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Digital financial inclusion development, investment diversification, and household extreme portfolio risk

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  • Xiaomeng Lu
  • Jiaojiao Guo
  • Hailing Zhou

Abstract

Most Chinese households are exposed to extreme portfolio risks; the findings show that digital financial inclusion significantly mitigates this phenomenon. Using a panel of nation‐wide data from the China Household Finance Survey, we find digital financial inclusion significantly reduces the probability of households taking extreme portfolio risks by promoting diversification. It also plays a greater role among households with low levels of wealth and financial literacy, located in areas where traditional finance has been slow to develop. These findings suggest that Internet‐based financial products are needed that are better suited to households with low levels of wealth and financial literacy.

Suggested Citation

  • 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.
    • Handle: RePEc:bla:acctfi:v:61:y:2021:i:5:p:6225-6261
    DOI: 10.1111/acfi.12863
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    as
    1. Scott, Susan V. & Van Reenen, John & Zachariadis, Markos, 2017. "The long-term effect of digital innovation on bank performance: An empirical study of SWIFT adoption in financial services," Research Policy, Elsevier, vol. 46(5), pages 984-1004.
    2. Rainer Alt & Roman Beck & Martin T. Smits, 2018. "FinTech and the transformation of the financial industry," Electronic Markets, Springer;IIM University of St. Gallen, vol. 28(3), pages 235-243, August.
    3. Richard Duncombe & Richard Boateng, 2009. "Mobile Phones and Financial Services in Developing Countries: a review of concepts, methods, issues, evidence and future research directions," Third World Quarterly, Taylor & Francis Journals, vol. 30(7), pages 1237-1258.
    4. Alessandro Bucciol & Raffaele Miniaci, 2015. "Household Portfolio Risk," Review of Finance, European Finance Association, vol. 19(2), pages 739-783.
    5. 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.
    6. Luigi Guiso & Tullio Jappelli, 2008. "Financial Literacy and Portfolio Diversification," EIEF Working Papers Series 0812, Einaudi Institute for Economics and Finance (EIEF), revised Oct 2008.
    7. Calvet , Laurent E & Bach , Laurent & Sodini, Paolo, 2015. "Rich Pickings? Risk, Return, and Skill in the Portfolios of the Wealthy," HEC Research Papers Series 1126, HEC Paris.
    8. Laurent E. Calvet & Paolo Sodini, 2014. "Twin Picks: Disentangling the Determinants of Risk-Taking in Household Portfolios," Journal of Finance, American Finance Association, vol. 69(2), pages 867-906, April.
    9. Laurent E. Calvet & John Y. Campbell & Paolo Sodini, 2007. "Down or Out: Assessing the Welfare Costs of Household Investment Mistakes," Journal of Political Economy, University of Chicago Press, vol. 115(5), pages 707-747, October.
    10. Alessandro Bucciol & Raffaele Miniaci, 2011. "Household Portfolios and Implicit Risk Preference," The Review of Economics and Statistics, MIT Press, vol. 93(4), pages 1235-1250, November.
    11. Du, Zaichao & Zhang, Lin, 2015. "Home-purchase restriction, property tax and housing price in China: A counterfactual analysis," Journal of Econometrics, Elsevier, vol. 188(2), pages 558-568.
    12. Hans-Martin Von Gaudecker, 2015. "How Does Household Portfolio Diversification Vary with Financial Literacy and Financial Advice?," Journal of Finance, American Finance Association, vol. 70(2), pages 489-507, April.
    13. Guiso, Luigi & Sapienza, Paola & Zingales, Luigi, 2018. "Time varying risk aversion," Journal of Financial Economics, Elsevier, vol. 128(3), pages 403-421.
    14. Rui Xue & Adrian Gepp & Terry J. O'Neill & Steven Stern & Bruce J. Vanstone, 2019. "Financial literacy amongst elderly Australians," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 59(S1), pages 887-918, April.
    15. Guvenen, Fatih, 2006. "Reconciling conflicting evidence on the elasticity of intertemporal substitution: A macroeconomic perspective," Journal of Monetary Economics, Elsevier, vol. 53(7), pages 1451-1472, October.
    16. Milo Bianchi, 2018. "Financial Literacy and Portfolio Dynamics," Journal of Finance, American Finance Association, vol. 73(2), pages 831-859, April.
    17. Zhou, Weina, 2014. "Brothers, household financial markets and savings rate in China," Journal of Development Economics, Elsevier, vol. 111(C), pages 34-47.
    18. Peterson K. Ozili, 2018. "Impact of digital finance on financial inclusion and stability," Borsa Istanbul Review, Research and Business Development Department, Borsa Istanbul, vol. 18(4), pages 329-340, December.
