308249-es948mux 168 34 [ [ -LRB- cord-308249-es948mux 168 35 effect effect NN cord-308249-es948mux 168 36 12 12 CD cord-308249-es948mux 168 37 ] ] -RRB- cord-308249-es948mux 168 38 . . . cord-308249-es948mux 169 1 Also also RB cord-308249-es948mux 169 2 , , , cord-308249-es948mux 169 3 students student NNS cord-308249-es948mux 169 4 tend tend VBP cord-308249-es948mux 169 5 to to TO cord-308249-es948mux 169 6 create create VB cord-308249-es948mux 169 7 friendship friendship NN cord-308249-es948mux 169 8 connections connection NNS cord-308249-es948mux 169 9 with with IN cord-308249-es948mux 169 10 their -PRON- PRP$ cord-308249-es948mux 169 11 study study NN cord-308249-es948mux 169 12 assistants assistant NNS cord-308249-es948mux 169 13 [ [ -LRB- cord-308249-es948mux 169 14 effect effect NN cord-308249-es948mux 169 15 13.1 13.1 CD cord-308249-es948mux 169 16 ] ] -RRB- cord-308249-es948mux 169 17 and and CC cord-308249-es948mux 169 18 they -PRON- PRP cord-308249-es948mux 169 19 seek seek VBP cord-308249-es948mux 169 20 for for IN cord-308249-es948mux 169 21 study study NN cord-308249-es948mux 169 22 assistance assistance NN cord-308249-es948mux 169 23 from from IN cord-308249-es948mux 169 24 their -PRON- PRP$ cord-308249-es948mux 169 25 friends friend NNS cord-308249-es948mux 169 26 [ [ -LRB- cord-308249-es948mux 169 27 effect effect NN cord-308249-es948mux 169 28 13.2 13.2 CD cord-308249-es948mux 169 29 ] ] -RRB- cord-308249-es948mux 169 30 . . . cord-308249-es948mux 170 1 We -PRON- PRP cord-308249-es948mux 170 2 conducted conduct VBD cord-308249-es948mux 170 3 the the DT cord-308249-es948mux 170 4 time time NN cord-308249-es948mux 170 5 heterogeneity heterogeneity NN cord-308249-es948mux 170 6 test test NN cord-308249-es948mux 170 7 for for IN cord-308249-es948mux 170 8 both both DT cord-308249-es948mux 170 9 network network NN cord-308249-es948mux 170 10 models model NNS cord-308249-es948mux 170 11 [ [ -LRB- cord-308249-es948mux 170 12 40 40 CD cord-308249-es948mux 170 13 ] ] -RRB- cord-308249-es948mux 170 14 . . . cord-308249-es948mux 171 1 This this DT cord-308249-es948mux 171 2 test test NN cord-308249-es948mux 171 3 is be VBZ cord-308249-es948mux 171 4 used use VBN cord-308249-es948mux 171 5 to to TO cord-308249-es948mux 171 6 examine examine VB cord-308249-es948mux 171 7 whether whether IN cord-308249-es948mux 171 8 the the DT cord-308249-es948mux 171 9 parameter parameter NN cord-308249-es948mux 171 10 values value VBZ cord-308249-es948mux 171 11 β β NNP cord-308249-es948mux 171 12 k k XX cord-308249-es948mux 171 13 of of IN cord-308249-es948mux 171 14 the the DT cord-308249-es948mux 171 15 objective objective JJ cord-308249-es948mux 171 16 function function NN cord-308249-es948mux 171 17 are be VBP cord-308249-es948mux 171 18 constant constant JJ cord-308249-es948mux 171 19 over over IN cord-308249-es948mux 171 20 the the DT cord-308249-es948mux 171 21 _SP cord-308249-es948mux 171 22 The the DT cord-308249-es948mux 171 23 role role NN cord-308249-es948mux 171 24 of of IN cord-308249-es948mux 171 25 distinct distinct JJ cord-308249-es948mux 171 26 social social JJ cord-308249-es948mux 171 27 networks network NNS cord-308249-es948mux 171 28 in in IN cord-308249-es948mux 171 29 academic academic JJ cord-308249-es948mux 171 30 performance performance NN cord-308249-es948mux 171 31 diffusion diffusion NN cord-308249-es948mux 171 32 . . . cord-308249-es948mux 172 1 periods period NNS cord-308249-es948mux 172 2 of of IN cord-308249-es948mux 172 3 observation observation NN cord-308249-es948mux 172 4 . . . cord-308249-es948mux 173 1 We -PRON- PRP cord-308249-es948mux 173 2 find find VBP cord-308249-es948mux 173 3 the the DT cord-308249-es948mux 173 4 time time NN cord-308249-es948mux 173 5 heterogeneity heterogeneity NN cord-308249-es948mux 173 6 in in IN cord-308249-es948mux 173 7 models model NNS cord-308249-es948mux 173 8 . . . cord-308249-es948mux 174 1 In in IN cord-308249-es948mux 174 2 both both DT cord-308249-es948mux 174 3 networks network NNS cord-308249-es948mux 174 4 , , , cord-308249-es948mux 174 5 parameters parameter NNS cord-308249-es948mux 174 6 such such JJ cord-308249-es948mux 174 7 as as IN cord-308249-es948mux 174 8 betweenness betweenness NN cord-308249-es948mux 174 9 , , , cord-308249-es948mux 174 10 acquaintance acquaintance NN cord-308249-es948mux 174 11 before before IN cord-308249-es948mux 174 12 enrollment enrollment NN cord-308249-es948mux 174 13 , , , cord-308249-es948mux 174 14 popularity popularity NN cord-308249-es948mux 174 15 and and CC cord-308249-es948mux 174 16 activity activity NN cord-308249-es948mux 174 17 of of IN cord-308249-es948mux 174 18 the the DT cord-308249-es948mux 174 19 high high JJ cord-308249-es948mux 174 20 performing perform VBG cord-308249-es948mux 174 21 individuals individual NNS cord-308249-es948mux 174 22 are be VBP cord-308249-es948mux 174 23 heterogeneous heterogeneous JJ cord-308249-es948mux 174 24 . . . cord-308249-es948mux 175 1 In in IN cord-308249-es948mux 175 2 the the DT cord-308249-es948mux 175 3 friendship friendship NN cord-308249-es948mux 175 4 network network NN cord-308249-es948mux 175 5 , , , cord-308249-es948mux 175 6 there there EX cord-308249-es948mux 175 7 is be VBZ cord-308249-es948mux 175 8 also also RB cord-308249-es948mux 175 9 time time NN cord-308249-es948mux 175 10 heterogeneity heterogeneity NN cord-308249-es948mux 175 11 for for IN cord-308249-es948mux 175 12 gender gender NN cord-308249-es948mux 175 13 of of IN cord-308249-es948mux 175 14 alter alter NN cord-308249-es948mux 175 15 and and CC cord-308249-es948mux 175 16 ego ego NN cord-308249-es948mux 175 17 , , , cord-308249-es948mux 175 18 performance performance NN cord-308249-es948mux 175 19 social social JJ cord-308249-es948mux 175 20 selection selection NN cord-308249-es948mux 175 21 and and CC cord-308249-es948mux 175 22 influence influence NN cord-308249-es948mux 175 23 . . . cord-308249-es948mux 176 1 In in IN cord-308249-es948mux 176 2 the the DT cord-308249-es948mux 176 3 study study NN cord-308249-es948mux 176 4 Significance significance NN cord-308249-es948mux 176 5 codes code NNS cord-308249-es948mux 176 6 � � POS cord-308249-es948mux 176 7 � � . cord-308249-es948mux 177 1 � � NFP cord-308249-es948mux 177 2 P p NN cord-308249-es948mux 177 3 < < XX cord-308249-es948mux 177 4 0.001 0.001 CD cord-308249-es948mux 177 5 � � . cord-308249-es948mux 178 1 � � NFP cord-308249-es948mux 178 2 P p NN cord-308249-es948mux 178 3 < < XX cord-308249-es948mux 179 1 0.01 0.01 CD cord-308249-es948mux 179 2 � � NFP cord-308249-es948mux 180 1 P p NN cord-308249-es948mux 180 2 < < XX cord-308249-es948mux 180 3 0.05 0.05 CD cord-308249-es948mux 180 4 . . . cord-308249-es948mux 181 1 The the DT cord-308249-es948mux 181 2 models model NNS cord-308249-es948mux 181 3 converged converge VBD cord-308249-es948mux 181 4 according accord VBG cord-308249-es948mux 181 5 to to IN cord-308249-es948mux 181 6 the the DT cord-308249-es948mux 181 7 t t NN cord-308249-es948mux 181 8 - - HYPH cord-308249-es948mux 181 9 ratios ratio NNS cord-308249-es948mux 181 10 for for IN cord-308249-es948mux 181 11 convergence convergence NN cord-308249-es948mux 181 12 and and CC cord-308249-es948mux 181 13 the the DT cord-308249-es948mux 181 14 overall overall JJ cord-308249-es948mux 181 15 maximum maximum JJ cord-308249-es948mux 181 16 convergence convergence NN cord-308249-es948mux 181 17 ratio ratio NN cord-308249-es948mux 181 18 criteria criterion NNS cord-308249-es948mux 181 19 suggested suggest VBN cord-308249-es948mux 181 20 in in IN cord-308249-es948mux 181 21 ( ( -LRB- cord-308249-es948mux 181 22 40 40 CD cord-308249-es948mux 181 23 ) ) -RRB- cord-308249-es948mux 181 24 . . . cord-308249-es948mux 182 1 Goodness goodness NN cord-308249-es948mux 182 2 of of IN cord-308249-es948mux 182 3 fit fit NN cord-308249-es948mux 182 4 is be VBZ cord-308249-es948mux 182 5 adequate adequate JJ cord-308249-es948mux 182 6 for for IN cord-308249-es948mux 182 7 all all DT cord-308249-es948mux 182 8 models model NNS cord-308249-es948mux 182 9 . . . cord-308249-es948mux 183 1 https://doi.org/10.1371/journal.pone.0236737.t001 https://doi.org/10.1371/journal.pone.0236737.t001 . cord-308249-es948mux 184 1 The the DT cord-308249-es948mux 184 2 role role NN cord-308249-es948mux 184 3 of of IN cord-308249-es948mux 184 4 distinct distinct JJ cord-308249-es948mux 184 5 social social JJ cord-308249-es948mux 184 6 networks network NNS cord-308249-es948mux 184 7 in in IN cord-308249-es948mux 184 8 academic academic JJ cord-308249-es948mux 184 9 performance performance NN cord-308249-es948mux 184 10 diffusion diffusion NN cord-308249-es948mux 184 11 . . . cord-308249-es948mux 185 1 assistance assistance NN cord-308249-es948mux 185 2 network network NN cord-308249-es948mux 185 3 , , , cord-308249-es948mux 185 4 we -PRON- PRP cord-308249-es948mux 185 5 find find VBP cord-308249-es948mux 185 6 time time NN cord-308249-es948mux 185 7 heterogeneity heterogeneity NN cord-308249-es948mux 185 8 for for IN cord-308249-es948mux 185 9 studying study VBG cord-308249-es948mux 185 10 in in IN cord-308249-es948mux 185 11 the the DT cord-308249-es948mux 185 12 same same JJ cord-308249-es948mux 185 13 group group NN cord-308249-es948mux 185 14 , , , cord-308249-es948mux 185 15 gender gender NN cord-308249-es948mux 185 16 of of IN cord-308249-es948mux 185 17 ego ego NN cord-308249-es948mux 185 18 , , , cord-308249-es948mux 185 19 and and CC cord-308249-es948mux 185 20 performance performance NN cord-308249-es948mux 185 21 of of IN cord-308249-es948mux 185 22 ego ego NN cord-308249-es948mux 185 23 . . . cord-308249-es948mux 186 1 The the DT cord-308249-es948mux 186 2 cases case NNS cord-308249-es948mux 186 3 of of IN cord-308249-es948mux 186 4 previous previous JJ cord-308249-es948mux 186 5 acquaintance acquaintance NN cord-308249-es948mux 186 6 or or CC cord-308249-es948mux 186 7 being be VBG cord-308249-es948mux 186 8 in in IN cord-308249-es948mux 186 9 the the DT cord-308249-es948mux 186 10 same same JJ cord-308249-es948mux 186 11 study study NN cord-308249-es948mux 186 12 group group NN cord-308249-es948mux 186 13 can can MD cord-308249-es948mux 186 14 be be VB cord-308249-es948mux 186 15 explained explain VBN cord-308249-es948mux 186 16 by by IN cord-308249-es948mux 186 17 the the DT cord-308249-es948mux 186 18 nature nature NN cord-308249-es948mux 186 19 of of IN cord-308249-es948mux 186 20 these these DT cord-308249-es948mux 186 21 types type NNS cord-308249-es948mux 186 22 of of IN cord-308249-es948mux 186 23 ties tie NNS cord-308249-es948mux 186 24 . . . cord-308249-es948mux 