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Can CFOs improve enterprise loan bargaining power? An empirical analysis based on CFO characteristics

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  • Wei, Qi
  • Feng, QingWen
  • Hui, ZhiYang
  • Dong, Yan

Abstract

The bargaining space between borrowers and lenders in negotiating loan prices has expanded with the deepening of China's interest rate marketisation reform. This study constructs a bargaining game model to examine the intrinsic mechanism through which chief financial officers (CFOs) affect corporate loan bargaining power. A two-tier stochastic frontier model is adopted to measure borrowers’ and lenders’ loan bargaining power, and the relationship between CFOs' background, internal part-time jobs, tenure, gender, educational characteristics, and corporate loan bargaining power is empirically investigated using data from Chinese listed companies from 2008 to 2022. Regarding the findings, first, the negotiation bargaining power of enterprises is weaker than that of lenders, leading to the negotiated loan price being higher than the ‘fair’ price, and pushing up the financing cost of enterprises to a certain extent. Second, CFOs can reduce enterprises’ loan negotiation costs by broadening enterprises’ financing channels and improving negotiation efficiency, thereby enhancing their loan negotiation power. Third, CFOs with experience in the financial industry or those who are also CEOs can enhance their corporate loan bargaining power; however, their tenure, gender, and education do not affect corporate loan bargaining power. This study expands the research on the impact of CFOs on corporate financing costs and factors affecting loan prices. The results provide a reference point for enterprises when selecting CFOs to enhance their bargaining power for loans and reduce their financing costs.