    19. William N. Goetzmann & Alok Kumar, 2008. "Equity Portfolio Diversification," Review of Finance, European Finance Association, vol. 12(3), pages 433-463.
    20. Yvonne Jie Chen & Zhiwu Chen & Shijun He, 2019. "Social Norms and Household Savings Rates in China," Review of Finance, European Finance Association, vol. 23(5), pages 961-991.
    21. Raslan Alzuabi & Sarah Brown & Alexandros Kontonikas & Alberto Montagnoli, 2020. "Household Portfolios and Monetary Policy," Working Papers 2020001, The University of Sheffield, Department of Economics.
    22. Kabakova, Oksana & Plaksenkov, Evgeny, 2018. "Analysis of factors affecting financial inclusion: Ecosystem view," Journal of Business Research, Elsevier, vol. 89(C), pages 198-205.
    23. Stijn Van Nieuwerburgh & Laura Veldkamp, 2009. "Information Immobility and the Home Bias Puzzle," Journal of Finance, American Finance Association, vol. 64(3), pages 1187-1215, June.
    24. Guiso, Luigi & Jappelli, Tullio & Terlizzese, Daniele, 1996. "Income Risk, Borrowing Constraints, and Portfolio Choice," American Economic Review, American Economic Association, vol. 86(1), pages 158-172, March.
    25. Li Liao & Jing Jian Xiao & Weiqiang Zhang & Congyi Zhou, 2017. "Financial literacy and risky asset holdings: evidence from China," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 57(5), pages 1383-1415, December.
    26. Monica Rosavina & Raden Aswin Rahadi & Mandra Lazuardi Kitri & Shimaditya Nuraeni & Lidia Mayangsari, 2019. "P2P lending adoption by SMEs in Indonesia," Qualitative Research in Financial Markets, Emerald Group Publishing Limited, vol. 11(2), pages 260-279, June.
    27. Jappelli, Tullio & Padula, Mario, 2015. "Investment in financial literacy, social security, and portfolio choice," Journal of Pension Economics and Finance, Cambridge University Press, vol. 14(4), pages 369-411, October.
    28. Ozili, Peterson Kitakogelu, 2018. "Impact of Digital Finance on Financial Inclusion and Stability," MPRA Paper 84771, University Library of Munich, Germany.
    29. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    30. Rui Xue & Adrian Gepp & Terry J. O'Neill & Steven Stern & Bruce J. Vanstone, 2020. "Financial well‐being amongst elderly Australians: the role of consumption patterns and financial literacy," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 60(4), pages 4361-4386, December.
    31. Joao F. Cocco, 2005. "Consumption and Portfolio Choice over the Life Cycle," The Review of Financial Studies, Society for Financial Studies, vol. 18(2), pages 491-533.
    32. Huang, Jialin & Rong, Zhao, 2017. "Housing boom, real estate diversification, and capital structure: Evidence from China," Emerging Markets Review, Elsevier, vol. 32(C), pages 74-95.
    33. Ulrich Kirchner & Caroline Zunckel, 2011. "Measuring Portfolio Diversification," Papers 1102.4722, arXiv.org.
    34. Mihasonirina Andrianaivo & Kangni Kpodar, 2012. "Mobile Phones, Financial Inclusion, and Growth," Review of Economics and Institutions, Università di Perugia, vol. 3(2).
    35. 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.
    36. Bucciol, Alessandro & Zarri, Luca, 2015. "The shadow of the past: Financial risk taking and negative life events," Journal of Economic Psychology, Elsevier, vol. 48(C), pages 1-16.
    37. George M. Korniotis & Alok Kumar, 2011. "Do Behavioral Biases Adversely Affect the Macro-economy?," The Review of Financial Studies, Society for Financial Studies, vol. 24(5), pages 1513-1559.
    38. Xun Zhang & Ying Tan & Zonghui Hu & Chen Wang & Guanghua Wan, 2020. "The Trickle‐down Effect of Fintech Development: From the Perspective of Urbanization," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 28(1), pages 23-40, January.
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    Cited by:

    1. Evgenii Zimin & Maria Semenova, 2022. "Profitability And Bank De-Branching In The Digital Age: Evidence From Russian Regions," HSE Working papers WP BRP 90/FE/2022, National Research University Higher School of Economics.
    2. Ozili, Peterson K, 2022. "Digital financial inclusion," MPRA Paper 113789, University Library of Munich, Germany.
    3. Mohamed Hossameldin Khalifa & Hassan El-Sady & Vasilya Sultanova, 2023. "Does Financial Inclusion Enhance Economic Output? Evidence from North Africa," Academic Journal of Interdisciplinary Studies, Richtmann Publishing Ltd, vol. 12, March.
    4. Yong Bian & Xiqian Wang & Qin Zhang, 2023. "How Does China's Household Portfolio Selection Vary with Financial Inclusion?," Papers 2311.01206, arXiv.org.
    5. Azra Zaimovic & Anes Torlakovic & Almira Arnaut-Berilo & Tarik Zaimovic & Lejla Dedovic & Minela Nuhic Meskovic, 2023. "Mapping Financial Literacy: A Systematic Literature Review of Determinants and Recent Trends," Sustainability, MDPI, vol. 15(12), pages 1-30, June.

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