187 1 For for IN cord-308249-es948mux 187 2 instance instance NN cord-308249-es948mux 187 3 , , , cord-308249-es948mux 187 4 the the DT cord-308249-es948mux 187 5 acquaintance acquaintance NN cord-308249-es948mux 187 6 before before IN cord-308249-es948mux 187 7 enrollment enrollment NN cord-308249-es948mux 187 8 can can MD cord-308249-es948mux 187 9 play play VB cord-308249-es948mux 187 10 a a DT cord-308249-es948mux 187 11 significant significant JJ cord-308249-es948mux 187 12 role role NN cord-308249-es948mux 187 13 at at IN cord-308249-es948mux 187 14 the the DT cord-308249-es948mux 187 15 beginning beginning NN cord-308249-es948mux 187 16 of of IN cord-308249-es948mux 187 17 studies study NNS cord-308249-es948mux 187 18 , , , cord-308249-es948mux 187 19 while while IN cord-308249-es948mux 187 20 after after IN cord-308249-es948mux 187 21 several several JJ cord-308249-es948mux 187 22 months month NNS cord-308249-es948mux 187 23 ' ' POS cord-308249-es948mux 187 24 students student NNS cord-308249-es948mux 187 25 will will MD cord-308249-es948mux 187 26 tend tend VB cord-308249-es948mux 187 27 to to TO cord-308249-es948mux 187 28 expand expand VB cord-308249-es948mux 187 29 their -PRON- PRP$ cord-308249-es948mux 187 30 networks network NNS cord-308249-es948mux 187 31 and and CC cord-308249-es948mux 187 32 will will MD cord-308249-es948mux 187 33 not not RB cord-308249-es948mux 187 34 seek seek VB cord-308249-es948mux 187 35 connections connection NNS cord-308249-es948mux 187 36 with with IN cord-308249-es948mux 187 37 individuals individual NNS cord-308249-es948mux 187 38 they -PRON- PRP cord-308249-es948mux 187 39 knew know VBD cord-308249-es948mux 187 40 before before IN cord-308249-es948mux 187 41 studies study NNS cord-308249-es948mux 187 42 . . . cord-308249-es948mux 188 1 The the DT cord-308249-es948mux 188 2 same same JJ cord-308249-es948mux 188 3 explanation explanation NN cord-308249-es948mux 188 4 can can MD cord-308249-es948mux 188 5 be be VB cord-308249-es948mux 188 6 used use VBN cord-308249-es948mux 188 7 for for IN cord-308249-es948mux 188 8 the the DT cord-308249-es948mux 188 9 case case NN cord-308249-es948mux 188 10 of of IN cord-308249-es948mux 188 11 being be VBG cord-308249-es948mux 188 12 in in IN cord-308249-es948mux 188 13 the the DT cord-308249-es948mux 188 14 same same JJ cord-308249-es948mux 188 15 study study NN cord-308249-es948mux 188 16 group group NN cord-308249-es948mux 188 17 . . . cord-308249-es948mux 189 1 At at IN cord-308249-es948mux 189 2 the the DT cord-308249-es948mux 189 3 beginning beginning NN cord-308249-es948mux 189 4 of of IN cord-308249-es948mux 189 5 studies study NNS cord-308249-es948mux 189 6 , , , cord-308249-es948mux 189 7 students student NNS cord-308249-es948mux 189 8 will will MD cord-308249-es948mux 189 9 form form VB cord-308249-es948mux 189 10 ties tie NNS cord-308249-es948mux 189 11 within within IN cord-308249-es948mux 189 12 their -PRON- PRP$ cord-308249-es948mux 189 13 study study NN cord-308249-es948mux 189 14 groups group NNS cord-308249-es948mux 189 15 but but CC cord-308249-es948mux 189 16 later later RBR cord-308249-es948mux 189 17 they -PRON- PRP cord-308249-es948mux 189 18 will will MD cord-308249-es948mux 189 19 tend tend VB cord-308249-es948mux 189 20 to to TO cord-308249-es948mux 189 21 expand expand VB cord-308249-es948mux 189 22 their -PRON- PRP$ cord-308249-es948mux 189 23 network network NN cord-308249-es948mux 189 24 and and CC cord-308249-es948mux 189 25 form form VB cord-308249-es948mux 189 26 ties tie NNS cord-308249-es948mux 189 27 with with IN cord-308249-es948mux 189 28 other other JJ cord-308249-es948mux 189 29 group group NN cord-308249-es948mux 189 30 members member NNS cord-308249-es948mux 189 31 . . . cord-308249-es948mux 190 1 Differences difference NNS cord-308249-es948mux 190 2 in in IN cord-308249-es948mux 190 3 time time NN cord-308249-es948mux 190 4 heterogeneity heterogeneity NN cord-308249-es948mux 190 5 of of IN cord-308249-es948mux 190 6 academic academic JJ cord-308249-es948mux 190 7 achievements achievement NNS cord-308249-es948mux 190 8 may may MD cord-308249-es948mux 190 9 be be VB cord-308249-es948mux 190 10 related relate VBN cord-308249-es948mux 190 11 to to IN cord-308249-es948mux 190 12 the the DT cord-308249-es948mux 190 13 decreased decrease VBN cord-308249-es948mux 190 14 statistical statistical JJ cord-308249-es948mux 190 15 power power NN cord-308249-es948mux 190 16 of of IN cord-308249-es948mux 190 17 these these DT cord-308249-es948mux 190 18 effects effect NNS cord-308249-es948mux 190 19 between between IN cord-308249-es948mux 190 20 different different JJ cord-308249-es948mux 190 21 models model NNS cord-308249-es948mux 190 22 . . . cord-308249-es948mux 191 1 The the DT cord-308249-es948mux 191 2 effects effect NNS cord-308249-es948mux 191 3 of of IN cord-308249-es948mux 191 4 academic academic JJ cord-308249-es948mux 191 5 performance performance NN cord-308249-es948mux 191 6 on on IN cord-308249-es948mux 191 7 network network NN cord-308249-es948mux 191 8 evolution evolution NN cord-308249-es948mux 191 9 processes process NNS cord-308249-es948mux 191 10 may may MD cord-308249-es948mux 191 11 be be VB cord-308249-es948mux 191 12 understood understand VBN cord-308249-es948mux 191 13 in in IN cord-308249-es948mux 191 14 details detail NNS cord-308249-es948mux 191 15 by by IN cord-308249-es948mux 191 16 considering consider VBG cord-308249-es948mux 191 17 all all PDT cord-308249-es948mux 191 18 the the DT cord-308249-es948mux 191 19 performance performance NN cord-308249-es948mux 191 20 - - HYPH cord-308249-es948mux 191 21 related relate VBN cord-308249-es948mux 191 22 effects effect NNS cord-308249-es948mux 191 23 simultaneously simultaneously RB cord-308249-es948mux 191 24 [ [ -LRB- cord-308249-es948mux 191 25 40 40 CD cord-308249-es948mux 191 26 ] ] -RRB- cord-308249-es948mux 191 27 . . . cord-308249-es948mux 192 1 In in IN cord-308249-es948mux 192 2 Table Table NNP cord-308249-es948mux 192 3 2 2 CD cord-308249-es948mux 192 4 , , , cord-308249-es948mux 192 5 we -PRON- PRP cord-308249-es948mux 192 6 present present VBP cord-308249-es948mux 192 7 log log NN cord-308249-es948mux 192 8 - - HYPH cord-308249-es948mux 192 9 odds odd NNS cord-308249-es948mux 192 10 for for IN cord-308249-es948mux 192 11 the the DT cord-308249-es948mux 192 12 performance performance NN cord-308249-es948mux 192 13 selection selection NN cord-308249-es948mux 192 14 within within IN cord-308249-es948mux 192 15 different different JJ cord-308249-es948mux 192 16 achievement achievement NN cord-308249-es948mux 192 17 groups group NNS cord-308249-es948mux 192 18 . . . cord-308249-es948mux 193 1 The the DT cord-308249-es948mux 193 2 higher high JJR cord-308249-es948mux 193 3 the the DT cord-308249-es948mux 193 4 estimate estimate NN cord-308249-es948mux 193 5 , , , cord-308249-es948mux 193 6 the the DT cord-308249-es948mux 193 7 higher high JJR cord-308249-es948mux 193 8 the the DT cord-308249-es948mux 193 9 probability probability NN cord-308249-es948mux 193 10 of of IN cord-308249-es948mux 193 11 a a DT cord-308249-es948mux 193 12 study study NN cord-308249-es948mux 193 13 assistance assistance NN cord-308249-es948mux 193 14 tie tie NN cord-308249-es948mux 193 15 formation formation NN cord-308249-es948mux 193 16 between between IN cord-308249-es948mux 193 17 students student NNS cord-308249-es948mux 193 18 from from IN cord-308249-es948mux 193 19 different different JJ cord-308249-es948mux 193 20 performance performance NN cord-308249-es948mux 193 21 groups group NNS cord-308249-es948mux 193 22 . . . cord-308249-es948mux 194 1 Table table NN cord-308249-es948mux 194 2 2 2 CD cord-308249-es948mux 194 3 shows show VBZ cord-308249-es948mux 194 4 that that IN cord-308249-es948mux 194 5 there there EX cord-308249-es948mux 194 6 is be VBZ cord-308249-es948mux 194 7 a a DT cord-308249-es948mux 194 8 significant significant JJ cord-308249-es948mux 194 9 tendency tendency NN cord-308249-es948mux 194 10 toward toward IN cord-308249-es948mux 194 11 selection selection NN cord-308249-es948mux 194 12 of of IN cord-308249-es948mux 194 13 high high RB cord-308249-es948mux 194 14 - - HYPH cord-308249-es948mux 194 15 performing perform VBG cord-308249-es948mux 194 16 individuals individual NNS cord-308249-es948mux 194 17 as as IN cord-308249-es948mux 194 18 study study NN cord-308249-es948mux 194 19 assistants assistant NNS cord-308249-es948mux 194 20 , , , cord-308249-es948mux 194 21 and and CC cord-308249-es948mux 194 22 this this DT cord-308249-es948mux 194 23 tendency tendency NN cord-308249-es948mux 194 24 is be VBZ cord-308249-es948mux 194 25 present present JJ cord-308249-es948mux 194 26 among among IN cord-308249-es948mux 194 27 all all DT cord-308249-es948mux 194 28 groups group NNS cord-308249-es948mux 194 29 of of IN cord-308249-es948mux 194 30 students student NNS cord-308249-es948mux 194 31 . . . cord-308249-es948mux 195 1 Similarly similarly RB cord-308249-es948mux 195 2 , , , cord-308249-es948mux 195 3 in in IN cord-308249-es948mux 195 4 Table table NN cord-308249-es948mux 195 5 3 3 CD cord-308249-es948mux 195 6 we -PRON- PRP cord-308249-es948mux 195 7 present present VBP cord-308249-es948mux 195 8 precise precise JJ cord-308249-es948mux 195 9 estimates estimate NNS cord-308249-es948mux 195 10 for for IN cord-308249-es948mux 195 11 the the DT cord-308249-es948mux 195 12 social social JJ cord-308249-es948mux 195 13 influence influence NN cord-308249-es948mux 195 14 process process NN cord-308249-es948mux 195 15 for for IN cord-308249-es948mux 195 16 all all DT cord-308249-es948mux 195 17 achievement achievement NN cord-308249-es948mux 195 18 groups group NNS cord-308249-es948mux 195 19 . . . cord-308249-es948mux 196 1 Each each DT cord-308249-es948mux 196 2 row row NN cord-308249-es948mux 196 3 of of IN cord-308249-es948mux 196 4 the the DT cord-308249-es948mux 196 5 table table NN cord-308249-es948mux 196 6 corresponds correspond VBZ cord-308249-es948mux 196 7 to to IN cord-308249-es948mux 196 8 a a DT cord-308249-es948mux 196 9 given give VBN cord-308249-es948mux 196 10 average average JJ cord-308249-es948mux 196 11 behavior behavior NN cord-308249-es948mux 196 12 of of IN cord-308249-es948mux 196 13 the the DT cord-308249-es948mux 196 14 friends friend NNS cord-308249-es948mux 196 15 of of IN cord-308249-es948mux 196 16 an an DT cord-308249-es948mux 196 17 ego ego NN cord-308249-es948mux 196 18 . . . cord-308249-es948mux 197 1 Values value NNS cord-308249-es948mux 197 2 in in IN cord-308249-es948mux 197 3 the the DT cord-308249-es948mux 197 4 row row