IDEAS home Printed from https://ideas.repec.org/a/pal/palcom/v12y2025i1d10.1057_s41599-024-04160-5.html
   My bibliography  Save this article

Key drivers of medical crowdfunding success: a comprehensive analysis of 84,712 projects

Author

Listed:
  • Siyuan Zhang

    (National University of Defense Technology)

  • Qing Zhang

    (National University of Defense Technology)

  • Mengning Wang

    (National University of Defense Technology)

  • Xin Tang

    (Southern University of Science and Technology
    Southern University of Science and Technology)

  • Xin Lu

    (National University of Defense Technology)

  • Wei Huang

    (Southern University of Science and Technology
    Southern University of Science and Technology)

Abstract

Medical crowdfunding, an emerging form of internet-based financing, has seen immense growth globally in recent years, playing a significant role in supporting vulnerable groups to afford medical expense. In China, the insufficiency of medical insurance to cover all medical expenses, coupled with significant urban-rural disparities, leaves certain households, especially those in impoverished regions, unable to bear unforeseen high healthcare costs. Consequently, there arises a need for medical crowdfunding as a supplementary mechanism to the healthcare insurance system. The performance of existing medical crowdfunding projects, as well as the factors affecting the success rate, however, have been largely been overlooked. This study collects a large dataset from one of China’s largest crowdfunding platforms, encompassing 84,712 unique projects, and employs comprehensive analysis on investigating the impact of a variety of factors, including project features and patient characteristics. The results indicate that both project features and patient characteristics significantly affect the performance of medical crowdfunding projects, encompassing aspects like fundraising target amount, patient age, disease type, and geographic location. Notably, donors in China tend to favor projects aiding teenagers, leukemia sufferers, and cancer patients. Additionally, an intriguing observation is that patients in affluent regions are more likely to receive financial support through medical crowdfunding, which reveals the inequity in the geographic distribution of medical crowdfunding. Our research not only contribute to providing a valuable addition to the field of medical crowdfunding, but also provide insightful guidance and practical recommendations for crowdfunding platforms and fundraisers.

Suggested Citation

  • Siyuan Zhang & Qing Zhang & Mengning Wang & Xin Tang & Xin Lu & Wei Huang, 2025. "Key drivers of medical crowdfunding success: a comprehensive analysis of 84,712 projects," Palgrave Communications, Palgrave Macmillan, vol. 12(1), pages 1-17, December.
  • Handle: RePEc:pal:palcom:v:12:y:2025:i:1:d:10.1057_s41599-024-04160-5
    DOI: 10.1057/s41599-024-04160-5
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1057/s41599-024-04160-5
    File Function: Abstract
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1057/s41599-024-04160-5?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Blake Murdoch & Alessandro R Marcon & Daniel Downie & Timothy Caulfield, 2019. "Media portrayal of illness-related medical crowdfunding: A content analysis of newspaper articles in the United States and Canada," PLOS ONE, Public Library of Science, vol. 14(4), pages 1-12, April.
    2. Zhengwei Huang & Jing Ouyang & Xiaohong Huang & Yanni Yang & Ling Lin, 2021. "Explaining Donation Behavior in Medical Crowdfunding in Social Media," SAGE Open, , vol. 11(2), pages 21582440211, April.
    3. Xin Tang & Haibing Lu & Wei Huang & Shulin Liu, 2023. "Investment decisions and pricing strategies of crowdfunding players: In a two-sided crowdfunding market," Electronic Commerce Research, Springer, vol. 23(2), pages 1209-1240, June.
    4. Sirine Zribi, 2022. "Effects of social influence on crowdfunding performance: implications of the covid-19 pandemic," Palgrave Communications, Palgrave Macmillan, vol. 9(1), pages 1-8, December.
    5. Hasnan Baber & Riri Kusumarani & Hongwei (Chris) Yang, 2022. "U.S. Election 2020: Intentions to Participate in Political Crowdfunding during COVID-19 Pandemic," Administrative Sciences, MDPI, vol. 12(3), pages 1-22, July.
    6. Mollick, Ethan, 2014. "The dynamics of crowdfunding: An exploratory study," Journal of Business Venturing, Elsevier, vol. 29(1), pages 1-16.
    7. Jorge Mejia & Gloria Urrea & Alfonso J. Pedraza‐Martinez, 2019. "Operational Transparency on Crowdfunding Platforms: Effect on Donations for Emergency Response," Production and Operations Management, Production and Operations Management Society, vol. 28(7), pages 1773-1791, July.
    8. Lingfei Deng & Qiang Ye & DaPeng Xu & Wenjun Sun & Guangxin Jiang, 2022. "A literature review and integrated framework for the determinants of crowdfunding success," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 8(1), pages 1-70, December.
    9. Alex Kindler & Michael Golosovsky & Sorin Solomon, 2019. "Early prediction of the outcome of Kickstarter campaigns: is the success due to virality?," Palgrave Communications, Palgrave Macmillan, vol. 5(1), pages 1-6, December.
    10. Chang Heon Lee & J. Leon Zhao & Ghazwan Hassna, 2016. "Government-incentivized crowdfunding for one-belt, one-road enterprises: design and research issues," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 2(1), pages 1-14, December.
    11. 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.
    12. 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.
    Full references (including those not matched with items on IDEAS)

