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Dialect diversity and bank risk: Evidence from China

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  • Pan, Shuang
  • Liu, Yapan
  • Jin, Ming

Abstract

This study utilizes data from 264 regional commercial banks in China from 2007 to 2019 to explore the relationship between risk-taking of commercial banks and the diversity of dialects. Findings show a significant positive correlation between dialect diversity and the non-performing loan ratio of local commercial banks. In addition, the abovementioned positive correlation holds primarily in samples of small assets, low profits, and high deposits but is mitigated in banks with high loans and in regions with strong economic and legal development. Mechanism analysis confirms that dialect diversity also encourages their risk-taking behavior and competition in the credit market, thereby intensifying their proactive risk. Further discussions reveal that banks with a higher proportion of local branches are more affected by dialect diversity, and other cultural diversity indicators represented by ethnic diversity can also affect bank risk.

Suggested Citation

  • Pan, Shuang & Liu, Yapan & Jin, Ming, 2025. "Dialect diversity and bank risk: Evidence from China," Research in International Business and Finance, Elsevier, vol. 75(C).
    • Handle: RePEc:eee:riibaf:v:75:y:2025:i:c:s0275531925000145
    DOI: 10.1016/j.ribaf.2025.102758
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    as
    1. Jin, Ming & Chen, Fanglin & Chen, Zhongfei, 2023. "Cultural barriers in China's corporate loans," Pacific-Basin Finance Journal, Elsevier, vol. 79(C).
    2. Hakenes, Hendrik & Schnabel, Isabel, 2011. "Bank size and risk-taking under Basel II," Journal of Banking & Finance, Elsevier, vol. 35(6), pages 1436-1449, June.
    3. Zhu, Junbing & Grigoriadis, Theocharis N., 2022. "Chinese dialects, culture & economic performance," China Economic Review, Elsevier, vol. 73(C).
    4. Simona Galletta & Sebastiano Mazzù, 2023. "ESG controversies and bank risk taking," Business Strategy and the Environment, Wiley Blackwell, vol. 32(1), pages 274-288, January.
    5. William Easterly & Ross Levine, 1997. "Africa's Growth Tragedy: Policies and Ethnic Divisions," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(4), pages 1203-1250.
    6. Banna, Hasanul & Kabir Hassan, M. & Rashid, Mamunur, 2021. "Fintech-based financial inclusion and bank risk-taking: Evidence from OIC countries," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 75(C).
    7. Huang, Kershen & Shang, Chenguang, 2019. "Leverage, debt maturity, and social capital," Journal of Corporate Finance, Elsevier, vol. 54(C), pages 26-46.
    8. Falck, Oliver & Heblich, Stephan & Lameli, Alfred & Südekum, Jens, 2012. "Dialects, cultural identity, and economic exchange," Journal of Urban Economics, Elsevier, vol. 72(2), pages 225-239.
    9. Berger, Allen N. & Miller, Nathan H. & Petersen, Mitchell A. & Rajan, Raghuram G. & Stein, Jeremy C., 2005. "Does function follow organizational form? Evidence from the lending practices of large and small banks," Journal of Financial Economics, Elsevier, vol. 76(2), pages 237-269, May.
    10. Xiong, Jiacai & Yang, Zelin & Wang, Xin & Chan, Kam C., 2023. "Does dialect diversity affect entrepreneurial activities? Evidence from China," Economic Modelling, Elsevier, vol. 128(C).
    11. Abou-El-Sood, Heba, 2021. "Board gender diversity, power, and bank risk taking," International Review of Financial Analysis, Elsevier, vol. 75(C).
    12. Kanagaretnam, Kiridaran & Lobo, Gerald J. & Wang, Chong & Whalen, Dennis J., 2015. "Religiosity and risk-taking in international banking," Journal of Behavioral and Experimental Finance, Elsevier, vol. 7(C), pages 42-59.
    13. Allen N. Berger & Gregory F. Udell, 2002. "Small Business Credit Availability and Relationship Lending: The Importance of Bank Organisational Structure," Economic Journal, Royal Economic Society, vol. 112(477), pages 32-53, February.
    14. Laeven, Luc & Ratnovski, Lev & Tong, Hui, 2016. "Bank size, capital, and systemic risk: Some international evidence," Journal of Banking & Finance, Elsevier, vol. 69(S1), pages 25-34.
