IDEAS home Printed from https://ideas.repec.org/a/eee/reveco/v95y2024ics1059056024004489.html

The impact of digital economy on household private insurance participation

Author

Listed:
  • Du, Changyu
  • Ouyang, YuChieh
  • Yang, Qinzhe
  • Shi, Zhibo

Abstract

Based on the 2016 and 2018 China Family Panel Studies (CFPS), this article studies the impact of the development of the digital economy on household private insurance participation. It investigated and explored the mechanisms through probit and tobit models. The empirical results suggest that the development of the digital economy can increase household participation in private insurance by improving consumption, financial literacy, and social interaction. Heterogeneity analyses indicate that the digital economy has a greater positive impact on participation in private insurance for households with low incomes, low educational attainment and rural households.

Suggested Citation

  • Du, Changyu & Ouyang, YuChieh & Yang, Qinzhe & Shi, Zhibo, 2024. "The impact of digital economy on household private insurance participation," International Review of Economics & Finance, Elsevier, vol. 95(C).
    • Handle: RePEc:eee:reveco:v:95:y:2024:i:c:s1059056024004489
    DOI: 10.1016/j.iref.2024.103456
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1059056024004489
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.iref.2024.103456?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

    for a different version of it.

    References listed on IDEAS

    as
    1. Xiaomeng Lu & Jiaojiao Guo & Hailing Zhou, 2021. "Digital financial inclusion development, investment diversification, and household extreme portfolio risk," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 61(5), pages 6225-6261, December.
    2. Oliver Falck & Robert Gold & Stephan Heblich, 2014. "E-lections: Voting Behavior and the Internet," American Economic Review, American Economic Association, vol. 104(7), pages 2238-2265, July.
    3. Campbell, John Y. & Mankiw, N. Gregory, 1991. "The response of consumption to income : A cross-country investigation," European Economic Review, Elsevier, vol. 35(4), pages 723-756, May.
    4. Melissa A. Thomasson, 2003. "The Importance of Group Coverage: How Tax Policy Shaped U.S. Health Insurance," American Economic Review, American Economic Association, vol. 93(4), pages 1373-1384, September.
    5. Nina Czernich & Oliver Falck & Tobias Kretschmer & Ludger Woessmann, 2011. "Broadband Infrastructure and Economic Growth," Economic Journal, Royal Economic Society, vol. 121(552), pages 505-532, May.
    6. Elinor Benami & Michael R. Carter, 2021. "Can digital technologies reshape rural microfinance? Implications for savings, credit, & insurance," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 43(4), pages 1196-1220, December.
    7. Wang, Yizi & Li, Lanyi, 2024. "Digital economy, industrial structure upgrading, and residents' consumption: Empirical evidence from prefecture-level cities in China," International Review of Economics & Finance, Elsevier, vol. 92(C), pages 1045-1058.
    8. David M. Cutler & Amy Finkelstein & Kathleen McGarry, 2008. "Preference Heterogeneity and Insurance Markets: Explaining a Puzzle of Insurance," American Economic Review, American Economic Association, vol. 98(2), pages 157-162, May.
    9. Lin, Chaonan & Hsiao, Yu-Jen & Yeh, Cheng-Yung, 2017. "Financial literacy, financial advisors, and information sources on demand for life insurance," Pacific-Basin Finance Journal, Elsevier, vol. 43(C), pages 218-237.
    10. Liang, Pinghan & Guo, Shiqi, 2015. "Social interaction, Internet access and stock market participation—An empirical study in China," Journal of Comparative Economics, Elsevier, vol. 43(4), pages 883-901.
    11. Brian Whitacre & Roberto Gallardo & Sharon Strover, 2014. "Does rural broadband impact jobs and income? Evidence from spatial and first-differenced regressions," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 53(3), pages 649-670, November.
