IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0229760.html
   My bibliography  Save this article

A cross-sectional study of social inequities in medical crowdfunding campaigns in the United States

Author

Listed:
  • Nora Kenworthy
  • Zhihang Dong
  • Anne Montgomery
  • Emily Fuller
  • Lauren Berliner

Abstract

Americans are increasingly relying on crowdfunding to pay for the costs of healthcare. In medical crowdfunding (MCF), online platforms allow individuals to appeal to social networks to request donations for health and medical needs. Users are often told that success depends on how they organize and share their campaigns to increase social network engagement. However, experts have cautioned that MCF could exacerbate health and social disparities by amplifying the choices (and biases) of the crowd and leveraging these to determine who has access to financial support for healthcare. To date, research on potential axes of disparity in MCF, and their impacts on fundraising outcomes, has been limited. To answer these questions, this paper presents an exploratory cross-sectional study of a randomized sample of 637 MCF campaigns on the popular platform GoFundMe, for which the race, gender, age, and relationships of campaigners and campaign recipients were categorized alongside campaign characteristics and outcomes. Using both descriptive and inferential statistics, the analysis examines race, gender, and age disparities in MCF use, and tests how these are associated with differential campaign outcomes. The results show systemic disparities in MCF use and outcomes: people of color (and black women in particular) are under-represented; there is significant evidence of an additional digital care labor burden on women organizers of campaigns; and marginalized race and gender groups are associated with poorer fundraising outcomes. Outcomes are only minimally associated with campaign characteristics under users’ control, such as photos, videos, and updates. These results corroborate widespread concerns with how technology fuels health inequities, and how crowdfunding may be creating an unequal and biased marketplace for those seeking financial support to access healthcare. Further research and better data access are needed to explore these dynamics more deeply and inform policy for this largely unregulated industry.

Suggested Citation

  • Nora Kenworthy & Zhihang Dong & Anne Montgomery & Emily Fuller & Lauren Berliner, 2020. "A cross-sectional study of social inequities in medical crowdfunding campaigns in the United States," PLOS ONE, Public Library of Science, vol. 15(3), pages 1-23, March.
  • Handle: RePEc:plo:pone00:0229760
    DOI: 10.1371/journal.pone.0229760
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0229760
    Download Restriction: no

    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0229760&type=printable
    Download Restriction: no