    15. Frijns, Bart & Hubers, Frank & Kim, Donghoon & Roh, Tai-Yong & Xu, Yahua, 2022. "National culture and corporate risk-taking around the world," Global Finance Journal, Elsevier, vol. 52(C).
    16. Raymond Fisman & Daniel Paravisini & Vikrant Vig, 2017. "Cultural Proximity and Loan Outcomes," American Economic Review, American Economic Association, vol. 107(2), pages 457-492, February.
    17. Wei Feng & Yanrui Wu & Yue Fu, 2021. "Dialect Diversity and Foreign Direct Investment in China," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 29(2), pages 49-72, March.
    18. So, Jacky Yuk-chow & Zhang, John Fan, 2022. "The effect of cultural heterogeneity on cash holdings of multinational businesses," Research in International Business and Finance, Elsevier, vol. 61(C).
    19. Maudos, Joaquín, 2017. "Income structure, profitability and risk in the European banking sector: The impact of the crisis," Research in International Business and Finance, Elsevier, vol. 39(PA), pages 85-101.
    20. Pi, Tianlei & Yang, Xiaobing, 2023. "Board culture and bank innovation: Evidence from China," International Review of Economics & Finance, Elsevier, vol. 84(C), pages 732-755.
    21. Jeremy C. Stein, 2002. "Information Production and Capital Allocation: Decentralized versus Hierarchical Firms," Journal of Finance, American Finance Association, vol. 57(5), pages 1891-1921, October.
    22. Rui Wang & Jiangtao Liu & Hang(Robin) Luo, 2021. "Fintech development and bank risk taking in China," The European Journal of Finance, Taylor & Francis Journals, vol. 27(4-5), pages 397-418, March.
    23. Qi, Xiulin & Song, Changxing & Jin, Nuo & Wu, He, 2023. "Does dialect diversity change household credit channel choice?," Finance Research Letters, Elsevier, vol. 57(C).
    24. Liu, Yuyun & Jiao, Yang & Xu, Xianxiang, 2020. "Promoting or preventing labor migration? Revisiting the role of language," China Economic Review, Elsevier, vol. 60(C).
    25. Dayong Zhang & Jing Cai & Jia Liu & Ali M. Kutan, 2018. "Real estate investments and financial stability: evidence from regional commercial banks in China," The European Journal of Finance, Taylor & Francis Journals, vol. 24(16), pages 1388-1408, November.
    26. Lepetit, Laetitia & Nys, Emmanuelle & Rous, Philippe & Tarazi, Amine, 2008. "Bank income structure and risk: An empirical analysis of European banks," Journal of Banking & Finance, Elsevier, vol. 32(8), pages 1452-1467, August.
    27. Kanagaretnam, Kiridaran & Lobo, Gerald J. & Wang, Chong & Whalen, Dennis J., 2019. "Cross-Country Evidence on the Relationship between Societal Trust and Risk-Taking by Banks," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 54(1), pages 275-301, February.
    28. Liu, Kai & Yang, Jidong & Zou, Hongwei, 2020. "Cultural heterogeneity, social policy, and economic growth in China," China Economic Review, Elsevier, vol. 62(C).
    29. Illiashenko, Pavlo & Laidroo, Laivi, 2020. "National culture and bank risk-taking: Contradictory case of individualism," Research in International Business and Finance, Elsevier, vol. 51(C).
    30. Ma, Yong & Yao, Chi, 2022. "Openness, financial structure, and bank risk: International evidence," International Review of Financial Analysis, Elsevier, vol. 81(C).
    31. Roxana Mihet, 2013. "Effects of culture on firm risk-taking: a cross-country and cross-industry analysis," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 37(1), pages 109-151, February.
    32. Ashraf, Badar Nadeem, 2017. "Political institutions and bank risk-taking behavior," Journal of Financial Stability, Elsevier, vol. 29(C), pages 13-35.
    33. Hu, Huiting & Yu, Gangning & Xiong, Xueli & Guo, Lijia & Huang, Jiashun, 2022. "Cultural Diversity and Innovation: An Empirical Study from Dialect," Technology in Society, Elsevier, vol. 69(C).
    34. George A. Akerlof & Rachel E. Kranton, 2000. "Economics and Identity," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 115(3), pages 715-753.
    35. Guoqiang Hu & Jason Zezhong Xiao & Yuhan Zhen, 2022. "The Effect of Dialect Sharing on Corporate Cash Holdings in China," Abacus, Accounting Foundation, University of Sydney, vol. 58(3), pages 393-431, September.
    36. Ashraf, Badar Nadeem & Zheng, Changjun & Jiang, Chonghui & Qian, Ningyu, 2020. "Capital regulation, deposit insurance and bank risk: International evidence from normal and crisis periods," Research in International Business and Finance, Elsevier, vol. 52(C).