NN cord-308249-es948mux 197 5 show show VBP cord-308249-es948mux 197 6 the the DT cord-308249-es948mux 197 7 relative relative NN cord-308249-es948mux 197 8 ' ' `` cord-308249-es948mux 197 9 attractiveness attractiveness NN cord-308249-es948mux 197 10 ' ' '' cord-308249-es948mux 197 11 of of IN cord-308249-es948mux 197 12 the the DT cord-308249-es948mux 197 13 different different JJ cord-308249-es948mux 197 14 potential potential JJ cord-308249-es948mux 197 15 values value NNS cord-308249-es948mux 197 16 of of IN cord-308249-es948mux 197 17 ego ego NN cord-308249-es948mux 197 18 's 's POS cord-308249-es948mux 197 19 behavior behavior NN cord-308249-es948mux 197 20 . . . cord-308249-es948mux 198 1 Maximum maximum JJ cord-308249-es948mux 198 2 diagonal diagonal JJ cord-308249-es948mux 198 3 value value NN cord-308249-es948mux 198 4 indicates indicate VBZ cord-308249-es948mux 198 5 that that IN cord-308249-es948mux 198 6 for for IN cord-308249-es948mux 198 7 each each DT cord-308249-es948mux 198 8 value value NN cord-308249-es948mux 198 9 of of IN cord-308249-es948mux 198 10 the the DT cord-308249-es948mux 198 11 average average JJ cord-308249-es948mux 198 12 friends friend NNS cord-308249-es948mux 198 13 ' ' POS cord-308249-es948mux 198 14 behavior behavior NN cord-308249-es948mux 198 15 the the DT cord-308249-es948mux 198 16 actor actor NN cord-308249-es948mux 198 17 ' ' `` cord-308249-es948mux 198 18 prefers prefer VBZ cord-308249-es948mux 198 19 ' ' '' cord-308249-es948mux 198 20 to to TO cord-308249-es948mux 198 21 have have VB cord-308249-es948mux 198 22 the the DT cord-308249-es948mux 198 23 same same JJ cord-308249-es948mux 198 24 behavior behavior NN cord-308249-es948mux 198 25 as as IN cord-308249-es948mux 198 26 all all PDT cord-308249-es948mux 198 27 these these DT cord-308249-es948mux 198 28 friends friend NNS cord-308249-es948mux 198 29 ( ( -LRB- cord-308249-es948mux 198 30 40 40 CD cord-308249-es948mux 198 31 ) ) -RRB- cord-308249-es948mux 198 32 . . . cord-308249-es948mux 199 1 This this DT cord-308249-es948mux 199 2 shows show VBZ cord-308249-es948mux 199 3 that that IN cord-308249-es948mux 199 4 individuals individual NNS cord-308249-es948mux 199 5 tend tend VBP cord-308249-es948mux 199 6 to to TO cord-308249-es948mux 199 7 assimilate assimilate VB cord-308249-es948mux 199 8 their -PRON- PRP$ cord-308249-es948mux 199 9 friends friend NNS cord-308249-es948mux 199 10 ' ' POS cord-308249-es948mux 199 11 performance performance NN cord-308249-es948mux 199 12 . . . cord-308249-es948mux 200 1 In in IN cord-308249-es948mux 200 2 this this DT cord-308249-es948mux 200 3 paper paper NN cord-308249-es948mux 200 4 we -PRON- PRP cord-308249-es948mux 200 5 explore explore VBP cord-308249-es948mux 200 6 the the DT cord-308249-es948mux 200 7 academic academic JJ cord-308249-es948mux 200 8 performance performance NN cord-308249-es948mux 200 9 diffusion diffusion NN cord-308249-es948mux 200 10 through through IN cord-308249-es948mux 200 11 two two CD cord-308249-es948mux 200 12 social social JJ cord-308249-es948mux 200 13 networks network NNS cord-308249-es948mux 200 14 of of IN cord-308249-es948mux 200 15 different different JJ cord-308249-es948mux 200 16 natures nature NNS cord-308249-es948mux 200 17 : : : cord-308249-es948mux 200 18 friendship friendship NN cord-308249-es948mux 200 19 and and CC cord-308249-es948mux 200 20 study study NN cord-308249-es948mux 200 21 assistance assistance NN cord-308249-es948mux 200 22 . . . cord-308249-es948mux 201 1 We -PRON- PRP cord-308249-es948mux 201 2 empirically empirically RB cord-308249-es948mux 201 3 confirm confirm VBP cord-308249-es948mux 201 4 that that IN cord-308249-es948mux 201 5 educational educational JJ cord-308249-es948mux 201 6 _SP cord-308249-es948mux 201 7 The the DT cord-308249-es948mux 201 8 role role NN cord-308249-es948mux 201 9 of of IN cord-308249-es948mux 201 10 distinct distinct JJ cord-308249-es948mux 201 11 social social JJ cord-308249-es948mux 201 12 networks network NNS cord-308249-es948mux 201 13 in in IN cord-308249-es948mux 201 14 academic academic JJ cord-308249-es948mux 201 15 performance performance NN cord-308249-es948mux 201 16 diffusion diffusion NN cord-308249-es948mux 201 17 . . . cord-308249-es948mux 202 1 outcomes outcome NNS cord-308249-es948mux 202 2 of of IN cord-308249-es948mux 202 3 students student NNS cord-308249-es948mux 202 4 are be VBP cord-308249-es948mux 202 5 diffused diffuse VBN cord-308249-es948mux 202 6 in in IN cord-308249-es948mux 202 7 different different JJ cord-308249-es948mux 202 8 ways way NNS cord-308249-es948mux 202 9 within within IN cord-308249-es948mux 202 10 friendship friendship NN cord-308249-es948mux 202 11 and and CC cord-308249-es948mux 202 12 study study NN cord-308249-es948mux 202 13 assistance assistance NN cord-308249-es948mux 202 14 networks network NNS cord-308249-es948mux 202 15 . . . cord-308249-es948mux 203 1 Ties tie NNS cord-308249-es948mux 203 2 in in IN cord-308249-es948mux 203 3 the the DT cord-308249-es948mux 203 4 friendship friendship NN cord-308249-es948mux 203 5 network network NN cord-308249-es948mux 203 6 transmit transmit VB cord-308249-es948mux 203 7 academic academic JJ cord-308249-es948mux 203 8 achievements achievement NNS cord-308249-es948mux 203 9 , , , cord-308249-es948mux 203 10 while while IN cord-308249-es948mux 203 11 ties tie NNS cord-308249-es948mux 203 12 in in IN cord-308249-es948mux 203 13 the the DT cord-308249-es948mux 203 14 study study NN cord-308249-es948mux 203 15 assistance assistance NN cord-308249-es948mux 203 16 network network NN cord-308249-es948mux 203 17 do do VBP cord-308249-es948mux 203 18 not not RB cord-308249-es948mux 203 19 . . . cord-308249-es948mux 204 1 The the DT cord-308249-es948mux 204 2 absence absence NN cord-308249-es948mux 204 3 of of IN cord-308249-es948mux 204 4 the the DT cord-308249-es948mux 204 5 social social JJ cord-308249-es948mux 204 6 influence influence NN cord-308249-es948mux 204 7 process process NN cord-308249-es948mux 204 8 along along IN cord-308249-es948mux 204 9 the the DT cord-308249-es948mux 204 10 presence presence NN cord-308249-es948mux 204 11 of of IN cord-308249-es948mux 204 12 social social JJ cord-308249-es948mux 204 13 selection selection NN cord-308249-es948mux 204 14 in in IN cord-308249-es948mux 204 15 the the DT cord-308249-es948mux 204 16 study study NN cord-308249-es948mux 204 17 assistance assistance NN cord-308249-es948mux 204 18 network network NN cord-308249-es948mux 204 19 may may MD cord-308249-es948mux 204 20 suggest suggest VB cord-308249-es948mux 204 21 the the DT cord-308249-es948mux 204 22 presence presence NN cord-308249-es948mux 204 23 of of IN cord-308249-es948mux 204 24 social social JJ cord-308249-es948mux 204 25 segregation segregation NN cord-308249-es948mux 204 26 based base VBN cord-308249-es948mux 204 27 on on IN cord-308249-es948mux 204 28 performance performance NN cord-308249-es948mux 204 29 [ [ -LRB- cord-308249-es948mux 204 30 19 19 CD cord-308249-es948mux 204 31 ] ] -RRB- cord-308249-es948mux 204 32 . . . cord-308249-es948mux 205 1 This this DT cord-308249-es948mux 205 2 can can MD cord-308249-es948mux 205 3 be be VB cord-308249-es948mux 205 4 related relate VBN cord-308249-es948mux 205 5 to to IN cord-308249-es948mux 205 6 the the DT cord-308249-es948mux 205 7 high high JJ cord-308249-es948mux 205 8 competitiveness competitiveness NN cord-308249-es948mux 205 9 of of IN cord-308249-es948mux 205 10 the the DT cord-308249-es948mux 205 11 university university NN cord-308249-es948mux 205 12 environment environment NN cord-308249-es948mux 205 13 under under IN cord-308249-es948mux 205 14 the the DT cord-308249-es948mux 205 15 study study NN cord-308249-es948mux 205 16 . . . cord-308249-es948mux 206 1 We -PRON- PRP cord-308249-es948mux 206 2 expect expect VBP cord-308249-es948mux 206 3 that that IN cord-308249-es948mux 206 4 some some DT cord-308249-es948mux 206 5 students student NNS cord-308249-es948mux 206 6 are be VBP cord-308249-es948mux 206 7 highly highly RB cord-308249-es948mux 206 8 motivated motivated JJ cord-308249-es948mux 206 9 to to TO cord-308249-es948mux 206 10 receive receive VB cord-308249-es948mux 206 11 higher high JJR cord-308249-es948mux 206 12 grades grade NNS cord-308249-es948mux 206 13 and and CC cord-308249-es948mux 206 14 prefer prefer VBP cord-308249-es948mux 206 15 to to TO cord-308249-es948mux 206 16 invest invest VB cord-308249-es948mux 206 17 time time NN cord-308249-es948mux 206 18 and and CC cord-308249-es948mux 206 19 effort effort NN cord-308249-es948mux 206 20 in in IN cord-308249-es948mux 206 21 their -PRON- PRP$ cord-308249-es948mux 206 22 high high JJ cord-308249-es948mux 206 23 academic academic JJ cord-308249-es948mux 206 24 results result NNS cord-308249-es948mux 206 25 rather rather RB cord-308249-es948mux 206 26 than than IN cord-308249-es948mux 206 27 help help VB cord-308249-es948mux 206 28 their -PRON- PRP$ cord-308249-es948mux 206 29 less less RBR cord-308249-es948mux 206 30 academically academically RB cord-308249-es948mux 206 31 successful successful JJ cord-308249-es948mux 206 32 peers peer NNS cord-308249-es948mux 206 33 . . . cord-308249-es948mux 207 1 Our -PRON- PRP$ cord-308249-es948mux 207 2 findings finding NNS cord-308249-es948mux 207 3 demonstrate demonstrate VBP cord-308249-es948mux 207 4 that that IN cord-308249-es948mux 207 5 the the DT cord-308249-es948mux 207 6 efficacy efficacy NN cord-308249-es948mux 207 7 of of IN cord-308249-es948mux 207 8 academic academic JJ cord-308249-es948mux 207 9 achievements achievement NNS cord-308249-es948mux 207 10 diffusion diffusion NN cord-308249-es948mux 207 11 is be VBZ cord-308249-es948mux 207 12 determined determine VBN cord-308249-es948mux 207 13 by by IN cord-308249-es948mux 207 14 the the DT cord-308249-es948mux 207 15 nature nature NN cord-308249-es948mux 207 16 of of IN cord-308249-es948mux 207 17 the the DT cord-308249-es948mux 207 18 social social JJ cord-308249-es948mux 207 19 network network NN cord-308249-es948mux 207 20 . . . cord-308249-es948mux 208 1 It -PRON- PRP cord-308249-es948mux 208 2 was be VBD cord-308249-es948mux 208 3 established establish VBN cord-308249-es948mux 208 4 that that IN cord-308249-es948mux 208 5 social social JJ cord-308249-es948mux 208 6 integration integration NN cord-308249-es948mux 208 7 in in IN cord-308249-es948mux 208 8 the the DT cord-308249-es948mux 208 9 classroom classroom NN cord-308249-es948mux 208 10 is be VBZ cord-308249-es948mux 208 11 positively positively RB cord-308249-es948mux 208 12 associated associate VBN cord-308249-es948mux 208 13 with with