    File URL: https://libkey.io/10.1371/journal.pone.0229760?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Peter Younkin & Venkat Kuppuswamy, 2018. "The Colorblind Crowd? Founder Race and Performance in Crowdfunding," Management Science, INFORMS, vol. 64(7), pages 3269-3287, July.
    2. Parker, Richard & Aggleton, Peter, 2003. "HIV and AIDS-related stigma and discrimination: a conceptual framework and implications for action," Social Science & Medicine, Elsevier, vol. 57(1), pages 13-24, July.
    3. Gaia Bassani & Nicoletta Marinelli & Silvio Vismara, 2019. "Crowdfunding in healthcare," The Journal of Technology Transfer, Springer, vol. 44(4), pages 1290-1310, August.
    4. Snyder, Jeremy & Mathers, Annalise & Crooks, Valorie A., 2016. "Fund my treatment!: A call for ethics-focused social science research into the use of crowdfunding for medical care," Social Science & Medicine, Elsevier, vol. 169(C), pages 27-30.
    5. Katz, Michael B., 2013. "The Undeserving Poor: America's Enduring Confrontation with Poverty: Fully Updated and Revised," OUP Catalogue, Oxford University Press, number 9780199933952.
    6. Kakar, Venoo & Voelz, Joel & Wu, Julia & Franco, Julisa, 2018. "The Visible Host: Does race guide Airbnb rental rates in San Francisco?," Journal of Housing Economics, Elsevier, vol. 40(C), pages 25-40.
    7. Younkin, Peter & Kuppuswamy, Venkat, 2019. "Discounted: The effect of founder race on the price of new products," Journal of Business Venturing, Elsevier, vol. 34(2), pages 389-412.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Igra, Mark & Kenworthy, Nora & Luchsinger, Cadence & Jung, Jin-Kyu, 2021. "Crowdfunding as a response to COVID-19: Increasing inequities at a time of crisis," Social Science & Medicine, Elsevier, vol. 282(C).
    2. Moysidou, Krystallia & Cohen Chen, Smadar, 2023. "Inducing collective action intentions for healthcare reform through medical crowdfunding framing," Social Science & Medicine, Elsevier, vol. 333(C).
    3. Yalin Wang & Yaokuang Li & Juan Wu & Li Ling & Dan Long, 2023. "Does digitalization sufficiently empower female entrepreneurs? Evidence from their online gender identities and crowdfunding performance," Small Business Economics, Springer, vol. 61(1), pages 325-348, June.
    4. Davis, Aaron Renee & Elbers, Shauna K. & Kenworthy, Nora, 2023. "Racial and gender disparities among highly successful medical crowdfunding campaigns," Social Science & Medicine, Elsevier, vol. 324(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Moysidou, Krystallia & Cohen Chen, Smadar, 2023. "Inducing collective action intentions for healthcare reform through medical crowdfunding framing," Social Science & Medicine, Elsevier, vol. 333(C).
    2. Valentina A. Assenova, 2020. "Early-Stage Venture Incubation and Mentoring Promote Learning, Scaling, and Profitability Among Disadvantaged Entrepreneurs," Organization Science, INFORMS, vol. 31(6), pages 1560-1578, November.
    3. Laura Grassi & Simone Fantaccini, 2022. "An overview of Fintech applications to solve the puzzle of health care funding: state-of-the-art in medical crowdfunding," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 8(1), pages 1-27, December.
    4. Olga Abramova, 2022. "No matter what the name, we’re all the same? Examining ethnic online discrimination in ridesharing marketplaces," Electronic Markets, Springer;IIM University of St. Gallen, vol. 32(3), pages 1419-1446, September.
    5. Juliane Proelss & Denis Schweizer & Tingyu Zhou, 2021. "Economics of philanthropy—evidence from health crowdfunding," Small Business Economics, Springer, vol. 57(2), pages 999-1026, August.
    6. Klein, Nicholas J. & Tran, Minh & Riley, Sarah, 2020. "“Desperately Need a Car”: Analyzing Crowdfunding Campaigns for Car Purchases and Repairs on Gofundme.com," SocArXiv 8x7d2, Center for Open Science.
    7. Aaron H. Anglin & Christopher Courtney & Thomas H. Allison, 2022. "Venturing for Others, Subject to Role Expectations? A Role Congruity Theory Approach to Social Venture Crowd Funding," Entrepreneurship Theory and Practice, , vol. 46(2), pages 421-448, March.
    8. Davis, Aaron Renee & Elbers, Shauna K. & Kenworthy, Nora, 2023. "Racial and gender disparities among highly successful medical crowdfunding campaigns," Social Science & Medicine, Elsevier, vol. 324(C).
    9. Berliner, Lauren S. & Kenworthy, Nora J., 2017. "Producing a worthy illness: Personal crowdfunding amidst financial crisis," Social Science & Medicine, Elsevier, vol. 187(C), pages 233-242.
    10. Jin, Xianzhe & Li, Jingnan & Gao, Jijun, 2022. "Joint effect of linguistic style and ethnicity on entrepreneurial fundraising: Evidence from equity crowdfunding," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 81(C).
    11. Mazanderani, Fadhila & Paparini, Sara, 2015. "The stories we tell: Qualitative research interviews, talking technologies and the ‘normalisation’ of life with HIV," Social Science & Medicine, Elsevier, vol. 131(C), pages 66-73.
    12. Priyanga Gunarathne & Huaxia Rui & Abraham Seidmann, 2022. "Racial Bias in Customer Service: Evidence from Twitter," Information Systems Research, INFORMS, vol. 33(1), pages 43-54, March.
    13. Jörg Prokop & Dandan Wang, 2022. "Is there a gender gap in equity-based crowdfunding?," Small Business Economics, Springer, vol. 59(3), pages 1219-1244, October.
    14. Bruch, Sarah K. & van der Naald, Joseph & Gornick, Janet C., 2022. "Poverty Reduction through Federal and State Policy Mechanisms: Variation Over Time and Across the U.S. States," SocArXiv jz5xp, Center for Open Science.
    15. Chen Zhang & Xiaoming Li & Yu Liu & Shan Qiao & Liying Zhang & Yuejiao Zhou & Zhenzhu Tang & Zhiyong Shen & Yi Chen, 2016. "Stigma against People Living with HIV/AIDS in China: Does the Route of Infection Matter?," PLOS ONE, Public Library of Science, vol. 11(3), pages 1-15, March.
    16. Mia Hakovirta & Johanna Kallio, 2016. "Children’s Perceptions of Poverty," Child Indicators Research, Springer;The International Society of Child Indicators (ISCI), vol. 9(2), pages 317-334, June.
    17. Winskell, Kate & Sabben, Gaëlle, 2016. "Sexual stigma and symbolic violence experienced, enacted, and counteracted in young Africans’ writing about same-sex attraction," Social Science & Medicine, Elsevier, vol. 161(C), pages 143-150.
    18. Ingrid Gould Ellen & Stephen L. Ross, 2018. "Race and the City," Working Papers 2018-022, Human Capital and Economic Opportunity Working Group.
    19. Zahyah H. Alharbi, 2023. "A Sustainable Price Prediction Model for Airbnb Listings Using Machine Learning and Sentiment Analysis," Sustainability, MDPI, vol. 15(17), pages 1-19, September.
    20. Athey, Susan & Karlan, Dean & Palikot, Emil & Yuan, Yuan, 2022. "Smiles in Profiles: Improving Fairness and Efficiency Using Estimates of User Preferences in Online Marketplaces," Research Papers 4071, Stanford University, Graduate School of Business.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:plo:pone00:0229760. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: plosone (email available below). General contact details of provider: https://journals.plos.org/plosone/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.