Suggested Citation

  • Wei, Qi & Feng, QingWen & Hui, ZhiYang & Dong, Yan, 2025. "Can CFOs improve enterprise loan bargaining power? An empirical analysis based on CFO characteristics," Research in International Business and Finance, Elsevier, vol. 77(PB).
  • Handle: RePEc:eee:riibaf:v:77:y:2025:i:pb:s027553192500193x
    DOI: 10.1016/j.ribaf.2025.102937
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    1. Rubinstein, Ariel, 1982. "Perfect Equilibrium in a Bargaining Model," Econometrica, Econometric Society, vol. 50(1), pages 97-109, January.
    2. Qiao, Lu & Adegbite, Emmanuel & Nguyen, Tam Huy, 2022. "Chief financial officer overconfidence and stock price crash risk," International Review of Financial Analysis, Elsevier, vol. 84(C).
    3. Guoge Yang & Feng Deng & Fengyi Wang & Zhenyu Mao & Xingsheng Wu & Fengyu Zhang, 2024. "Digital economy, resource distortion and low-carbon inclusive development-Evidence from the perspectives of a threshold effect and knowledge spillover effect," PLOS ONE, Public Library of Science, vol. 19(7), pages 1-32, July.
    4. Anderson, Christopher W. & Babajide Wintoki, M. & Xi, Yaoyi, 2024. "CFO social capital, liquidity management, and the market value of cash✰," Journal of Banking & Finance, Elsevier, vol. 163(C).
    5. Li, Yiwei & Zeng, Yeqin, 2019. "The impact of top executive gender on asset prices: Evidence from stock price crash risk," Journal of Corporate Finance, Elsevier, vol. 58(C), pages 528-550.
    6. Jinghui Sun & Pamela Kent & Baolei Qi & Jiwei Wang, 2019. "Chief financial officer demographic characteristics and fraudulent financial reporting in China," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 59(4), pages 2705-2734, December.
    7. Itzhak Ben-David & John R. Graham, 2013. "Managerial Miscalibration," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(4), pages 1547-1584.
    8. Edward I. Altman, 1968. "The Prediction Of Corporate Bankruptcy: A Discriminant Analysis," Journal of Finance, American Finance Association, vol. 23(1), pages 193-194, March.
    9. Byrd, Daniel T. & Mizruchi, Mark S., 2005. "Bankers on the board and the debt ratio of firms," Journal of Corporate Finance, Elsevier, vol. 11(1-2), pages 129-173, March.
    10. Aydemir, Resul & Guloglu, Bulent, 2017. "How do banks determine their spreads under credit and liquidity risks during business cycles?," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 46(C), pages 147-157.
    11. Muttakin, Mohammad Badrul & Khan, Arifur & Tanewski, George, 2019. "CFO tenure, CFO board membership and accounting conservatism," Journal of Contemporary Accounting and Economics, Elsevier, vol. 15(3).
    12. Jonghyuk Bae & Kunsu Park & Ziyi Wang & Yunbing Huang & Ziyun Gu & Yanxuan Li, 2025. "Does CFO Gender Matter in Corporate Cash Holdings? Evidence from an Emerging Country," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 61(3), pages 750-772, February.
    13. Hutton, Amy P. & Marcus, Alan J. & Tehranian, Hassan, 2009. "Opaque financial reports, R2, and crash risk," Journal of Financial Economics, Elsevier, vol. 94(1), pages 67-86, October.
    14. Kong, Dongmin & Zhang, Bohui & Zhang, Jian, 2022. "Higher education and corporate innovation," Journal of Corporate Finance, Elsevier, vol. 72(C).
    15. Subal Kumbhakar & Christopher Parmeter, 2009. "The effects of match uncertainty and bargaining on labor market outcomes: evidence from firm and worker specific estimates," Journal of Productivity Analysis, Springer, vol. 31(1), pages 1-14, February.
    16. Custódio, Cláudia & Metzger, Daniel, 2014. "Financial expert CEOs: CEO׳s work experience and firm׳s financial policies," Journal of Financial Economics, Elsevier, vol. 114(1), pages 125-154.
    17. Kang, Ya & Li, Oliver Zhen & Lin, Yupeng, 2021. "Tax incidence in loan pricing," Journal of Accounting and Economics, Elsevier, vol. 72(1).
    18. Kouretas, Georgios P. & Pawłowska, Małgorzata & Szafrański, Grzegorz, 2020. "Market structure and credit procyclicality: Lessons from loan markets in the European Union banking sectors," Economic Modelling, Elsevier, vol. 93(C), pages 27-50.
    19. So Yeon Chun & Miguel A. Lejeune, 2020. "Risk-Based Loan Pricing: Portfolio Optimization Approach with Marginal Risk Contribution," Management Science, INFORMS, vol. 66(8), pages 3735-3753, August.
    20. Zheng, Yu & Zheng, Mingnan & Zhang, Juan, 2024. "Executive educational background, corporate governance and corporate default risk," Finance Research Letters, Elsevier, vol. 67(PB).
    21. Karel Hrazdil & Jiyuan Li & Gerald Lobo & Ray Zhang, 2024. "CFO facial beauty and bank loan contracting," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 64(1), pages 975-1009, March.
    22. Musteen, Martina & Barker III, Vincent L. & Baeten, Virginia L., 2006. "CEO attributes associated with attitude toward change: The direct and moderating effects of CEO tenure," Journal of Business Research, Elsevier, vol. 59(5), pages 604-612, May.