IN cord-308249-es948mux 208 14 the the DT cord-308249-es948mux 208 15 higher high JJR cord-308249-es948mux 208 16 academic academic JJ cord-308249-es948mux 208 17 performance performance NN cord-308249-es948mux 208 18 of of IN cord-308249-es948mux 208 19 students student NNS cord-308249-es948mux 208 20 [ [ -LRB- cord-308249-es948mux 208 21 17 17 CD cord-308249-es948mux 208 22 , , , cord-308249-es948mux 208 23 19 19 CD cord-308249-es948mux 208 24 ] ] -RRB- cord-308249-es948mux 208 25 . . . cord-308249-es948mux 209 1 Here here RB cord-308249-es948mux 209 2 we -PRON- PRP cord-308249-es948mux 209 3 claim claim VBP cord-308249-es948mux 209 4 that that IN cord-308249-es948mux 209 5 it -PRON- PRP cord-308249-es948mux 209 6 is be VBZ cord-308249-es948mux 209 7 extremely extremely RB cord-308249-es948mux 209 8 important important JJ cord-308249-es948mux 209 9 to to TO cord-308249-es948mux 209 10 integrate integrate VB cord-308249-es948mux 209 11 individuals individual NNS cord-308249-es948mux 209 12 specifically specifically RB cord-308249-es948mux 209 13 in in IN cord-308249-es948mux 209 14 the the DT cord-308249-es948mux 209 15 network network NN cord-308249-es948mux 209 16 of of IN cord-308249-es948mux 209 17 informal informal JJ cord-308249-es948mux 209 18 friendship friendship NN cord-308249-es948mux 209 19 interactions interaction NNS cord-308249-es948mux 209 20 and and CC cord-308249-es948mux 209 21 motivate motivate VB cord-308249-es948mux 209 22 them -PRON- PRP cord-308249-es948mux 209 23 to to TO cord-308249-es948mux 209 24 create create VB cord-308249-es948mux 209 25 connections connection NNS cord-308249-es948mux 209 26 with with IN cord-308249-es948mux 209 27 higher higher RBR cord-308249-es948mux 209 28 - - HYPH cord-308249-es948mux 209 29 performing perform VBG cord-308249-es948mux 209 30 students student NNS cord-308249-es948mux 209 31 . . . cord-308249-es948mux 210 1 These these DT cord-308249-es948mux 210 2 findings finding NNS cord-308249-es948mux 210 3 support support VBP cord-308249-es948mux 210 4 the the DT cord-308249-es948mux 210 5 idea idea NN cord-308249-es948mux 210 6 that that IN cord-308249-es948mux 210 7 the the DT cord-308249-es948mux 210 8 nature nature NN cord-308249-es948mux 210 9 of of IN cord-308249-es948mux 210 10 social social JJ cord-308249-es948mux 210 11 relationships relationship NNS cord-308249-es948mux 210 12 is be VBZ cord-308249-es948mux 210 13 crucial crucial JJ cord-308249-es948mux 210 14 for for IN cord-308249-es948mux 210 15 the the DT cord-308249-es948mux 210 16 transmission transmission NN cord-308249-es948mux 210 17 of of IN cord-308249-es948mux 210 18 specific specific JJ cord-308249-es948mux 210 19 types type NNS cord-308249-es948mux 210 20 of of IN cord-308249-es948mux 210 21 information information NN cord-308249-es948mux 210 22 and and CC cord-308249-es948mux 210 23 behavior behavior NN cord-308249-es948mux 210 24 in in IN cord-308249-es948mux 210 25 social social JJ cord-308249-es948mux 210 26 networks network NNS cord-308249-es948mux 210 27 . . . cord-308249-es948mux 211 1 Close close JJ cord-308249-es948mux 211 2 friendship friendship NN cord-308249-es948mux 211 3 relationships relationship NNS cord-308249-es948mux 211 4 serve serve VBP cord-308249-es948mux 211 5 as as IN cord-308249-es948mux 211 6 effective effective JJ cord-308249-es948mux 211 7 channels channel NNS cord-308249-es948mux 211 8 for for IN cord-308249-es948mux 211 9 the the DT cord-308249-es948mux 211 10 spread spread NN cord-308249-es948mux 211 11 of of IN cord-308249-es948mux 211 12 various various JJ cord-308249-es948mux 211 13 complex complex JJ cord-308249-es948mux 211 14 behaviors behavior NNS cord-308249-es948mux 211 15 , , , cord-308249-es948mux 211 16 including include VBG cord-308249-es948mux 211 17 very very RB cord-308249-es948mux 211 18 costly costly JJ cord-308249-es948mux 211 19 behavior behavior NN cord-308249-es948mux 211 20 types type NNS cord-308249-es948mux 211 21 such such JJ cord-308249-es948mux 211 22 as as IN cord-308249-es948mux 211 23 health health NN cord-308249-es948mux 211 24 behavior behavior NN cord-308249-es948mux 211 25 [ [ -LRB- cord-308249-es948mux 211 26 1 1 CD cord-308249-es948mux 211 27 ] ] -RRB- cord-308249-es948mux 211 28 . . . cord-308249-es948mux 212 1 Academic academic JJ cord-308249-es948mux 212 2 performance performance NN cord-308249-es948mux 212 3 is be VBZ cord-308249-es948mux 212 4 one one CD cord-308249-es948mux 212 5 of of IN cord-308249-es948mux 212 6 the the DT cord-308249-es948mux 212 7 examples example NNS cord-308249-es948mux 212 8 of of IN cord-308249-es948mux 212 9 these these DT cord-308249-es948mux 212 10 behavior behavior NN cord-308249-es948mux 212 11 types type NNS cord-308249-es948mux 212 12 that that WDT cord-308249-es948mux 212 13 are be VBP cord-308249-es948mux 212 14 not not RB cord-308249-es948mux 212 15 easily easily RB cord-308249-es948mux 212 16 transmittable transmittable JJ cord-308249-es948mux 212 17 . . . cord-308249-es948mux 213 1 In in IN cord-308249-es948mux 213 2 contrast contrast NN cord-308249-es948mux 213 3 , , , cord-308249-es948mux 213 4 the the DT cord-308249-es948mux 213 5 instrumental instrumental JJ cord-308249-es948mux 213 6 study study NN cord-308249-es948mux 213 7 assistance assistance NN cord-308249-es948mux 213 8 ties tie NNS cord-308249-es948mux 213 9 do do VBP cord-308249-es948mux 213 10 not not RB cord-308249-es948mux 213 11 produce produce VB cord-308249-es948mux 213 12 the the DT cord-308249-es948mux 213 13 propagation propagation NN cord-308249-es948mux 213 14 of of IN cord-308249-es948mux 213 15 academic academic JJ cord-308249-es948mux 213 16 achievements achievement NNS cord-308249-es948mux 213 17 from from IN cord-308249-es948mux 213 18 successful successful JJ cord-308249-es948mux 213 19 students student NNS cord-308249-es948mux 213 20 to to IN cord-308249-es948mux 213 21 their -PRON- PRP$ cord-308249-es948mux 213 22 lower lower RBR cord-308249-es948mux 213 23 - - HYPH cord-308249-es948mux 213 24 performing perform VBG cord-308249-es948mux 213 25 peers peer NNS cord-308249-es948mux 213 26 . . . cord-308249-es948mux 214 1 To to TO cord-308249-es948mux 214 2 sum sum VB cord-308249-es948mux 214 3 up up RP cord-308249-es948mux 214 4 , , , cord-308249-es948mux 214 5 we -PRON- PRP cord-308249-es948mux 214 6 show show VBP cord-308249-es948mux 214 7 that that IN cord-308249-es948mux 214 8 costly costly JJ cord-308249-es948mux 214 9 and and CC cord-308249-es948mux 214 10 complex complex JJ cord-308249-es948mux 214 11 behavior behavior NN cord-308249-es948mux 214 12 ( ( -LRB- cord-308249-es948mux 214 13 such such JJ cord-308249-es948mux 214 14 as as IN cord-308249-es948mux 214 15 academic academic JJ cord-308249-es948mux 214 16 achievement achievement NN cord-308249-es948mux 214 17 ) ) -RRB- cord-308249-es948mux 214 18 diffuses diffuse VBZ cord-308249-es948mux 214 19 more more RBR cord-308249-es948mux 214 20 effectively effectively RB cord-308249-es948mux 214 21 in in IN cord-308249-es948mux 214 22 the the DT cord-308249-es948mux 214 23 network network NN cord-308249-es948mux 214 24 of of IN cord-308249-es948mux 214 25 strong strong JJ cord-308249-es948mux 214 26 close close JJ cord-308249-es948mux 214 27 connections connection NNS cord-308249-es948mux 214 28 such such JJ cord-308249-es948mux 214 29 as as IN cord-308249-es948mux 214 30 friendship friendship NN cord-308249-es948mux 214 31 . . . cord-308249-es948mux 215 1 These these DT cord-308249-es948mux 215 2 findings finding NNS cord-308249-es948mux 215 3 contribute contribute VBP cord-308249-es948mux 215 4 to to IN cord-308249-es948mux 215 5 the the DT cord-308249-es948mux 215 6 current current JJ cord-308249-es948mux 215 7 debates debate NNS cord-308249-es948mux 215 8 on on IN cord-308249-es948mux 215 9 behavior behavior NN cord-308249-es948mux 215 10 propagation propagation NN cord-308249-es948mux 215 11 in in IN cord-308249-es948mux 215 12 social social JJ cord-308249-es948mux 215 13 networks network NNS cord-308249-es948mux 215 14 and and CC cord-308249-es948mux 215 15 propose propose VB cord-308249-es948mux 215 16 new new JJ cord-308249-es948mux 215 17 insights insight NNS cord-308249-es948mux 215 18 on on IN cord-308249-es948mux 215 19 factors factor NNS cord-308249-es948mux 215 20 that that WDT cord-308249-es948mux 215 21 impact impact VBP cord-308249-es948mux 215 22 the the DT cord-308249-es948mux 215 23 success success NN cord-308249-es948mux 215 24 of of IN cord-308249-es948mux 215 25 behavior behavior NN cord-308249-es948mux 215 26 transmission transmission NN cord-308249-es948mux 215 27 . . . cord-308249-es948mux 216 1 This this DT cord-308249-es948mux 216 2 study study NN cord-308249-es948mux 216 3 has have VBZ cord-308249-es948mux 216 4 several several JJ cord-308249-es948mux 216 5 limitations limitation NNS cord-308249-es948mux 216 6 . . . cord-308249-es948mux 217 1 First first RB cord-308249-es948mux 217 2 , , , cord-308249-es948mux 217 3 we -PRON- PRP cord-308249-es948mux 217 4 analyze analyze VBP cord-308249-es948mux 217 5 social social JJ cord-308249-es948mux 217 6 networks network NNS cord-308249-es948mux 217 7 of of IN cord-308249-es948mux 217 8 first first JJ cord-308249-es948mux 217 9 - - HYPH cord-308249-es948mux 217 10 year year NN cord-308249-es948mux 217 11 students student NNS cord-308249-es948mux 217 12 . . . cord-308249-es948mux 218 1 This this DT cord-308249-es948mux 218 2 time time NN cord-308249-es948mux 218 3 frame frame NN cord-308249-es948mux 218 4 , , , cord-308249-es948mux 218 5 when when WRB cord-308249-es948mux 218 6 students student NNS cord-308249-es948mux 218 7 start start VBP cord-308249-es948mux 218 8 their -PRON- PRP$ cord-308249-es948mux 218 9 educational educational JJ cord-308249-es948mux 218 10 path path NN cord-308249-es948mux 218 11 at at IN cord-308249-es948mux 218 12 an an DT cord-308249-es948mux 218 13 undergraduate undergraduate JJ cord-308249-es948mux 218 14 level level NN cord-308249-es948mux 218 15 , , , cord-308249-es948mux 218 16 receives receive VBZ cord-308249-es948mux 218 17 a a DT cord-308249-es948mux 218 18 lot lot NN cord-308249-es948mux 218 19 of of IN cord-308249-es948mux 218 20 attention attention NN cord-308249-es948mux 218 21 in in IN cord-308249-es948mux 218 22 the the DT cord-308249-es948mux 218 23 literature literature NN cord-308249-es948mux 218 24 [ [ -LRB- cord-308249-es948mux 218 25 17 17 CD cord-308249-es948mux 218 26 , , , cord-308249-es948mux 218 27 19 19 CD cord-308249-es948mux 218 28 , , , cord-308249-es948mux 218 29 42 42 CD cord-308249-es948mux 218 30 ] ] -RRB- cord-308249-es948mux 218 31 