scholarly journals Early Crowdfunding Response to the COVID-19 Pandemic: Cross-sectional Study (Preprint)

2020 ◽  
Author(s):  
Sameh Nagui Saleh ◽  
Christoph U Lehmann ◽  
Richard J Medford
Keyword(s):  
United States ◽  
Language Processing ◽  
Early Stage ◽  
Affective Response ◽  
The United States ◽  
Cross Sectional Study ◽  
Cross Sectional ◽  
Web Based ◽  
Early Signal ◽  
Acute Distress

BACKGROUND As the number of COVID-19 cases increased precipitously in the United States, policy makers and health officials marshalled their pandemic responses. As the economic impacts multiplied, anecdotal reports noted the increased use of web-based crowdfunding to defray these costs. OBJECTIVE We examined the web-based crowdfunding response in the early stage of the COVID-19 pandemic in the United States to understand the incidence of initiation of COVID-19–related campaigns and compare them to non–COVID-19–related campaigns. METHODS On May 16, 2020, we extracted all available data available on US campaigns that contained narratives and were created between January 1 and May 10, 2020, on GoFundMe. We identified the subset of COVID-19–related campaigns using keywords relevant to the COVID-19 pandemic. We explored the incidence of COVID-19–related campaigns by geography, by category, and over time, and we compared the characteristics of the campaigns to those of non–COVID-19–related campaigns after March 11, when the pandemic was declared. We then used a natural language processing algorithm to cluster campaigns by narrative content using overlapping keywords. RESULTS We found that there was a substantial increase in overall GoFundMe web-based crowdfunding campaigns in March, largely attributable to COVID-19–related campaigns. However, as the COVID-19 pandemic persisted and progressed, the number of campaigns per COVID-19 case declined more than tenfold across all states. The states with the earliest disease burden had the fewest campaigns per case, indicating a lack of a case-dependent response. COVID-19–related campaigns raised more money, had a longer narrative description, and were more likely to be shared on Facebook than other campaigns in the study period. CONCLUSIONS Web-based crowdfunding appears to be a stopgap for only a minority of campaigners. The novelty of an emergency likely impacts both campaign initiation and crowdfunding success, as it reflects the affective response of a community. Crowdfunding activity likely serves as an early signal for emerging needs and societal sentiment for communities in acute distress that could be used by governments and aid organizations to guide disaster relief and policy.

scholarly journals Early Crowdfunding Response to the COVID-19 Pandemic: Cross-sectional Study

10.2196/25429 ◽  
2021 ◽  
Vol 23 (2) ◽  
pp. e25429
Author(s):  
Sameh Nagui Saleh ◽  
Christoph U Lehmann ◽  
Richard J Medford
Keyword(s):  
United States ◽  
Language Processing ◽  
Early Stage ◽  
Affective Response ◽  
The United States ◽  
Cross Sectional Study ◽  
Cross Sectional ◽  
Web Based ◽  
Early Signal ◽  
Acute Distress

Background As the number of COVID-19 cases increased precipitously in the United States, policy makers and health officials marshalled their pandemic responses. As the economic impacts multiplied, anecdotal reports noted the increased use of web-based crowdfunding to defray these costs. Objective We examined the web-based crowdfunding response in the early stage of the COVID-19 pandemic in the United States to understand the incidence of initiation of COVID-19–related campaigns and compare them to non–COVID-19–related campaigns. Methods On May 16, 2020, we extracted all available data available on US campaigns that contained narratives and were created between January 1 and May 10, 2020, on GoFundMe. We identified the subset of COVID-19–related campaigns using keywords relevant to the COVID-19 pandemic. We explored the incidence of COVID-19–related campaigns by geography, by category, and over time, and we compared the characteristics of the campaigns to those of non–COVID-19–related campaigns after March 11, when the pandemic was declared. We then used a natural language processing algorithm to cluster campaigns by narrative content using overlapping keywords. Results We found that there was a substantial increase in overall GoFundMe web-based crowdfunding campaigns in March, largely attributable to COVID-19–related campaigns. However, as the COVID-19 pandemic persisted and progressed, the number of campaigns per COVID-19 case declined more than tenfold across all states. The states with the earliest disease burden had the fewest campaigns per case, indicating a lack of a case-dependent response. COVID-19–related campaigns raised more money, had a longer narrative description, and were more likely to be shared on Facebook than other campaigns in the study period. Conclusions Web-based crowdfunding appears to be a stopgap for only a minority of campaigners. The novelty of an emergency likely impacts both campaign initiation and crowdfunding success, as it reflects the affective response of a community. Crowdfunding activity likely serves as an early signal for emerging needs and societal sentiment for communities in acute distress that could be used by governments and aid organizations to guide disaster relief and policy.

scholarly journals Racial and Ethnic Differences in COVID-19 Outcomes, Stressors, Fear, and Prevention Behaviors Among US Women: Web-Based Cross-sectional Study (Preprint)

2020 ◽  
Author(s):  
Jamila K Stockman ◽  
Brittany A Wood ◽  
Katherine M Anderson
Keyword(s):  
United States ◽  
Ethnic Differences ◽  
The United States ◽  
Cross Sectional Study ◽  
Sectional Study ◽  
Cross Sectional ◽  
Web Based ◽  
Racial And Ethnic Differences ◽  
Race Ethnicity ◽  
Racial Ethnic