    37. Delis, Manthos D. & Kouretas, Georgios P., 2011. "Interest rates and bank risk-taking," Journal of Banking & Finance, Elsevier, vol. 35(4), pages 840-855, April.
    38. Ashraf, Badar Nadeem & Zheng, Changjun & Arshad, Sidra, 2016. "Effects of national culture on bank risk-taking behavior," Research in International Business and Finance, Elsevier, vol. 37(C), pages 309-326.
    39. Guangyong Lei & Wanwan Wang & Junli Yu & Kam C. Chan, 2022. "Cultural Diversity and Corporate Tax Avoidance: Evidence from Chinese Private Enterprises," Journal of Business Ethics, Springer, vol. 176(2), pages 357-379, March.
    40. Cheng, Maoyong & Qu, Yang, 2020. "Does bank FinTech reduce credit risk? Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 63(C).
    41. Si, Xu & Liu, Yulin & Wang, Jun, 2023. "Dialect diversity and labor income share in China," Economic Systems, Elsevier, vol. 47(4).
    42. Zhongfei Chen & Ming Jin & Athanasios Andrikopoulos & Youwei Li, 2022. "Cultural diversity and borrowers’ behavior: evidence from peer-to-peer lending," The European Journal of Finance, Taylor & Francis Journals, vol. 28(17), pages 1745-1769, November.
    43. Ho, Kung-Cheng & Yen, Huang-Ping & Gu, Yan & Shi, Lisi, 2020. "Does societal trust make firms more trustworthy?," Emerging Markets Review, Elsevier, vol. 42(C).
    44. Li, Kai & Griffin, Dale & Yue, Heng & Zhao, Longkai, 2013. "How does culture influence corporate risk-taking?," Journal of Corporate Finance, Elsevier, vol. 23(C), pages 1-22.
    45. Tan, Yong, 2016. "The impacts of risk and competition on bank profitability in China," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 40(C), pages 85-110.
    46. Sullivan, Richard J. & Spong, Kenneth R., 2007. "Manager wealth concentration, ownership structure, and risk in commercial banks," Journal of Financial Intermediation, Elsevier, vol. 16(2), pages 229-248, April.
    47. Mourouzidou-Damtsa, Stella & Milidonis, Andreas & Stathopoulos, Konstantinos, 2019. "National culture and bank risk-taking," Journal of Financial Stability, Elsevier, vol. 40(C), pages 132-143.
    48. Aggarwal, Raj & Goodell, John W., 2014. "Cross-national differences in access to finance: Influence of culture and institutional environments," Research in International Business and Finance, Elsevier, vol. 31(C), pages 193-211.
    49. Talavera, Oleksandr & Yin, Shuxing & Zhang, Mao, 2018. "Age diversity, directors' personal values, and bank performance," International Review of Financial Analysis, Elsevier, vol. 55(C), pages 60-79.
    50. Bian, Wenlong & Ji, Yang & Zhang, Hao, 2019. "Does dialect similarity add value to banks? Evidence from China," Journal of Banking & Finance, Elsevier, vol. 101(C), pages 226-241.
    51. Shen, Zhe & Sowahfio Sowah, Joseph & Li, Shan, 2022. "Societal trust and corporate risk-taking: International evidence," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 76(C).
    52. Jin, Justin Yiqiang & Kanagaretnam, Kiridaran & Lobo, Gerald J. & Mathieu, Robert, 2017. "Social capital and bank stability," Journal of Financial Stability, Elsevier, vol. 32(C), pages 99-114.
    53. Liu, Jacie Jia & Daly, Kevin & Mishra, Anil V., 2022. "Board gender diversity and bank risks: Evidence from Australia," Economic Analysis and Policy, Elsevier, vol. 76(C), pages 1040-1052.
    54. Gao, Haoyu & Ouyang, Yiling & Wang, Yaxin, 2024. "Corporate bond defaults and spillover effects on bank risk: Evidence from city commercial banks in China," Research in International Business and Finance, Elsevier, vol. 69(C).
    55. Nguyen, Quang Thi Thieu & Gan, Christopher & Li, Zhaohua, 2019. "Bank capital regulation: How do Asian banks respond?," Pacific-Basin Finance Journal, Elsevier, vol. 57(C).
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    More about this item

    Keywords

    Dialect diversity; Bank risk; Informal institution;
    All these keywords.

    JEL classification:

    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G29 - Financial Economics - - Financial Institutions and Services - - - Other
    • Z1 - Other Special Topics - - Cultural Economics

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