due due IN cord-308249-es948mux 218 32 to to IN cord-308249-es948mux 218 33 the the DT cord-308249-es948mux 218 34 fast fast JJ cord-308249-es948mux 218 35 speed speed NN cord-308249-es948mux 218 36 of of IN cord-308249-es948mux 218 37 social social JJ cord-308249-es948mux 218 38 tie tie NN cord-308249-es948mux 218 39 formation formation NN cord-308249-es948mux 218 40 . . . cord-308249-es948mux 219 1 At at IN cord-308249-es948mux 219 2 the the DT cord-308249-es948mux 219 3 same same JJ cord-308249-es948mux 219 4 time time NN cord-308249-es948mux 219 5 , , , cord-308249-es948mux 219 6 it -PRON- PRP cord-308249-es948mux 219 7 would would MD cord-308249-es948mux 219 8 be be VB cord-308249-es948mux 219 9 beneficial beneficial JJ cord-308249-es948mux 219 10 to to TO cord-308249-es948mux 219 11 investigate investigate VB cord-308249-es948mux 219 12 the the DT cord-308249-es948mux 219 13 diffusion diffusion NN cord-308249-es948mux 219 14 of of IN cord-308249-es948mux 219 15 academic academic JJ cord-308249-es948mux 219 16 achievements achievement NNS cord-308249-es948mux 219 17 through through IN cord-308249-es948mux 219 18 social social JJ cord-308249-es948mux 219 19 networks network NNS cord-308249-es948mux 219 20 along along IN cord-308249-es948mux 219 21 the the DT cord-308249-es948mux 219 22 full full JJ cord-308249-es948mux 219 23 period period NN cord-308249-es948mux 219 24 of of IN cord-308249-es948mux 219 25 studies study NNS cord-308249-es948mux 219 26 . . . cord-308249-es948mux 220 1 Second second RB cord-308249-es948mux 220 2 , , , cord-308249-es948mux 220 3 we -PRON- PRP cord-308249-es948mux 220 4 examine examine VBP cord-308249-es948mux 220 5 only only RB cord-308249-es948mux 220 6 two two CD cord-308249-es948mux 220 7 types type NNS cord-308249-es948mux 220 8 of of IN cord-308249-es948mux 220 9 social social JJ cord-308249-es948mux 220 10 relations relation NNS cord-308249-es948mux 220 11 , , , cord-308249-es948mux 220 12 however however RB cord-308249-es948mux 220 13 , , , cord-308249-es948mux 220 14 the the DT cord-308249-es948mux 220 15 spectrum spectrum NN cord-308249-es948mux 220 16 of of IN cord-308249-es948mux 220 17 social social JJ cord-308249-es948mux 220 18 ties tie NNS cord-308249-es948mux 220 19 that that WDT cord-308249-es948mux 220 20 can can MD cord-308249-es948mux 220 21 serve serve VB cord-308249-es948mux 220 22 as as IN cord-308249-es948mux 220 23 channels channel NNS cord-308249-es948mux 220 24 of of IN cord-308249-es948mux 220 25 the the DT cord-308249-es948mux 220 26 performance performance NN cord-308249-es948mux 220 27 diffusion diffusion NN cord-308249-es948mux 220 28 is be VBZ cord-308249-es948mux 220 29 much much RB cord-308249-es948mux 220 30 wider wide JJR cord-308249-es948mux 220 31 . . . cord-308249-es948mux 221 1 It -PRON- PRP cord-308249-es948mux 221 2 is be VBZ cord-308249-es948mux 221 3 a a DT cord-308249-es948mux 221 4 potential potential JJ cord-308249-es948mux 221 5 avenue avenue NN cord-308249-es948mux 221 6 for for IN cord-308249-es948mux 221 7 future future JJ cord-308249-es948mux 221 8 studies study NNS cord-308249-es948mux 221 9 to to TO cord-308249-es948mux 221 10 estimate estimate VB cord-308249-es948mux 221 11 the the DT cord-308249-es948mux 221 12 efficacy efficacy NN cord-308249-es948mux 221 13 of of IN cord-308249-es948mux 221 14 other other JJ cord-308249-es948mux 221 15 types type NNS cord-308249-es948mux 221 16 of of IN cord-308249-es948mux 221 17 social social JJ cord-308249-es948mux 221 18 networks network NNS cord-308249-es948mux 221 19 such such JJ cord-308249-es948mux 221 20 as as IN cord-308249-es948mux 221 21 cooperation cooperation NN cord-308249-es948mux 221 22 , , , cord-308249-es948mux 221 23 competition competition NN cord-308249-es948mux 221 24 , , , cord-308249-es948mux 221 25 romantic romantic JJ cord-308249-es948mux 221 26 relationships relationship NNS cord-308249-es948mux 221 27 , , , cord-308249-es948mux 221 28 and and CC cord-308249-es948mux 221 29 negative negative JJ cord-308249-es948mux 221 30 ties tie NNS cord-308249-es948mux 221 31 on on IN cord-308249-es948mux 221 32 the the DT cord-308249-es948mux 221 33 process process NN cord-308249-es948mux 221 34 of of IN cord-308249-es948mux 221 35 academic academic JJ cord-308249-es948mux 221 36 achievement achievement NN cord-308249-es948mux 221 37 diffusion diffusion NN cord-308249-es948mux 221 38 . . . cord-308249-es948mux 222 1 The the DT cord-308249-es948mux 222 2 data datum NNS cord-308249-es948mux 222 3 on on IN cord-308249-es948mux 222 4 some some DT cord-308249-es948mux 222 5 of of IN cord-308249-es948mux 222 6 these these DT cord-308249-es948mux 222 7 networks network NNS cord-308249-es948mux 222 8 is be VBZ cord-308249-es948mux 222 9 difficult difficult JJ cord-308249-es948mux 222 10 to to TO cord-308249-es948mux 222 11 collect collect VB cord-308249-es948mux 222 12 ( ( -LRB- cord-308249-es948mux 222 13 e.g. e.g. RB cord-308249-es948mux 222 14 , , , cord-308249-es948mux 222 15 negative negative JJ cord-308249-es948mux 222 16 relationships relationship NNS cord-308249-es948mux 222 17 ) ) -RRB- cord-308249-es948mux 222 18 due due IN cord-308249-es948mux 222 19 to to IN cord-308249-es948mux 222 20 the the DT cord-308249-es948mux 222 21 high high JJ cord-308249-es948mux 222 22 sensitivity sensitivity NN cord-308249-es948mux 222 23 of of IN cord-308249-es948mux 222 24 studied study VBN cord-308249-es948mux 222 25 relationships relationship NNS cord-308249-es948mux 222 26 but but CC cord-308249-es948mux 222 27 these these DT cord-308249-es948mux 222 28 types type NNS cord-308249-es948mux 222 29 of of IN cord-308249-es948mux 222 30 ties tie NNS cord-308249-es948mux 222 31 can can MD cord-308249-es948mux 222 32 be be VB cord-308249-es948mux 222 33 nevertheless nevertheless RB cord-308249-es948mux 222 34 significant significant JJ cord-308249-es948mux 222 35 for for IN cord-308249-es948mux 222 36 behavior behavior NN cord-308249-es948mux 222 37 transmission transmission NN cord-308249-es948mux 222 38 . . . cord-308249-es948mux 223 1 In in IN cord-308249-es948mux 223 2 the the DT cord-308249-es948mux 223 3 time time NN cord-308249-es948mux 223 4 of of IN cord-308249-es948mux 223 5 the the DT cord-308249-es948mux 223 6 COVID-19 covid-19 JJ cord-308249-es948mux 223 7 pandemic pandemic NN cord-308249-es948mux 223 8 and and CC cord-308249-es948mux 223 9 after after IN cord-308249-es948mux 223 10 it -PRON- PRP cord-308249-es948mux 223 11 , , , cord-308249-es948mux 223 12 it -PRON- PRP cord-308249-es948mux 223 13 is be VBZ cord-308249-es948mux 223 14 also also RB cord-308249-es948mux 223 15 extremely extremely RB cord-308249-es948mux 223 16 important important JJ cord-308249-es948mux 223 17 to to TO cord-308249-es948mux 223 18 examine examine VB cord-308249-es948mux 223 19 the the DT cord-308249-es948mux 223 20 effect effect NN cord-308249-es948mux 223 21 of of IN cord-308249-es948mux 223 22 online online JJ cord-308249-es948mux 223 23 networks network NNS cord-308249-es948mux 223 24 on on IN cord-308249-es948mux 223 25 academic academic JJ cord-308249-es948mux 223 26 performance performance NN cord-308249-es948mux 223 27 transmission transmission NN cord-308249-es948mux 223 28 because because IN cord-308249-es948mux 223 29 online online JJ cord-308249-es948mux 223 30 interaction interaction NN cord-308249-es948mux 223 31 remains remain VBZ cord-308249-es948mux 223 32 the the DT cord-308249-es948mux 223 33 only only JJ cord-308249-es948mux 223 34 communication communication NN cord-308249-es948mux 223 35 channel channel NN cord-308249-es948mux 223 36 for for IN cord-308249-es948mux 223 37 students student NNS cord-308249-es948mux 223 38 . . . cord-308249-es948mux 224 1 Our -PRON- PRP$ cord-308249-es948mux 224 2 empirical empirical JJ cord-308249-es948mux 224 3 findings finding NNS cord-308249-es948mux 224 4 have have VBP cord-308249-es948mux 224 5 several several JJ cord-308249-es948mux 224 6 policy policy NN cord-308249-es948mux 224 7 implications implication NNS cord-308249-es948mux 224 8 . . . cord-308249-es948mux 225 1 Academic academic JJ cord-308249-es948mux 225 2 achievements achievement NNS cord-308249-es948mux 225 3 are be VBP cord-308249-es948mux 225 4 one one CD cord-308249-es948mux 225 5 of of IN cord-308249-es948mux 225 6 the the DT cord-308249-es948mux 225 7 key key JJ cord-308249-es948mux 225 8 components component NNS cord-308249-es948mux 225 9 of of IN cord-308249-es948mux 225 10 financial financial JJ cord-308249-es948mux 225 11 success success NN cord-308249-es948mux 225 12 and and CC cord-308249-es948mux 225 13 individual individual JJ cord-308249-es948mux 225 14 well well RB cord-308249-es948mux 225 15 - - HYPH cord-308249-es948mux 225 16 being be VBG cord-308249-es948mux 225 17 [ [ -LRB- cord-308249-es948mux 225 18 43 43 CD cord-308249-es948mux 225 19 , , , cord-308249-es948mux 225 20 44 44 CD cord-308249-es948mux 225 21 ] ] -RRB- cord-308249-es948mux 225 22 , , , cord-308249-es948mux 225 23 that that WDT cord-308249-es948mux 225 24 makes make VBZ cord-308249-es948mux 225 25 the the DT cord-308249-es948mux 225 26 performance performance NN cord-308249-es948mux 225 27 increase increase NN cord-308249-es948mux 225 28 is be VBZ cord-308249-es948mux 225 29 one one CD cord-308249-es948mux 225 30 of of IN cord-308249-es948mux 225 31 the the DT cord-308249-es948mux 225 32 main main JJ cord-308249-es948mux 225 33 goals goal NNS cord-308249-es948mux 225 34 of of IN cord-308249-es948mux 225 35 the the DT cord-308249-es948mux 225 36 educational educational JJ cord-308249-es948mux 225 37 system system NN cord-308249-es948mux 225 38 . . . cord-308249-es948mux 226 1 However however RB cord-308249-es948mux 226 2 individual individual JJ cord-308249-es948mux 226 3 achievements achievement NNS cord-308249-es948mux 226 4 are be VBP cord-308249-es948mux 226 5 quite quite RB cord-308249-es948mux 226 6 stable stable JJ cord-308249-es948mux 226 7 and and CC cord-308249-es948mux 226 8 largely largely RB cord-308249-es948mux 226 9 driven drive VBN cord-308249-es948mux 226 10 by by IN cord-308249-es948mux 226 11 heritable heritable JJ cord-308249-es948mux 226 12 factors factor NNS cord-308249-es948mux 226 13 [ [ -LRB- cord-308249-es948mux 226 14 45 45 CD cord-308249-es948mux 226 15 ] ] -RRB- cord-308249-es948mux 226 16 which which WDT cord-308249-es948mux 226 17 make make VBP cord-308249-es948mux 226 18 interventions intervention NNS cord-308249-es948mux 226 19 aimed aim VBN cord-308249-es948mux 226 20 at at IN cord-308249-es948mux 226 21 the the DT cord-308249-es948mux 226 22 academic academic JJ cord-308249-es948mux 226 