    23. Li Du & Xuesong Qian, 2022. "Nexus of Interest Rate Liberalization and Loan Pricing: Evidence from Entrusted Loans in China," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 58(6), pages 1566-1577, May.
    24. Domenico Campa & Gianluca Ginesti & Alessandra Allini, 2024. "CFO Characteristics and Real Earnings Management," European Accounting Review, Taylor & Francis Journals, vol. 33(4), pages 1397-1430, August.
    25. Ashraf, Badar Nadeem & Qian, Ningyu & Shen, Yinjie (Victor), 2021. "The impact of trade and financial openness on bank loan pricing: Evidence from emerging economies," Emerging Markets Review, Elsevier, vol. 47(C).
    26. Jin-hui Luo & Zeyue Huang & Xue Li & Xiaojing Lin, 2018. "Are Women CEOs Valuable in Terms of Bank Loan Costs? Evidence from China," Journal of Business Ethics, Springer, vol. 153(2), pages 337-355, December.
    27. Florackis, Chris & Sainani, Sushil, 2018. "How do chief financial officers influence corporate cash policies?," Journal of Corporate Finance, Elsevier, vol. 52(C), pages 168-191.
    28. 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.
    29. Mohamed Janahi & Yuval Millo & Georgios Voulgaris, 2021. "CFO gender and financial reporting transparency in banks," The European Journal of Finance, Taylor & Francis Journals, vol. 27(3), pages 199-221, February.
    30. Li, Xiping & Goodell, John W. & Liao, Jing & Yao, Shouyu & Liu, Xutang, 2022. "Does executive gender diversity supply accounting conservatism in traditional societies? Evidence from CEO-CFO combinations in China," Finance Research Letters, Elsevier, vol. 48(C).
    31. Hasan, Iftekhar & Kim, Suk-Joong & Politsidis, Panagiotis N. & Wu, Eliza, 2023. "Regulation and information costs of sovereign distress: Evidence from corporate lending markets," Journal of Corporate Finance, Elsevier, vol. 82(C).
    32. Weili GE & Dawn Matsumoto & Jenny Li Zhang, 2011. "Do CFOs Have Style? An Empirical Investigation of the Effect of Individual CFOs on Accounting Practices," Contemporary Accounting Research, John Wiley & Sons, vol. 28(4), pages 1141-1179, December.
    33. Wei, Qi & Zeng, Sheng & Tao, Qingmei, 2024. "Does bank competition improve borrower welfare? Evidence from China," Economic Analysis and Policy, Elsevier, vol. 82(C), pages 1353-1368.
    34. Mobbs, Shawn, 2018. "Firm CFO board membership and departures," Journal of Corporate Finance, Elsevier, vol. 51(C), pages 316-331.
    35. Schopohl, Lisa & Urquhart, Andrew & Zhang, Hanxiong, 2021. "Female CFOs, leverage and the moderating role of board diversity and CEO power," Journal of Corporate Finance, Elsevier, vol. 71(C).
    36. Stuart Fraser & Francis J. Greene, 2006. "The Effects of Experience on Entrepreneurial Optimism and Uncertainty," Economica, London School of Economics and Political Science, vol. 73(290), pages 169-192, May.
    37. Fang, Ming & Wu, Qiang & Xu, Xin (Emma) & Zhou, Zejiang, 2025. "CFO social networks and corporation taxation," Journal of Financial Stability, Elsevier, vol. 78(C).
    38. Bollaert, Helen & Lopez-de-Silanes, Florencio & Schwienbacher, Armin, 2021. "Fintech and access to finance," Journal of Corporate Finance, Elsevier, vol. 68(C).
    39. Fu, Xi & Zhang, Zhifang, 2019. "CFO cultural background and stock price crash risk," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 62(C), pages 74-93.
    40. Lartey, Theophilus & James, Gregory A. & Danso, Albert & Boateng, Agyenim, 2023. "Interbank market structure, bank conduct, and performance: Evidence from the UK," Journal of Economic Behavior & Organization, Elsevier, vol. 210(C), pages 1-25.
    41. Chai, Yuanzhe & Sun, Suchao, 2024. "Can the development of Fintech mitigate non-performing loan risk?," Finance Research Letters, Elsevier, vol. 67(PB).
    42. Puriya Abbassi & Falk Bräuning & Niels Schulze, 2021. "Bargaining power and outside options in the interbank lending market," Financial Management, Financial Management Association International, vol. 50(2), pages 553-586, June.
    43. Yong-Yi Li & Chi-Chuan Lee, 2022. "Does CFO serving as board secretary matter for information disclosure? Evidence from China’s listed companies," Applied Economics, Taylor & Francis Journals, vol. 54(24), pages 2737-2758, May.
    44. Chen, Jiayuan & Gong, Di & Muckley, Cal, 2020. "Stock market illiquidity, bargaining power and the cost of borrowing," Journal of Empirical Finance, Elsevier, vol. 58(C), pages 181-206.
    45. Steven N. Kaplan & Luigi Zingales, 1997. "Do Investment-Cash Flow Sensitivities Provide Useful Measures of Financing Constraints?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(1), pages 169-215.
    46. Hussain Khan, Habib & Kutan, Ali M., 2023. "Banking sector competition and firms’ financial constraints: Firm-Level evidence from developing economies," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 88(C).
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