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Sunshine and bank lending

Author

Listed:
  • Li, Donghui
  • Qi, Xuanchang
  • Sun, Jian
  • Yuan, Chun
  • Zhu, Liyi

Abstract

This study uses a unique proprietary loan-level dataset from a state-owned Chinese commercial bank to examine how sunshine-induced emotions influence loan pricing decisions made by high-level loan officers who would be punished for loan defaults. Our findings reveal that an increased intensity of sunshine at loan officers' workplace can increase loan pricing for borrowers. The result can be explained by the mood channel: sunshine induces a positive mood among loan officers leading to greater risk aversion in their loan pricing decisions, known as the mood maintenance effect. This effect is magnified for firms with high risk, high bank–firm information asymmetry, and in locations characterized by less bank competition. Our main results are still valid after taking into account various robustness issues and endogeneity concerns.

Suggested Citation

  • Li, Donghui & Qi, Xuanchang & Sun, Jian & Yuan, Chun & Zhu, Liyi, 2024. "Sunshine and bank lending," International Review of Financial Analysis, Elsevier, vol. 96(PB).
    • Handle: RePEc:eee:finana:v:96:y:2024:i:pb:s1057521924006100
    DOI: 10.1016/j.irfa.2024.103678
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    as
    1. Cortés, Kristle & Duchin, Ran & Sosyura, Denis, 2016. "Clouded judgment: The role of sentiment in credit origination," Journal of Financial Economics, Elsevier, vol. 121(2), pages 392-413.
    2. Graham, John R. & Li, Si & Qiu, Jiaping, 2008. "Corporate misreporting and bank loan contracting," Journal of Financial Economics, Elsevier, vol. 89(1), pages 44-61, July.
    3. William N. Goetzmann & Dasol Kim & Alok Kumar & Qin Wang, 2015. "Weather-Induced Mood, Institutional Investors, and Stock Returns," The Review of Financial Studies, Society for Financial Studies, vol. 28(1), pages 73-111.
    4. Lin William Cong & Haoyu Gao & Jacopo Ponticelli & Xiaoguang Yang, 2019. "Credit Allocation Under Economic Stimulus: Evidence from China," The Review of Financial Studies, Society for Financial Studies, vol. 32(9), pages 3412-3460.
    5. Wahal, Sunil & McConnell, John J., 2000. "Do institutional investors exacerbate managerial myopia?," Journal of Corporate Finance, Elsevier, vol. 6(3), pages 307-329, September.
    6. Sun, Qian & Cheng, Xiaoke & Gao, Shenghao & Chen, Tao & Liu, Jia, 2023. "Sunshine-induced mood and SEO pricing: Evidence from detailed investor bids in SEO auctions," Journal of Corporate Finance, Elsevier, vol. 80(C).
    7. Hanwen Chen & Jeff Zeyun Chen & Gerald J. Lobo & Yanyan Wang, 2010. "Association Between Borrower and Lender State Ownership and Accounting Conservatism," Journal of Accounting Research, Wiley Blackwell, vol. 48(5), pages 973-1014, December.
    8. Boubakri, Narjess & Cosset, Jean-Claude & Saffar, Walid, 2013. "The role of state and foreign owners in corporate risk-taking: Evidence from privatization," Journal of Financial Economics, Elsevier, vol. 108(3), pages 641-658.
    9. Rafael La Porta & Florencio Lopez‐De‐Silanes & Andrei Shleifer, 2002. "Government Ownership of Banks," Journal of Finance, American Finance Association, vol. 57(1), pages 265-301, February.
    10. Chhaochharia, Vidhi & Kim, Dasol & Korniotis, George M. & Kumar, Alok, 2019. "Mood, firm behavior, and aggregate economic outcomes," Journal of Financial Economics, Elsevier, vol. 132(2), pages 427-450.
    11. Bellucci, Andrea & Borisov, Alexander & Zazzaro, Alberto, 2013. "Do banks price discriminate spatially? Evidence from small business lending in local credit markets," Journal of Banking & Finance, Elsevier, vol. 37(11), pages 4183-4197.
    12. Mitchell A. Petersen & Raghuram G. Rajan, 1995. "The Effect of Credit Market Competition on Lending Relationships," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(2), pages 407-443.
    13. Jere R. Francis & Wei Wang, 2021. "Common Auditors and Private Bank Loans," Contemporary Accounting Research, John Wiley & Sons, vol. 38(1), pages 793-832, March.
    14. Mara Faccio & Maria-Teresa Marchica & Roberto Mura, 2011. "Large Shareholder Diversification and Corporate Risk-Taking," The Review of Financial Studies, Society for Financial Studies, vol. 24(11), pages 3601-3641.
    15. Tunyi, Abongeh A. & Machokoto, Michael, 2021. "The impact of weather-induced moods on M&A performance," Economics Letters, Elsevier, vol. 207(C).
    16. John Gallemore & Martin Jacob, 2020. "Corporate Tax Enforcement Externalities and the Banking Sector," Journal of Accounting Research, Wiley Blackwell, vol. 58(5), pages 1117-1159, December.
    17. Valta, Philip, 2012. "Competition and the cost of debt," Journal of Financial Economics, Elsevier, vol. 105(3), pages 661-682.
    18. Edward I. Altman, 1968. "Financial Ratios, Discriminant Analysis And The Prediction Of Corporate Bankruptcy," Journal of Finance, American Finance Association, vol. 23(4), pages 589-609, September.