23 performance performance NN cord-308249-es948mux 226 24 growth growth NN cord-308249-es948mux 226 25 highly highly RB cord-308249-es948mux 226 26 complex complex JJ cord-308249-es948mux 226 27 and and CC cord-308249-es948mux 226 28 difficult difficult JJ cord-308249-es948mux 226 29 to to TO cord-308249-es948mux 226 30 implement implement VB cord-308249-es948mux 226 31 . . . cord-308249-es948mux 227 1 One one CD cord-308249-es948mux 227 2 of of IN cord-308249-es948mux 227 3 the the DT cord-308249-es948mux 227 4 possible possible JJ cord-308249-es948mux 227 5 mechanisms mechanism NNS cord-308249-es948mux 227 6 of of IN cord-308249-es948mux 227 7 performance performance NN cord-308249-es948mux 227 8 increase increase NN cord-308249-es948mux 227 9 is be VBZ cord-308249-es948mux 227 10 social social JJ cord-308249-es948mux 227 11 influence influence NN cord-308249-es948mux 227 12 , , , cord-308249-es948mux 227 13 as as IN cord-308249-es948mux 227 14 we -PRON- PRP cord-308249-es948mux 227 15 show show VBP cord-308249-es948mux 227 16 in in IN cord-308249-es948mux 227 17 this this DT cord-308249-es948mux 227 18 paper paper NN cord-308249-es948mux 227 19 . . . cord-308249-es948mux 228 1 Teachers teacher NNS cord-308249-es948mux 228 2 can can MD cord-308249-es948mux 228 3 pay pay VB cord-308249-es948mux 228 4 additional additional JJ cord-308249-es948mux 228 5 attention attention NN cord-308249-es948mux 228 6 to to IN cord-308249-es948mux 228 7 the the DT cord-308249-es948mux 228 8 development development NN cord-308249-es948mux 228 9 of of IN cord-308249-es948mux 228 10 informal informal JJ cord-308249-es948mux 228 11 friendship friendship NN cord-308249-es948mux 228 12 relationships relationship NNS cord-308249-es948mux 228 13 between between IN cord-308249-es948mux 228 14 students student NNS cord-308249-es948mux 228 15 with with IN cord-308249-es948mux 228 16 various various JJ cord-308249-es948mux 228 17 performance performance NN cord-308249-es948mux 228 18 levels level NNS cord-308249-es948mux 228 19 during during IN cord-308249-es948mux 228 20 classes class NNS cord-308249-es948mux 228 21 . . . cord-308249-es948mux 229 1 It -PRON- PRP cord-308249-es948mux 229 2 can can MD cord-308249-es948mux 229 3 be be VB cord-308249-es948mux 229 4 reached reach VBN cord-308249-es948mux 229 5 by by IN cord-308249-es948mux 229 6 group group NN cord-308249-es948mux 229 7 work work NN cord-308249-es948mux 229 8 assignments assignment NNS cord-308249-es948mux 229 9 , , , cord-308249-es948mux 229 10 in in IN cord-308249-es948mux 229 11 which which WDT cord-308249-es948mux 229 12 group group NN cord-308249-es948mux 229 13 membership membership NN cord-308249-es948mux 229 14 is be VBZ cord-308249-es948mux 229 15 defined define VBN cord-308249-es948mux 229 16 by by IN cord-308249-es948mux 229 17 the the DT cord-308249-es948mux 229 18 teachers teacher NNS cord-308249-es948mux 229 19 and and CC cord-308249-es948mux 229 20 is be VBZ cord-308249-es948mux 229 21 not not RB cord-308249-es948mux 229 22 based base VBN cord-308249-es948mux 229 23 on on IN cord-308249-es948mux 229 24 the the DT cord-308249-es948mux 229 25 personal personal JJ cord-308249-es948mux 229 26 preferences preference NNS cord-308249-es948mux 229 27 of of IN cord-308249-es948mux 229 28 students student NNS cord-308249-es948mux 229 29 . . . cord-308249-es948mux 230 1 Long long JJ cord-308249-es948mux 230 2 - - HYPH cord-308249-es948mux 230 3 term term NN cord-308249-es948mux 230 4 group group NN cord-308249-es948mux 230 5 assignments assignment NNS cord-308249-es948mux 230 6 such such JJ cord-308249-es948mux 230 7 as as IN cord-308249-es948mux 230 8 working work VBG cord-308249-es948mux 230 9 on on IN cord-308249-es948mux 230 10 a a DT cord-308249-es948mux 230 11 research research NN cord-308249-es948mux 230 12 project project NN cord-308249-es948mux 230 13 together together RB cord-308249-es948mux 230 14 can can MD cord-308249-es948mux 230 15 stimulate stimulate VB cord-308249-es948mux 230 16 students student NNS cord-308249-es948mux 230 17 from from IN cord-308249-es948mux 230 18 different different JJ cord-308249-es948mux 230 19 achievement achievement NN cord-308249-es948mux 230 20 groups group NNS cord-308249-es948mux 230 21 to to TO cord-308249-es948mux 230 22 develop develop VB cord-308249-es948mux 230 23 friendship friendship NN cord-308249-es948mux 230 24 ties tie NNS cord-308249-es948mux 230 25 with with IN cord-308249-es948mux 230 26 each each DT cord-308249-es948mux 230 27 other other JJ cord-308249-es948mux 230 28 . . . cord-308249-es948mux 231 1 The the DT cord-308249-es948mux 231 2 creation creation NN cord-308249-es948mux 231 3 of of IN cord-308249-es948mux 231 4 recreation recreation NN cord-308249-es948mux 231 5 and and CC cord-308249-es948mux 231 6 open open JJ cord-308249-es948mux 231 7 spaces space NNS cord-308249-es948mux 231 8 within within IN cord-308249-es948mux 231 9 the the DT cord-308249-es948mux 231 10 university university NN cord-308249-es948mux 231 11 building building NN cord-308249-es948mux 231 12 can can MD cord-308249-es948mux 231 13 also also RB cord-308249-es948mux 231 14 give give VB cord-308249-es948mux 231 15 additional additional JJ cord-308249-es948mux 231 16 options option NNS cord-308249-es948mux 231 17 for for IN cord-308249-es948mux 231 18 students student NNS cord-308249-es948mux 231 19 with with IN cord-308249-es948mux 231 20 distinct distinct JJ cord-308249-es948mux 231 21 performance performance NN cord-308249-es948mux 231 22 to to TO cord-308249-es948mux 231 23 meet meet VB cord-308249-es948mux 231 24 , , , cord-308249-es948mux 231 25 interact interact VB cord-308249-es948mux 231 26 , , , cord-308249-es948mux 231 27 and and CC cord-308249-es948mux 231 28 form form VB cord-308249-es948mux 231 29 friendship friendship NN cord-308249-es948mux 231 30 ties tie NNS cord-308249-es948mux 231 31 . . . cord-308249-es948mux 232 1 The the DT cord-308249-es948mux 232 2 combination combination NN cord-308249-es948mux 232 3 of of IN cord-308249-es948mux 232 4 these these DT cord-308249-es948mux 232 5 actions action NNS cord-308249-es948mux 232 6 would would MD cord-308249-es948mux 232 7 help help VB cord-308249-es948mux 232 8 students student NNS cord-308249-es948mux 232 9 to to TO cord-308249-es948mux 232 10 build build VB cord-308249-es948mux 232 11 and and CC cord-308249-es948mux 232 12 sustain sustain VB cord-308249-es948mux 232 13 their -PRON- PRP$ cord-308249-es948mux 232 14 informal informal JJ cord-308249-es948mux 232 15 networks network NNS cord-308249-es948mux 232 16 , , , cord-308249-es948mux 232 17 which which WDT cord-308249-es948mux 232 18 , , , cord-308249-es948mux 232 19 in in IN cord-308249-es948mux 232 20 turn turn NN cord-308249-es948mux 232 21 , , , cord-308249-es948mux 232 22 serve serve VB cord-308249-es948mux 232 23 as as IN cord-308249-es948mux 232 24 key key JJ cord-308249-es948mux 232 25 channels channel NNS cord-308249-es948mux 232 26 of of IN cord-308249-es948mux 232 27 the the DT cord-308249-es948mux 232 28 academic academic JJ cord-308249-es948mux 232 29 performance performance NN cord-308249-es948mux 232 30 diffusion diffusion NN cord-308249-es948mux 232 31 and and CC cord-308249-es948mux 232 32 lead lead VB cord-308249-es948mux 232 33 to to IN cord-308249-es948mux 232 34 a a DT cord-308249-es948mux 232 35 positive positive JJ cord-308249-es948mux 232 36 behavior behavior NN cord-308249-es948mux 232 37 change change NN cord-308249-es948mux 232 38 . . . cord-308249-es948mux 233 1 Supporting support VBG cord-308249-es948mux 233 2 information information NN cord-308249-es948mux 233 3 S1 S1 NNP cord-308249-es948mux 233 4 File File NNP cord-308249-es948mux 233 5 . . . cord-308249-es948mux 234 1 ( ( -LRB- cord-308249-es948mux 234 2 DOCX DOCX NNP cord-308249-es948mux 234 3 ) ) -RRB- cord-308249-es948mux 235 1 Conceptualization conceptualization NN cord-308249-es948mux 235 2 : : : cord-308249-es948mux 235 3 Sofia Sofia NNP cord-308249-es948mux 235 4 Dokuka Dokuka NNP cord-308249-es948mux 235 5 , , , cord-308249-es948mux 235 6 Diliara Diliara NNP cord-308249-es948mux 235 7 Valeeva Valeeva NNP cord-308249-es948mux 235 8 , , , cord-308249-es948mux 235 9 Maria Maria NNP cord-308249-es948mux 235 10 Yudkevich Yudkevich NNP cord-308249-es948mux 235 11 . . . cord-308249-es948mux 236 1 Formal formal JJ cord-308249-es948mux 236 2 analysis analysis NN cord-308249-es948mux 236 3 : : : cord-308249-es948mux 236 4 Sofia Sofia NNP cord-308249-es948mux 236 5 Dokuka Dokuka NNP cord-308249-es948mux 236 6 . . . cord-308249-es948mux 237 1 How how WRB cord-308249-es948mux 237 2 behavior behavior NN cord-308249-es948mux 237 3 spreads spread VBZ cord-308249-es948mux 237 4 : : : cord-308249-es948mux 237 5 The the DT cord-308249-es948mux 237 6 science science NN cord-308249-es948mux 237 7 of of IN cord-308249-es948mux 237 8 complex complex JJ cord-308249-es948mux 237 9 contagions contagion NNS cord-308249-es948mux 237 10 Social social JJ cord-308249-es948mux 237 11 cohesion cohesion NN cord-308249-es948mux 237 12 Social social JJ cord-308249-es948mux 237 13 contagion contagion NN cord-308249-es948mux 237 14 theory theory NN cord-308249-es948mux 237 15 : : : cord-308249-es948mux 237 16 examining examine VBG cord-308249-es948mux 237 17 dynamic dynamic JJ cord-308249-es948mux 237 18 social social JJ cord-308249-es948mux 237 19 networks network NNS cord-308249-es948mux 237 20 and and CC cord-308249-es948mux 237 21 human human JJ cord-308249-es948mux 237 22 behavior behavior NN cord-308249-es948mux 237 23 Network Network NNP cord-308249-es948mux 237 24 Interventions Interventions NNPS cord-308249-es948mux 237 25 . . . cord-308249-es948mux 238 1 Science science NN cord-308249-es948mux 238 2 ( ( -LRB- cord-308249-es948mux 238 3 80 80 CD cord-308249-es948mux 238 4 ) ) -RRB- cord-308249-es948mux 239 1 The the DT cord-308249-es948mux 239 2 Spread spread NN cord-308249-es948mux 239 3 of of IN cord-308249-es948mux 239 4 Obesity obesity NN cord-308249-es948mux 239 5 in in IN cord-308249-es948mux 239 6 a a DT cord-308249-es948mux 239 7 Large large JJ cord-308249-es948mux 239 8 Social Social NNP cord-308249-es948mux 239 9 Network Network NNP cord-308249-es948mux 239 10 over over IN cord-308249-es948mux 239 11 32 32 CD cord-308249-es948mux 239 12 Years year NNS cord-308249-es948mux 239 13 Friendship Friendship NNP cord-308249-es948mux 239 14 as as IN cord-308249-es948mux 239 15 a a DT cord-308249-es948mux 239 16 social social JJ cord-308249-es948mux 239 17 mechanism mechanism NN cord-308249-es948mux 239 18 influencing influence VBG cord-308249-es948mux 239 19 body body NN