    12. Li, Jie & Wu, Yu & Xiao, Jing Jian, 2020. "The impact of digital finance on household consumption: Evidence from China," Economic Modelling, Elsevier, vol. 86(C), pages 317-326.
    13. Song, Quanyun & Li, Jie & Wu, Yu & Yin, Zhichao, 2020. "Accessibility of financial services and household consumption in China: Evidence from micro data," The North American Journal of Economics and Finance, Elsevier, vol. 53(C).
    14. Christelis, Dimitris & Jappelli, Tullio & Padula, Mario, 2010. "Cognitive abilities and portfolio choice," European Economic Review, Elsevier, vol. 54(1), pages 18-38, January.
    15. William Jack & Tavneet Suri, 2014. "Risk Sharing and Transactions Costs: Evidence from Kenya's Mobile Money Revolution," American Economic Review, American Economic Association, vol. 104(1), pages 183-223, January.
    16. van Rooij, Maarten & Lusardi, Annamaria & Alessie, Rob, 2011. "Financial literacy and stock market participation," Journal of Financial Economics, Elsevier, vol. 101(2), pages 449-472, August.
    17. Sam Allgood & William B. Walstad, 2016. "The Effects Of Perceived And Actual Financial Literacy On Financial Behaviors," Economic Inquiry, Western Economic Association International, vol. 54(1), pages 675-697, January.
    18. Jeffrey R. Brown & Amy Finkelstein, 2008. "The Interaction of Public and Private Insurance: Medicaid and the Long-Term Care Insurance Market," American Economic Review, American Economic Association, vol. 98(3), pages 1083-1102, June.
    19. He, Yuan & Li, Ke & Wang, Yipan, 2022. "Crossing the digital divide: The impact of the digital economy on elderly individuals’ consumption upgrade in China," Technology in Society, Elsevier, vol. 71(C).
    20. Luo, Haohan & Wang, Haijun & Wu, Ying, 2024. "Digital financial inclusion and tourism development," International Review of Economics & Finance, Elsevier, vol. 90(C), pages 207-219.
    21. Xin, Xinyi & Zhang, Anquan & Liu, Lu, 2024. "Study on the influence of Internet finance on urban household savings rate: Evidence from China," International Review of Economics & Finance, Elsevier, vol. 90(C), pages 45-61.
    22. Mark Grinblatt & Matti Keloharju & Juhani Linnainmaa, 2011. "IQ and Stock Market Participation," Journal of Finance, American Finance Association, vol. 66(6), pages 2121-2164, December.
    23. Bogan, Vicki, 2008. "Stock Market Participation and the Internet," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 43(1), pages 191-211, March.
    24. Zhifeng Liu & Wenquan Li & Tingting Zhang, 2022. "Internet and private insurance participation," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 27(1), pages 1495-1509, January.
    25. Arun Sundararajan & Foster Provost & Gal Oestreicher-Singer & Sinan Aral, 2013. "Research Commentary ---Information in Digital, Economic, and Social Networks," Information Systems Research, INFORMS, vol. 24(4), pages 883-905, December.
    26. Guiso, Luigi & Sodini, Paolo, 2013. "Household Finance: An Emerging Field," Handbook of the Economics of Finance, in: G.M. Constantinides & M. Harris & R. M. Stulz (ed.), Handbook of the Economics of Finance, volume 2, chapter 0, pages 1397-1532, Elsevier.
    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. Zeng, Yuan & Yang, Yusen & Wang, Chun & Zou, Jianke, 2025. "Exploring the digital divide–poverty link: Roles of education and family dependency," Finance Research Letters, Elsevier, vol. 85(PC).
    2. Zhang, Shaohua & Sang, Xiance & Yang, Wei & Luo, Xiaofeng, 2025. "Empowering household energy transition: The impact of digital economy on clean energy use in rural China," Energy, Elsevier, vol. 324(C).
    3. Hou, Zenan & Li, Yanyan, 2025. "Mechanisms and pathways for promoting the development of the elderly care industry through the digital economy," International Review of Economics & Finance, Elsevier, vol. 103(C).
    4. Sengupta, Reshmi & Rooj, Debasis, 2025. "E-Wallet adoption and health insurance uptake in India: Evidence from a copula regression analysis," Economic Analysis and Policy, Elsevier, vol. 87(C), pages 2636-2657.