    19. Hasan, Iftekhar & Hoi, Chun Keung & Wu, Qiang & Zhang, Hao, 2017. "Social Capital and Debt Contracting: Evidence from Bank Loans and Public Bonds," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 52(3), pages 1017-1047, June.
    20. Baker, Malcolm & Wurgler, Jeffrey & Yuan, Yu, 2012. "Global, local, and contagious investor sentiment," Journal of Financial Economics, Elsevier, vol. 104(2), pages 272-287.
    21. Campello, Murillo & Gao, Janet, 2017. "Customer concentration and loan contract terms," Journal of Financial Economics, Elsevier, vol. 123(1), pages 108-136.
    22. Kose John & Lubomir Litov & Bernard Yeung, 2008. "Corporate Governance and Risk‐Taking," Journal of Finance, American Finance Association, vol. 63(4), pages 1679-1728, August.
    23. Li, Kai & Yue, Heng & Zhao, Longkai, 2009. "Ownership, institutions, and capital structure: Evidence from China," Journal of Comparative Economics, Elsevier, vol. 37(3), pages 471-490, September.
    24. He, Jie (Jack) & Tian, Xuan, 2013. "The dark side of analyst coverage: The case of innovation," Journal of Financial Economics, Elsevier, vol. 109(3), pages 856-878.
    25. Christoph Herpfer & Aksel Mjøs & Cornelius Schmidt, 2023. "The Causal Impact of Distance on Bank Lending," Management Science, INFORMS, vol. 69(2), pages 723-740, February.
    26. Sumit Agarwal, 2010. "Distance and Private Information in Lending," The Review of Financial Studies, Society for Financial Studies, vol. 23(7), pages 2757-2788, July.
    27. Wenfeng Wu & Sofia A. Johan & Oliver M. Rui, 2016. "Institutional Investors, Political Connections, and the Incidence of Regulatory Enforcement Against Corporate Fraud," Journal of Business Ethics, Springer, vol. 134(4), pages 709-726, April.
    28. Ed Dehaan & Joshua Madsen & Joseph D. Piotroski, 2017. "Do Weather‐Induced Moods Affect the Processing of Earnings News?," Journal of Accounting Research, Wiley Blackwell, vol. 55(3), pages 509-550, June.
    29. Lin, Chih-Yung & Tsai, Wei-Che & Hasan, Iftekhar & Tuan, Le Quoc, 2018. "Private benefits of control and bank loan contracts," Journal of Corporate Finance, Elsevier, vol. 49(C), pages 324-343.
    30. Anderson, Ronald C. & Mansi, Sattar A. & Reeb, David M., 2004. "Board characteristics, accounting report integrity, and the cost of debt," Journal of Accounting and Economics, Elsevier, vol. 37(3), pages 315-342, September.
    31. Shafi, Kourosh & Mohammadi, Ali, 2020. "Too gloomy to invest: Weather-induced mood and crowdfunding," Journal of Corporate Finance, Elsevier, vol. 65(C).
    32. Broihanne, Marie-Hélène & Orkut, Hava & Osei-Tutu, Francis, 2023. "Cold time, cool time? Weather-induced moods and financial risk tolerance: Evidence from a real-world banking context," Finance Research Letters, Elsevier, vol. 55(PB).
    33. Chung, Richard & Firth, Michael & Kim, Jeong-Bon, 2002. "Institutional monitoring and opportunistic earnings management," Journal of Corporate Finance, Elsevier, vol. 8(1), pages 29-48, January.
    34. Geng, Chunxiao & Li, Donghui & Sun, Jian & Yuan, Chun, 2023. "Functional distance and bank loan pricing: Evidence from the opening of high-speed railway in China," Journal of Banking & Finance, Elsevier, vol. 149(C).
    35. Chu, Yongqiang & Liu, Ming & Ma, Tao & Li, Xinming, 2020. "Executive compensation and corporate risk-taking: Evidence from private loan contracts," Journal of Corporate Finance, Elsevier, vol. 64(C).
    36. Ivashina, Victoria, 2009. "Asymmetric information effects on loan spreads," Journal of Financial Economics, Elsevier, vol. 92(2), pages 300-319, May.
    37. Jun (Qj) Qian & Philip E. Strahan & Zhishu Yang, 2015. "The Impact of Incentives and Communication Costs on Information Production and Use: Evidence from Bank Lending," Journal of Finance, American Finance Association, vol. 70(4), pages 1457-1493, August.
    38. Huang, Henry He & Lobo, Gerald J. & Wang, Chong & Zhou, Jian, 2018. "Do Banks Price Independent Directors’ Attention?," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 53(4), pages 1755-1780, August.
    39. Cassar, Gavin & Ittner, Christopher D. & Cavalluzzo, Ken S., 2015. "Alternative information sources and information asymmetry reduction: Evidence from small business debt," Journal of Accounting and Economics, Elsevier, vol. 59(2), pages 242-263.
    40. Harrison Hong & Jeffrey D. Kubik & Amit Solomon, 2000. "Security Analysts' Career Concerns and Herding of Earnings Forecasts," RAND Journal of Economics, The RAND Corporation, vol. 31(1), pages 121-144, Spring.
    41. Petersen, Mitchell A & Rajan, Raghuram G, 1994. "The Benefits of Lending Relationships: Evidence from Small Business Data," Journal of Finance, American Finance Association, vol. 49(1), pages 3-37, March.
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    More about this item

    Keywords

    Sunshine; Mood; Risk aversion; Bank loan pricing;
    All these keywords.

    JEL classification:

    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill

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