cord-308249-es948mux 239 20 mass mass NN cord-308249-es948mux 239 21 index index NN cord-308249-es948mux 239 22 ( ( -LRB- cord-308249-es948mux 239 23 BMI BMI NNP cord-308249-es948mux 239 24 ) ) -RRB- cord-308249-es948mux 239 25 among among IN cord-308249-es948mux 239 26 emerging emerge VBG cord-308249-es948mux 239 27 adults adult NNS cord-308249-es948mux 239 28 Dynamics dynamic NNS cord-308249-es948mux 239 29 of of IN cord-308249-es948mux 239 30 adolescent adolescent JJ cord-308249-es948mux 239 31 friendship friendship NN cord-308249-es948mux 239 32 networks network NNS cord-308249-es948mux 239 33 and and CC cord-308249-es948mux 239 34 smoking smoking NN cord-308249-es948mux 239 35 behavior behavior NN cord-308249-es948mux 240 1 Teen teen JJ cord-308249-es948mux 240 2 alcohol alcohol NN cord-308249-es948mux 240 3 use use NN cord-308249-es948mux 240 4 and and CC cord-308249-es948mux 240 5 social social JJ cord-308249-es948mux 240 6 networks network NNS cord-308249-es948mux 240 7 : : : cord-308249-es948mux 241 1 The the DT cord-308249-es948mux 241 2 contributions contribution NNS cord-308249-es948mux 241 3 of of IN cord-308249-es948mux 241 4 friend friend NN cord-308249-es948mux 241 5 influence influence NN cord-308249-es948mux 241 6 and and CC cord-308249-es948mux 241 7 friendship friendship NN cord-308249-es948mux 241 8 selection selection NN cord-308249-es948mux 241 9 Peer Peer NNP cord-308249-es948mux 241 10 Influences Influences NNPS cord-308249-es948mux 241 11 on on IN cord-308249-es948mux 241 12 Moral Moral NNP cord-308249-es948mux 241 13 Disengagement Disengagement NNP cord-308249-es948mux 241 14 in in IN cord-308249-es948mux 241 15 Late Late NNP cord-308249-es948mux 241 16 Childhood Childhood NNP cord-308249-es948mux 241 17 and and CC cord-308249-es948mux 241 18 Early Early NNP cord-308249-es948mux 241 19 Adolescence adolescence NN cord-308249-es948mux 242 1 Ainhoa Ainhoa NNP cord-308249-es948mux 242 2 de de IN cord-308249-es948mux 242 3 F. f. NN cord-308249-es948mux 243 1 Why why WRB cord-308249-es948mux 243 2 and and CC cord-308249-es948mux 243 3 how how WRB cord-308249-es948mux 243 4 selection selection NN cord-308249-es948mux 243 5 patterns pattern NNS cord-308249-es948mux 243 6 in in IN cord-308249-es948mux 243 7 classroom classroom NN cord-308249-es948mux 243 8 networks network NNS cord-308249-es948mux 243 9 differ differ VBP cord-308249-es948mux 243 10 between between IN cord-308249-es948mux 243 11 students student NNS cord-308249-es948mux 243 12 . . . cord-308249-es948mux 244 1 The the DT cord-308249-es948mux 244 2 potential potential JJ cord-308249-es948mux 244 3 influence influence NN cord-308249-es948mux 244 4 of of IN cord-308249-es948mux 244 5 networks network NNS cord-308249-es948mux 244 6 size size NN cord-308249-es948mux 244 7 preferences preference NNS cord-308249-es948mux 244 8 , , , cord-308249-es948mux 244 9 level level NN cord-308249-es948mux 244 10 of of IN cord-308249-es948mux 244 11 information information NN cord-308249-es948mux 244 12 , , , cord-308249-es948mux 244 13 and and CC cord-308249-es948mux 244 14 group group NN cord-308249-es948mux 244 15 membership membership NN cord-308249-es948mux 244 16 Dynamic dynamic JJ cord-308249-es948mux 244 17 spread spread NN cord-308249-es948mux 244 18 of of IN cord-308249-es948mux 244 19 happiness happiness NN cord-308249-es948mux 244 20 in in IN cord-308249-es948mux 244 21 a a DT cord-308249-es948mux 244 22 large large JJ cord-308249-es948mux 244 23 social social JJ cord-308249-es948mux 244 24 network network NN cord-308249-es948mux 244 25 : : : cord-308249-es948mux 245 1 Longitudinal longitudinal JJ cord-308249-es948mux 245 2 analysis analysis NN cord-308249-es948mux 245 3 over over IN cord-308249-es948mux 245 4 20 20 CD cord-308249-es948mux 245 5 years year NNS cord-308249-es948mux 245 6 in in IN cord-308249-es948mux 245 7 the the DT cord-308249-es948mux 245 8 Framingham Framingham NNP cord-308249-es948mux 245 9 Heart Heart NNP cord-308249-es948mux 245 10 Study Study NNP cord-308249-es948mux 245 11 A a DT cord-308249-es948mux 245 12 61-million 61-million CD cord-308249-es948mux 245 13 - - HYPH cord-308249-es948mux 245 14 person person NN cord-308249-es948mux 245 15 experiment experiment NN cord-308249-es948mux 245 16 in in IN cord-308249-es948mux 245 17 social social JJ cord-308249-es948mux 245 18 influence influence NN cord-308249-es948mux 245 19 and and CC cord-308249-es948mux 245 20 political political JJ cord-308249-es948mux 245 21 mobilization mobilization NN cord-308249-es948mux 245 22 Peer Peer NNP cord-308249-es948mux 245 23 Networks Networks NNPS cord-308249-es948mux 245 24 and and CC cord-308249-es948mux 245 25 the the DT cord-308249-es948mux 245 26 Development Development NNP cord-308249-es948mux 245 27 of of IN cord-308249-es948mux 245 28 Illegal Illegal NNP cord-308249-es948mux 245 29 Political political JJ cord-308249-es948mux 245 30 Behavior Behavior NNP cord-308249-es948mux 245 31 Among among IN cord-308249-es948mux 245 32 Adolescents Adolescents NNP cord-308249-es948mux 245 33 Social Social NNP cord-308249-es948mux 245 34 selection selection NN cord-308249-es948mux 245 35 and and CC cord-308249-es948mux 245 36 peer peer NN cord-308249-es948mux 245 37 influence influence NN cord-308249-es948mux 245 38 in in IN cord-308249-es948mux 245 39 an an DT cord-308249-es948mux 245 40 online online JJ cord-308249-es948mux 245 41 social social JJ cord-308249-es948mux 245 42 network network NN cord-308249-es948mux 246 1 Why why WRB cord-308249-es948mux 246 2 are be VBP cord-308249-es948mux 246 3 some some DT cord-308249-es948mux 246 4 more more JJR cord-308249-es948mux 246 5 peer peer NN cord-308249-es948mux 246 6 than than IN cord-308249-es948mux 246 7 others other NNS cord-308249-es948mux 246 8 ? ? . cord-308249-es948mux 247 1 Evidence evidence NN cord-308249-es948mux 247 2 from from IN cord-308249-es948mux 247 3 a a DT cord-308249-es948mux 247 4 longitudinal longitudinal JJ cord-308249-es948mux 247 5 study study NN cord-308249-es948mux 247 6 of of IN cord-308249-es948mux 247 7 social social JJ cord-308249-es948mux 247 8 networks network NNS cord-308249-es948mux 247 9 and and CC cord-308249-es948mux 247 10 individual individual JJ cord-308249-es948mux 247 11 academic academic JJ cord-308249-es948mux 247 12 performance performance NN cord-308249-es948mux 247 13 Academic Academic NNP cord-308249-es948mux 247 14 Achievement Achievement NNP cord-308249-es948mux 247 15 and and CC cord-308249-es948mux 247 16 Its -PRON- PRP$ cord-308249-es948mux 247 17 Impact Impact NNP cord-308249-es948mux 247 18 on on IN cord-308249-es948mux 247 19 Friend Friend NNP cord-308249-es948mux 247 20 Dynamics Dynamics NNP cord-308249-es948mux 247 21 Integration Integration NNP cord-308249-es948mux 247 22 in in IN cord-308249-es948mux 247 23 emerging emerge VBG cord-308249-es948mux 247 24 social social JJ cord-308249-es948mux 247 25 networks network NNS cord-308249-es948mux 247 26 explains explain VBZ cord-308249-es948mux 247 27 academic academic JJ cord-308249-es948mux 247 28 failure failure NN cord-308249-es948mux 247 29 and and CC cord-308249-es948mux 247 30 success success NN cord-308249-es948mux 247 31 Formation Formation NNP cord-308249-es948mux 247 32 of of IN cord-308249-es948mux 247 33 homophily homophily NNP cord-308249-es948mux 247 34 in in IN cord-308249-es948mux 247 35 academic academic JJ cord-308249-es948mux 247 36 performance performance NN cord-308249-es948mux 247 37 : : : cord-308249-es948mux 247 38 Students student NNS cord-308249-es948mux 247 39 change change VBP cord-308249-es948mux 247 40 their -PRON- PRP$ cord-308249-es948mux 247 41 friends friend NNS cord-308249-es948mux 247 42 rather rather RB cord-308249-es948mux 247 43 than than IN cord-308249-es948mux 247 44 performance performance NN cord-308249-es948mux 248 1 The the DT cord-308249-es948mux 248 2 rich rich JJ cord-308249-es948mux 248 3 club club NN cord-308249-es948mux 248 4 phenomenon phenomenon NN cord-308249-es948mux 248 5 in in IN cord-308249-es948mux 248 6 the the DT cord-308249-es948mux 248 7 classroom classroom NN cord-308249-es948mux 248 8 Complex Complex NNP cord-308249-es948mux 248 9 Contagions Contagions NNPS cord-308249-es948mux 248 10 : : : cord-308249-es948mux 248 11 A a DT cord-308249-es948mux 248 12 Decade decade NN cord-308249-es948mux 248 13 in in IN cord-308249-es948mux 248 14 Review Review NNP cord-308249-es948mux 248 15 . . . cord-308249-es948mux 249 1 In in IN cord-308249-es948mux 249 2 : : : cord-308249-es948mux 249 3 Complex complex JJ cord-308249-es948mux 249 4 spreading spread VBG cord-308249-es948mux 249 5 phenomena phenomenon NNS cord-308249-es948mux 249 6 in in IN cord-308249-es948mux 249 7 social social JJ cord-308249-es948mux 249 8 systems system NNS cord-308249-es948mux 249 9 Equality Equality NNP cord-308249-es948mux 249 10 of of IN cord-308249-es948mux 249 11 educational educational JJ cord-308249-es948mux 249 12 opportunity opportunity NN cord-308249-es948mux 249 13 US US NNP cord-308249-es948mux 249 14 Department Department NNP cord-308249-es948mux 249 15 of of IN cord-308249-es948mux 249 16 Health Health NNP cord-308249-es948mux 249 17 , , , cord-308249-es948mux 249 18 Education Education NNP cord-308249-es948mux 249 19 , , , cord-308249-es948mux 249 20 and and CC cord-308249-es948mux 249 21 Welfare Welfare NNP cord-308249-es948mux 249 22 , , , cord-308249-es948mux 249 23 Office Office NNP cord-308249-es948mux 249 24 of of IN cord-308249-es948mux 249 25 Education Education NNP cord-308249-es948mux 249 26 Changing change VBG cord-308249-es948mux 249 27 Friend Friend NNP cord-308249-es948mux 249 28 Selection Selection NNP cord-308249-es948mux 249 29 in in IN cord-308249-es948mux 249 30 Middle Middle NNP cord-308249-es948mux 249 31 School School NNP cord-308249-es948mux 249 32 : : : cord-308249-es948mux 249 33 A a DT cord-308249-es948mux 249 34 Social Social NNP cord-308249-es948mux 249 35 Network Network NNP cord-308249-es948mux 249 36 Analysis Analysis NNP cord-308249-es948mux 249 37 of of IN cord-308249-es948mux 249 38 a a DT cord-308249-es948mux 249 39 Randomized Randomized NNP cord-308249-es948mux 249 40 Intervention Intervention NNP cord-308249-es948mux 249 41 Study Study NNP cord-308249-es948mux 249 42 Designed design VBN cord-308249-es948mux 249 43 to to IN cord-308249-es948mux 249 44 Prevent Prevent NNP cord-308249-es948mux 249 45 Adolescent Adolescent NNP cord-308249-es948mux 249 46 Problem Problem NNP cord-308249-es948mux 249 47 Behavior Behavior NNP cord-308249-es948mux 250 1 It -PRON- PRP cord-308249-es948mux 250 2 's be VBZ cord-308249-es948mux 250 3 not not RB