    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. Xiao Hu & Zhengjie Wang & Jun Liu, 2022. "The impact of digital finance on household insurance purchases: evidence from micro data in China," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 47(3), pages 538-568, July.
    2. Zhifeng Liu & Wenquan Li & Tingting Zhang, 2022. "Internet and private insurance participation," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 27(1), pages 1495-1509, January.
    3. Ye Zhang & Jennifer Xu & Dongyu Chen, 2026. "Fintech and household participation in risky financial markets: evidence from China," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 12(1), pages 1-39, December.
    4. Francisco Gomes & Michael Haliassos & Tarun Ramadorai, 2021. "Household Finance," Journal of Economic Literature, American Economic Association, vol. 59(3), pages 919-1000, September.
    5. Zhang, Tingting & Li, Wenquan & Li, Kaixin & Liu, Zhifeng, 2022. "Only words matter? The effects of cognitive abilities on commercial insurance participation," The North American Journal of Economics and Finance, Elsevier, vol. 61(C).
    6. Sengupta, Reshmi & Rooj, Debasis, 2025. "E-Wallet adoption and health insurance uptake in India: Evidence from a copula regression analysis," Economic Analysis and Policy, Elsevier, vol. 87(C), pages 2636-2657.
    7. Dongjing Chen & Xiaotong Guo, 2023. "Impact of the Digital Economy and Financial Development on Residents’ Consumption Upgrading: Evidence from Mainland China," Sustainability, MDPI, vol. 15(10), pages 1-25, May.
    8. Sandra E Black & Paul J Devereux & Petter Lundborg & Kaveh Majlesi, 2018. "Learning to Take Risks? The Effect of Education on Risk-Taking in Financial Markets," Review of Finance, European Finance Association, vol. 22(3), pages 951-975.
    9. Gan, Hongwu & Guo, Mengmeng & Li, Jian & Niu, Geng & Zhou, Yang, 2025. "Air pollution and household stock market participation," Journal of Banking & Finance, Elsevier, vol. 172(C).
    10. Guo, Fusen & Li, Feng & Lu, Xiaomeng, 2024. "Does financial advisors improve portfolio efficiency for individual investors? Evidence from large-scale microdata," International Review of Economics & Finance, Elsevier, vol. 91(C), pages 400-412.
    11. Luc Arrondel, 2020. "Financial literacy and French behaviour on the stock market," Working Papers halshs-02505320, HAL.
    12. Oscar A. Stolper & Andreas Walter, 2017. "Financial literacy, financial advice, and financial behavior," Journal of Business Economics, Springer, vol. 87(5), pages 581-643, July.
    13. Luc Arrondel, 2018. "Financial Literacy and Asset Behaviour: Poor Education and Zero for Conduct?," Comparative Economic Studies, Palgrave Macmillan;Association for Comparative Economic Studies, vol. 60(1), pages 144-160, March.
    14. Kaustia, Markku & Conlin, Andrew & Luotonen, Niilo, 2023. "What drives stock market participation? The role of institutional, traditional, and behavioral factors," Journal of Banking & Finance, Elsevier, vol. 148(C).
    15. Song, Yang & Wu, Weixing & Zhou, Guangsu, 2020. "Inequality of opportunity and household risky asset investment: Evidence from panel data in China," China Economic Review, Elsevier, vol. 63(C).
    16. Zhang, Yan & Wang, Xiaoyang & Zhang, Wenwen, 2025. "The impacts of clan culture on private investment: Financing substitution and human capital accumulation," Journal of Asian Economics, Elsevier, vol. 97(C).
    17. Duraj, Kamila & Grunow, Daniela & Chaliasos, Michael & Laudenbach, Christine & Siegel, Stephan, 2024. "Rethinking the stock market participation puzzle: A qualitative approach," IMFS Working Paper Series 210, Goethe University Frankfurt, Institute for Monetary and Financial Stability (IMFS).
    18. Florian Deuflhard & Dimitris Georgarakos & Roman Inderst, 2019. "Financial Literacy and Savings Account Returns," Journal of the European Economic Association, European Economic Association, vol. 17(1), pages 131-164.
    19. Hans K. Hvide & Tom G. Meling & Magne Mogstad & Ola L. Vestad, 2024. "Broadband Internet and the Stock Market Investments of Individual Investors," Journal of Finance, American Finance Association, vol. 79(3), pages 2163-2194, June.
    20. Brunetti, M. & Ciciretti, R. & Djordjevic, Lj., 2020. "Till mortgage do us part: Mortgage switching costs and household's bank switching," Journal of Banking & Finance, Elsevier, vol. 119(C).

    More about this item

    Keywords

    ;
    ;
    ;

    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:eee:reveco:v:95:y:2024:i:c:s1059056024004489. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/620165 .

    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.