BACKGROUND In the United States, racial and ethnic minorities are disproportionately affected by COVID-19, with persistent social and structural factors contributing to these disparities. At the intersection of race/ethnicity and gender, women of color may be disadvantaged in terms of COVID-19 outcomes due to their role as essential workers, their higher prevalence of pre-existing conditions, their increased stress and anxiety from the loss of wages and caregiving, and domestic violence. OBJECTIVE The purpose of this study is to examine racial and ethnic differences in the prevalence of COVID-19 outcomes, stressors, fear, and prevention behaviors among adult women residing in the United States. METHODS Between May and June 2020, women were recruited into the Capturing Women’s Experiences in Outbreak and Pandemic Environments (COPE) Study, a web-based cross-sectional study, using advertisements on Facebook; 491 eligible women completed a self-administered internet-based cross-sectional survey. Descriptive statistics were used to examine racial and ethnic differences (White; Asian; Native Hawaiian or other Pacific Islander; Black; Hispanic, Latina, or Spanish Origin; American Indian or Alaskan Native; multiracial or some other race, ethnicity, or origin) on COVID-19 outcomes, stressors, fear, and prevention behaviors. RESULTS Among our sample of women, 16% (73/470) reported COVID-19 symptoms, 22% (18/82) were concerned about possible exposure from the people they knew who tested positive for COVID-19, and 51.4% (227/442) knew where to get tested; yet, only 5.8% (27/469) had been tested. Racial/ethnic differences were observed, with racial/ethnic minority women being less likely to know where to get tested. Significant differences in race/ethnicity were observed for select stressors (food insecurity, not enough money, homeschooling children, unable to have a doctor or telemedicine appointment) and prevention behaviors (handwashing with soap, self-isolation if sick, public glove use, not leaving home for any activities). Although no racial/ethnic differences emerged from the Fear of COVID-19 Scale, significant racial/ethnic differences were observed for some of the individual scale items (eg, being afraid of getting COVID-19, sleep loss, and heart racing due to worrying about COVID-19). CONCLUSIONS The low prevalence of COVID-19 testing and knowledge of where to get tested indicate a critical need to expand testing for women in the United States, particularly among racial/ethnic minority women. Although the overall prevalence of engagement in prevention behaviors was high, targeted education and promotion of prevention activities are warranted in communities of color, particularly with consideration for stressors and adverse mental health.

Variability in Pediatric Brain Death Determination Protocols in the United States

Neurology ◽  
2021 ◽  
pp. 10.1212/WNL.0000000000012225
Author(s):  
Conall Francoeur ◽  
Matthew J Weiss ◽  
Jennifer M Macdonald ◽  
Craig Press ◽  
David Matthew Greer ◽  
...  
Keyword(s):  
United States ◽  
Brain Injury ◽  
Organ Procurement ◽  
The United States ◽  
Cross Sectional Study ◽  
Neurologic Examination ◽  
National Guidelines ◽  
Cross Sectional ◽  
Organ Procurement Organizations ◽  
Death By Neurologic Criteria

Objective:To determine the variability in pediatric death by neurologic criteria (DNC) protocols between US pediatric institutions and compared to the 2011 DNC guidelines.Methods:Cross-sectional study of DNC protocols obtained from pediatric institutions in the United States (US) via regional organ procurement organizations. Protocols were evaluated across five domains: general DNC procedures, prerequisites, neurologic examination, apnea testing and ancillary testing. Descriptive statistics compared protocols to each other and the 2011 guidelines.Results:One hundred and thirty protocols were analyzed with 118 dated after publication of the 2011 guidelines. Of those 118 protocols, identification of a mechanism of irreversible brain injury was required in 97%, while 67% required an observation period after acute brain injury before DNC evaluation. Most protocols required guideline-based prerequisites such as exclusion of hypotension (94%), hypothermia (97%), and metabolic derangements (92%). On neurologic examination, 91% required a lack of responsiveness, 93% no response to noxious stimuli, and 99% loss of brainstem reflexes. 84% of protocols required the guideline-recommened two apnea tests. CO2 targets were consistent with guidelines in 64%. Contrary to guidelines, fifteen percent required ancillary testing for all patients and 15% permitted ancillary studies that are not validated in pediatrics.Conclusionsand Relevance: Variability exists between pediatric institutional DNC protocols in all domains of DNC determination, especially with respect to apnea and ancillary testing. Better alignment of DNC protocols with national guidelines may improve the consistency and accuracy of DNC determination.

Examining the Relationship Between Food Insecurity and Academic Performance: Implications for Diversity and Equity in Higher Education

2021 ◽  
pp. 152102512110538
Author(s):  
Heather Mechler ◽  
Kathryn Coakley ◽  
Marygold Walsh-Dilley ◽  
Sarita Cargas
Keyword(s):  
Higher Education ◽  
United States ◽  
Food Insecurity ◽  
Educational Equity ◽  
The United States ◽  
Cross Sectional Study ◽  
Drop Out ◽  
Cross Sectional ◽  
Professional Students ◽  
The Relationship

In recent years, researchers have increasingly focused on the experience of food insecurity among students at higher education institutions. Most of the literature has focused on undergraduates in the eastern and midwestern regions of the United States. This cross-sectional study of undergraduate, graduate, and professional students at a Minority Institution in the southwestern United States is the first of its kind to explore food insecurity among diverse students that also includes data on gender identity and sexual orientation. When holding other factors constant, food-insecure students were far more likely to fail or withdraw from a course or to drop out entirely. We explore the role that higher education can play in ensuring students’ basic needs and implications for educational equity.

scholarly journals The Epidemiology of Adult Tracheostomy in the United States 2002–2017: A Serial Cross-Sectional Study

2021 ◽  
Vol 3 (9) ◽  
pp. e0523
Author(s):  
Maria K. Abril ◽  
David M. Berkowitz ◽  
Yunyun Chen ◽  
Lance A. Waller ◽  
Greg S. Martin ◽  
...  
Keyword(s):  
United States ◽  
The United States ◽  
Cross Sectional Study ◽  
Sectional Study ◽  
Cross Sectional
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