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The impact of digital finance on household insurance purchases: evidence from micro data in China

Author

Listed:
  • Xiao Hu

    (Southwestern University of Finance and Economic)

  • Zhengjie Wang

    (Southwestern University of Finance and Economic)

  • Jun Liu

    (International Business School, Beijing Foreign Studies University)

Abstract

Using panel data from the 2013, 2015 and 2017 China Household Finance Survey (CHFS) and the digital finance index developed by Peking University, this study examines the impact of digital finance on household insurance purchases and explores its mechanisms. The results indicate that digital finance can promote household insurance purchases by increasing residents’ financial literacy and their accessibility to internet financial services. A heterogeneity analysis reveals that digital finance has a more positive effect on the insurance purchases of households with fewer assets, lower income and located in less developed and rural areas. Regarding the type of insurance, digital finance enhances the purchase of property and life rather than health insurance. The regression results of household insurance purchases on the three dimensions of digital finance show that the breadth of coverage and depth of usage of digital finance have more significant impacts on household insurance purchases than digitalisation level. Robustness checks with different measures and samples, also addressing potential endogeneity using the instrumental variable approach, show the reliability of our findings.

Suggested Citation

  • 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.
    • Handle: RePEc:pal:gpprii:v:47:y:2022:i:3:d:10.1057_s41288-022-00267-5
    DOI: 10.1057/s41288-022-00267-5
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    1. 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.
    2. 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.
    3. 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.
    4. James R. Baumgardner, 1991. "The Interaction between Forms of Insurance Contract and Types of Technical Change in Medical Care," RAND Journal of Economics, The RAND Corporation, vol. 22(1), pages 36-53, Spring.
    5. Bhattacharya, Jayanta & Goldman, Dana & Sood, Neeraj, 2003. "The link between public and private insurance and HIV-related mortality," Journal of Health Economics, Elsevier, vol. 22(6), pages 1105-1122, November.
    6. 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).
    7. 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.
    8. Berger, Allen N, 2003. "The Economic Effects of Technological Progress: Evidence from the Banking Industry," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 35(2), pages 141-176, April.
    9. Peter Gomber & Jascha-Alexander Koch & Michael Siering, 2017. "Digital Finance and FinTech: current research and future research directions," Journal of Business Economics, Springer, vol. 87(5), pages 537-580, July.
    10. Zhang, Licheng & Wang, Hong & Wang, Lushang & Hsiao, William, 2006. "Social capital and farmer's willingness-to-join a newly established community-based health insurance in rural China," Health Policy, Elsevier, vol. 76(2), pages 233-242, April.
    11. B. Douglas Bernheim & Lorenzo Forni & Jagadeesh Gokhale & Laurence J. Kotlikoff, 2003. "The Mismatch Between Life Insurance Holdings and Financial Vulnerabilities: Evidence from the Health and Retirement Study," American Economic Review, American Economic Association, vol. 93(1), pages 354-365, March.
    12. 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.
    13. Jeffrey R. Brown & Austan Goolsbee, 2002. "Does the Internet Make Markets More Competitive? Evidence from the Life Insurance Industry," Journal of Political Economy, University of Chicago Press, vol. 110(3), pages 481-507, June.
    14. Davidoff, Thomas, 2010. "Home equity commitment and long-term care insurance demand," Journal of Public Economics, Elsevier, vol. 94(1-2), pages 44-49, February.
    15. Donghui Li & Fariborz Moshirian & Pascal Nguyen & Timothy Wee, 2007. "The Demand for Life Insurance in OECD Countries," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 74(3), pages 637-652, September.
    16. James R. Garven, 2002. "On the Implications of the Internet for Insurance Markets and Institutions," Risk Management and Insurance Review, American Risk and Insurance Association, vol. 5(2), pages 105-116, September.
    17. Andre P. Liebenberg & James M. Carson & Randy E. Dumm, 2012. "A Dynamic Analysis of the Demand for Life Insurance," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 79(3), pages 619-644, September.
    18. 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.
    19. 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.
    20. Wang, Hongyang & Zhang, Dayong & Guariglia, Alessandra & Fan, Gang-Zhi, 2021. "‘Growing out of the growing pain’: Financial literacy and life insurance demand in China," Pacific-Basin Finance Journal, Elsevier, vol. 66(C).
    21. 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.
    22. 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.
    23. Antoine Bommier & François Grand, 2014. "Too risk averse to purchase insurance?," Journal of Risk and Uncertainty, Springer, vol. 48(2), pages 135-166, April.
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    Cited by:

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    6. Sheng Xu & Jingwen Wang, 2023. "The Impact of Digital Financial Inclusion on the Level of Agricultural Output," Sustainability, MDPI, vol. 15(5), pages 1-17, February.

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