    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. 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.
    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. Baozhou Lu & Tailai Xu & Weiguo Fan, 2024. "How do emotions affect giving? Examining the effects of textual and facial emotions in charitable crowdfunding," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 10(1), pages 1-44, December.
    4. Vijaya & Ajit Yadav & Himendu Prakash Mathur, 2024. "Reconnoitering antecedents of donation intention in donation crowdfunding campaigns: a mediating role of crowdfunding readiness," International Review on Public and Nonprofit Marketing, Springer;International Association of Public and Non-Profit Marketing, vol. 21(1), pages 229-254, March.
    5. Junjuan Du, 2023. "Rational or Impulsive? Early Backers’ Investment Behavior in Agri-Food Crowdfunding from 4P–4C Perspectives," SAGE Open, , vol. 13(3), pages 21582440231, August.
    6. 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).
    7. Tang, Xiaobo & Yao, Xingyuan & Dai, Ruyi & Wang, Qian, 2024. "Does green matter for crowdfunding? International evidence," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 92(C).
    8. Renwick, Matthew J. & Mossialos, Elias, 2017. "Crowdfunding our health: Economic risks and benefits," Social Science & Medicine, Elsevier, vol. 191(C), pages 48-56.
    9. 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.
    10. Zhang, Juan & Huang, Jian, 2020. "Deceptive advertising in a crowdfunding market," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 135(C).
    11. Lenny Phulong Mamaro & Athenia Bongani Sibindi, 2022. "Financial Sustainability of African Small-to-Medium Enterprises during the COVID-19 Pandemic: Determinants of Crowdfunding Success," Sustainability, MDPI, vol. 14(23), pages 1-14, November.
    12. Maiolini, Riccardo & Cappa, Francesco & Franco, Stefano & Quaratino, Giovanni Raimondo, 2024. "The impact of sustainable development goals in lending-based prosocial crowdfunding: A topic modeling analysis on the kiva platform," International Review of Financial Analysis, Elsevier, vol. 95(PB).
    13. Cai, Wanxiang & Polzin, Friedemann & Stam, Erik, 2021. "Crowdfunding and social capital: A systematic review using a dynamic perspective," Technological Forecasting and Social Change, Elsevier, vol. 162(C).
    14. Hossain Mokter & Oparaocha Gospel Onyema, 2017. "Crowdfunding: Motives, Definitions, Typology and Ethical Challenges," Entrepreneurship Research Journal, De Gruyter, vol. 7(2), pages 1-14, April.
    15. repec:osf:socarx:8x7d2_v1 is not listed on IDEAS
    16. Dinh, Jeannette Mai & Isaak, Andrew Jay & Yahyaoui, Yasmine, 2024. "Investing for good – Uncovering crowd investors' motivations to participate in sustainability-oriented crowdlending," Technological Forecasting and Social Change, Elsevier, vol. 207(C).
    17. Lenny Phulong Mamaro & Athenia Bongani Sibindi, 2022. "Entrepreneurial Financing in Africa during the COVID-19 Pandemic," JRFM, MDPI, vol. 15(11), pages 1-17, November.
    18. Ye Liu & Ke Zhang & Weili Xue & Ziyu Zhou, 2024. "Crowdfunding innovative but risky new ventures: the importance of less ambiguous tone," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 10(1), pages 1-43, December.
    19. Kanayo Ogwu & Patrick Hickey & Okeoma John-Paul Okeke & Adnan ul Haque & Elias Pimenidis & Eugene Kozlovski, 2022. "An Integrated Online/Offline Social Network-Based Model for Crowdfunding Support in Developing Countries: The Case of Nigeria," Sustainability, MDPI, vol. 14(15), pages 1-21, July.
    20. Yu-Kai Lin & Arun Rai & Yukun Yang, 2022. "Information Control for Creator Brand Management in Subscription-Based Crowdfunding," Information Systems Research, INFORMS, vol. 33(3), pages 846-866, September.
    21. Ivo Blohm & Moritz Schulz & Jan Marco Leimeister, 2024. "Hedonic Signals in Crowdfunding," Business & Information Systems Engineering: The International Journal of WIRTSCHAFTSINFORMATIK, Springer;Gesellschaft für Informatik e.V. (GI), vol. 66(6), pages 757-775, December.

    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:pal:palcom:v:12:y:2025:i:1:d:10.1057_s41599-024-04160-5. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: https://www.nature.com/ .

    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.