cord-308249-es948mux 250 4 your -PRON- PRP$ cord-308249-es948mux 250 5 peers peer NNS cord-308249-es948mux 250 6 , , , cord-308249-es948mux 250 7 and and CC cord-308249-es948mux 250 8 it -PRON- PRP cord-308249-es948mux 250 9 's be VBZ cord-308249-es948mux 250 10 not not RB cord-308249-es948mux 250 11 your -PRON- PRP$ cord-308249-es948mux 250 12 friends friend NNS cord-308249-es948mux 250 13 : : : cord-308249-es948mux 251 1 Some some DT cord-308249-es948mux 251 2 progress progress NN cord-308249-es948mux 251 3 toward toward IN cord-308249-es948mux 251 4 understanding understand VBG cord-308249-es948mux 251 5 the the DT cord-308249-es948mux 251 6 educational educational JJ cord-308249-es948mux 251 7 peer peer NN cord-308249-es948mux 251 8 effect effect NN cord-308249-es948mux 251 9 mechanism mechanism NN cord-308249-es948mux 251 10 Norms norm NNS cord-308249-es948mux 251 11 , , , cord-308249-es948mux 251 12 status status NN cord-308249-es948mux 251 13 and and CC cord-308249-es948mux 251 14 the the DT cord-308249-es948mux 251 15 dynamics dynamic NNS cord-308249-es948mux 251 16 of of IN cord-308249-es948mux 251 17 advice advice NN cord-308249-es948mux 251 18 networks network NNS cord-308249-es948mux 252 1 : : : cord-308249-es948mux 252 2 A a DT cord-308249-es948mux 252 3 case case NN cord-308249-es948mux 252 4 study study NN cord-308249-es948mux 252 5 Introduction introduction NN cord-308249-es948mux 252 6 to to IN cord-308249-es948mux 252 7 stochastic stochastic JJ cord-308249-es948mux 252 8 actor actor NN cord-308249-es948mux 252 9 - - HYPH cord-308249-es948mux 252 10 based base VBN cord-308249-es948mux 252 11 models model NNS cord-308249-es948mux 252 12 for for IN cord-308249-es948mux 252 13 network network NN cord-308249-es948mux 252 14 dynamics dynamic NNS cord-308249-es948mux 253 1 The the DT cord-308249-es948mux 253 2 social social JJ cord-308249-es948mux 253 3 origins origin NNS cord-308249-es948mux 253 4 of of IN cord-308249-es948mux 253 5 networks network NNS cord-308249-es948mux 253 6 and and CC cord-308249-es948mux 253 7 diffusion diffusion NN cord-308249-es948mux 254 1 The the DT cord-308249-es948mux 254 2 spread spread NN cord-308249-es948mux 254 3 of of IN cord-308249-es948mux 254 4 behavior behavior NN cord-308249-es948mux 254 5 in in IN cord-308249-es948mux 254 6 an an DT cord-308249-es948mux 254 7 online online JJ cord-308249-es948mux 254 8 social social JJ cord-308249-es948mux 254 9 network network NN cord-308249-es948mux 254 10 experiment experiment NN cord-308249-es948mux 254 11 . . . cord-308249-es948mux 255 1 Science science NN cord-308249-es948mux 255 2 ( ( -LRB- cord-308249-es948mux 255 3 80- 80- CD cord-308249-es948mux 255 4 ) ) -RRB- cord-308249-es948mux 256 1 Anomalous anomalous JJ cord-308249-es948mux 256 2 structure structure NN cord-308249-es948mux 256 3 and and CC cord-308249-es948mux 256 4 dynamics dynamic NNS cord-308249-es948mux 256 5 in in IN cord-308249-es948mux 256 6 news news NN cord-308249-es948mux 256 7 diffusion diffusion NN cord-308249-es948mux 256 8 among among IN cord-308249-es948mux 256 9 heterogeneous heterogeneous JJ cord-308249-es948mux 256 10 individuals individual NNS cord-308249-es948mux 256 11 Threshold Threshold NNP cord-308249-es948mux 256 12 Models model NNS cord-308249-es948mux 256 13 of of IN cord-308249-es948mux 256 14 Collective Collective NNP cord-308249-es948mux 256 15 Behavior Behavior NNP cord-308249-es948mux 256 16 Complex Complex NNP cord-308249-es948mux 256 17 Contagions Contagions NNPS cord-308249-es948mux 256 18 and and CC cord-308249-es948mux 256 19 the the DT cord-308249-es948mux 256 20 Weakness Weakness NNP cord-308249-es948mux 256 21 of of IN cord-308249-es948mux 256 22 Long Long NNP cord-308249-es948mux 256 23 Ties tie NNS cord-308249-es948mux 257 1 The the DT cord-308249-es948mux 257 2 Strenght Strenght NNP cord-308249-es948mux 257 3 of of IN cord-308249-es948mux 257 4 Weak Weak NNP cord-308249-es948mux 257 5 Ties Ties NNPS cord-308249-es948mux 257 6 Peer Peer NNP cord-308249-es948mux 257 7 effects effect NNS cord-308249-es948mux 257 8 with with IN cord-308249-es948mux 257 9 random random JJ cord-308249-es948mux 257 10 assignment assignment NN cord-308249-es948mux 257 11 : : : cord-308249-es948mux 257 12 Results result NNS cord-308249-es948mux 257 13 for for IN cord-308249-es948mux 257 14 Dartmouth Dartmouth NNP cord-308249-es948mux 257 15 roommates roommate NNS cord-308249-es948mux 257 16 Peer Peer NNP cord-308249-es948mux 257 17 effects effect NNS cord-308249-es948mux 257 18 in in IN cord-308249-es948mux 257 19 academic academic JJ cord-308249-es948mux 257 20 outcomes outcome NNS cord-308249-es948mux 257 21 : : : cord-308249-es948mux 257 22 evidence evidence NN cord-308249-es948mux 257 23 from from IN cord-308249-es948mux 257 24 a a DT cord-308249-es948mux 257 25 natural natural JJ cord-308249-es948mux 257 26 experiment experiment NN cord-308249-es948mux 258 1 Does do VBZ cord-308249-es948mux 258 2 your -PRON- PRP$ cord-308249-es948mux 258 3 cohort cohort NN cord-308249-es948mux 258 4 matter matter NN cord-308249-es948mux 258 5 ? ? . cord-308249-es948mux 259 1 Measuring measure VBG cord-308249-es948mux 259 2 peer peer NN cord-308249-es948mux 259 3 effects effect NNS cord-308249-es948mux 259 4 in in IN cord-308249-es948mux 259 5 college college NN cord-308249-es948mux 259 6 achievement achievement NN cord-308249-es948mux 260 1 Parental parental JJ cord-308249-es948mux 260 2 and and CC cord-308249-es948mux 260 3 peer peer VBP cord-308249-es948mux 260 4 influences influence NNS cord-308249-es948mux 260 5 on on IN cord-308249-es948mux 260 6 adolescents adolescent NNS cord-308249-es948mux 260 7 ' ' POS cord-308249-es948mux 260 8 educational educational JJ cord-308249-es948mux 260 9 plans plan NNS cord-308249-es948mux 261 1 : : : cord-308249-es948mux 261 2 Some some DT cord-308249-es948mux 261 3 further further JJ cord-308249-es948mux 261 4 evidence evidence NN cord-308249-es948mux 262 1 The the DT cord-308249-es948mux 262 2 Effects effect NNS cord-308249-es948mux 262 3 of of IN cord-308249-es948mux 262 4 Sex Sex NNP cord-308249-es948mux 262 5 , , , cord-308249-es948mux 262 6 Race race NN cord-308249-es948mux 262 7 , , , cord-308249-es948mux 262 8 and and CC cord-308249-es948mux 262 9 Achievement Achievement NNP cord-308249-es948mux 262 10 on on IN cord-308249-es948mux 262 11 Schoolchildren Schoolchildren NNP cord-308249-es948mux 262 12 ' ' POS cord-308249-es948mux 262 13 s s POS cord-308249-es948mux 262 14 Friendships Friendships NNP cord-308249-es948mux 262 15 Students Students NNP cord-308249-es948mux 262 16 ' ' POS cord-308249-es948mux 262 17 characteristics characteristic NNS cord-308249-es948mux 262 18 and and CC cord-308249-es948mux 262 19 the the DT cord-308249-es948mux 262 20 peer peer NN cord-308249-es948mux 262 21 - - HYPH cord-308249-es948mux 262 22 influence influence NN cord-308249-es948mux 262 23 process process NN cord-308249-es948mux 262 24 Classroom classroom NN cord-308249-es948mux 262 25 Peer Peer NNP cord-308249-es948mux 262 26 Effects Effects NNPS cord-308249-es948mux 262 27 and and CC cord-308249-es948mux 262 28 Student Student NNP cord-308249-es948mux 262 29 Achievement Achievement NNP cord-308249-es948mux 262 30 A a DT cord-308249-es948mux 262 31 tutorial tutorial NN cord-308249-es948mux 262 32 on on IN cord-308249-es948mux 262 33 methods method NNS cord-308249-es948mux 262 34 for for IN cord-308249-es948mux 262 35 the the DT cord-308249-es948mux 262 36 modeling modeling NN cord-308249-es948mux 262 37 and and CC cord-308249-es948mux 262 38 analysis analysis NN cord-308249-es948mux 262 39 of of IN cord-308249-es948mux 262 40 social social JJ cord-308249-es948mux 262 41 network network NN cord-308249-es948mux 262 42 data data NNP cord-308249-es948mux 262 43 Reciprocity Reciprocity NNP cord-308249-es948mux 262 44 , , , cord-308249-es948mux 262 45 transitivity transitivity NN cord-308249-es948mux 262 46 , , , cord-308249-es948mux 262 47 and and CC cord-308249-es948mux 262 48 the the DT cord-308249-es948mux 262 49 mysterious mysterious JJ cord-308249-es948mux 262 50 three three CD cord-308249-es948mux 262 51 - - HYPH cord-308249-es948mux 262 52 cycle cycle NN cord-308249-es948mux 262 53 . . . cord-308249-es948mux 263 1 Soc Soc NNP cord-308249-es948mux 263 2 Networks Networks NNP cord-308249-es948mux 263 3 Short short JJ cord-308249-es948mux 263 4 - - HYPH cord-308249-es948mux 263 5 term term NN cord-308249-es948mux 263 6 and and CC cord-308249-es948mux 263 7 long long JJ cord-308249-es948mux 263 8 - - HYPH cord-308249-es948mux 263 9 term term NN cord-308249-es948mux 263 10 effects effect NNS cord-308249-es948mux 263 11 of of IN cord-308249-es948mux 263 12 a a DT cord-308249-es948mux 263 13 social social JJ cord-308249-es948mux 263 14 network network NN cord-308249-es948mux 263 15 intervention intervention NN cord-308249-es948mux 263 16 on on IN cord-308249-es948mux 263 17 friendships friendship NNS cord-308249-es948mux 263 18 among among IN cord-308249-es948mux 263 19 university university NN cord-308249-es948mux 263 20 students student NNS cord-308249-es948mux 263 21 Intelligence Intelligence NNP cord-308249-es948mux 263 22 predicts predict VBZ cord-308249-es948mux 263 23 health health NN cord-308249-es948mux 263 24 and and CC cord-308249-es948mux 263 25 longevity longevity NN cord-308249-es948mux 263 26 , , , cord-308249-es948mux 263 27 but but CC cord-308249-es948mux 263 28 why why WRB cord-308249-es948mux 263 29 ? ? . cord-308249-es948mux 264 1 Influence influence NN cord-308249-es948mux 264 2 of of IN cord-308249-es948mux 264 3 sex sex NN cord-308249-es948mux 264 4 and and CC cord-308249-es948mux 264 5 scholastic scholastic JJ cord-308249-es948mux 264 6 performance performance NN cord-308249-es948mux 264 7 on on IN cord-308249-es948mux 264 8 reactions reaction NNS cord-308249-es948mux 264 9 to to IN cord-308249-es948mux 264 10 job job NN cord-308249-es948mux 264 11 applicant applicant NN cord-308249-es948mux 264 12 resumes resume VBZ cord-308249-es948mux 264 13 The the DT cord-308249-es948mux 264 14 stability stability NN cord-308249-es948mux 264 15 of of IN cord-308249-es948mux 264 16 educational educational JJ cord-308249-es948mux 264 17 achievement achievement NN cord-308249-es948mux 264 18 across across IN cord-308249-es948mux 264 19 school school NN cord-308249-es948mux 264 20 years year NNS cord-308249-es948mux 264 21 is be VBZ cord-308249-es948mux 264 22 largely largely RB cord-308249-es948mux 264 23 explained explain VBN cord-308249-es948mux 264 24 by by IN cord-308249-es948mux 264 25 genetic genetic JJ cord-308249-es948mux 264 26 factors factor NNS