key: cord-0983297-a9ozqmyu
authors: Rajwa, Pawel; Hopen, Philip; Mu, Lin; Paradysz, Andrzej; Wojnarowicz, Jakub; Gross, Cary P.; Leapman, Michael S.
title: Online Crowdfunding Response to Coronavirus Disease 2019
date: 2020-05-27
journal: J Gen Intern Med
DOI: 10.1007/s11606-020-05896-x
sha: 250139c320352408004b8985d3393d25f989ba8f
doc_id: 983297
cord_uid: a9ozqmyu

nan

By early March 2020, the coronavirus disease (COVID-19) pandemic shocked and overwhelmed government and public health organizations across the world. In response, unprecedented isolation and public health measures have been deployed, as well as efforts to mitigate the economic impacts of this crisis. 1, 2 Online crowdfunding, because of its accessibility and outreach, has in recent years become a powerful tool to help finance medical treatment and research. 3 As the world confronts the COVID-19 pandemic, online crowdfunding provides a dynamic opportunity to understand relief needs locally and public responses globally, which may reveal areas for improved coordination and preparedness. This study aims to characterize early fundraising associated with COVID-19 on GoFundMe.com, the largest-by-volume online crowdfunding platform.

We designed and implemented a custom web scraping tool to extract campaign data on GoFundMe.com. The software was constructed in a Python environment using the Selenium (www.selenium.dev) software testing framework and Scrapy (www.scrapy.org) open-source framework in tandem to navigate the website architecture. We extracted data for active campaigns using the keywords relevant to COVID-19 pandemic and characterized campaigns that emerged March 3-20, 2020, the period which coincided with an inflection point in both mortality and incidence outside of China. 4 We compiled the date, time, and origin of identified campaigns. We generated a random sample of 200 campaigns and manually verified the needs articulated relating to the number of donors, goal fundraising amount, country of origin, and language. Among the subset of campaigns dedicated to medical supplies, we further characterized the need for personal protective equipment (PPE), intensive care devices including ventilators, and testing equipment. We compared reported funding needs between campaigns originating in the United States (U.S.) and non-U.S. countries.

We identified 1579 campaigns that were created on GoFundMe.com for the COVID-19 pandemic between March 3 and 20, 2020, with a total fundraising goal of $1,492,988,587. The number of active campaigns rapidly increased with the spread of COVID-19 (Fig. 1) . The median fundraising goals was $10,000 per campaign (interquartile range, $4320-27,000), and the median amount raised by March 20, 2020, was $1642 (interquartile range, $578-5005) per campaign over a median duration of 7 (interquartile range, 4-11) days. In the U.S., most campaigns fundraised for living expenses, lost wages, and food (88.0%), while a minority fundraised for medical supplies (8.7%) or for hospitals and healthcare workers (3.3%) ( Table 1 ). In contrast, non-U.S. campaigns (82.4% directed at Italy) focused on hospitals and healthcare workers (54.6%) or medical supplies (26.9%), while a minority requested funds for living expenses, lost wages, and food (16.7%) or research (1.9%) ( Table 1) .

There was a robust online crowdfunding response to the COVID-19 pandemic, with the pattern of campaigns paralleling the paralleling the awareness and detection of the disease. Although the initial emphasis of U.S. crowdfunding was centered on defraying economic losses, a comparison of campaigns between the U.S. and Europe reveals potential challenges and opportunities that might lay ahead. In the early phase of this pandemic, Italy became the unfortunate bellwether of a disease that outpaced local resources. 5 As COVID-19 mitigation strategies around the world aim to limit exhaustion of healthcare systems, strain on medical services and resources such as protective equipment has already become apparent. Therefore, our findings support greater prospective rather than retrospective urgency for reinforcing healthcare systems given that their collapse may overtake shortterm economic considerations. 6 A limitation of our study was that we extracted campaign data at a single time point and only captured a sample, albeit likely representative, of online crowdfunding campaigns.

Taken together, this study highlights the responsiveness of online crowdfunding during public health emergencies and implies critical opportunities to augment relief efforts, while also providing real-time insights into global sentiment and local priorities. 

WHO. Coronavirus disease 2019 (COVID-19) Situation Report -44 2020

Update: Public Health Response to the Coronavirus Disease 2019 Outbreak -United States

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Novel Coronavirus (COVID-19) Situation Dashboard

Case-Fatality Rate and Characteristics of Patients Dying in Relation to COVID-19 in Italy

Supporting the Health Care Workforce During the COVID-19 Global Epidemic