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Optimize the Banker’s Multi-Stage Decision-Making and the Mechanism of Pay Contract Influencing on Bank Default Risk in the Long-Term Model

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Listed:
  • Tianyi Ma

    (School of Management, Harbin Institute of Technology, Harbin 150000, China)

  • Minghui Jiang

    (School of Management, Harbin Institute of Technology, Harbin 150000, China)

  • Xuchuan Yuan

    (School of Business, Singapore University of Social Sciences, Singapore 599494, Singapore)

Abstract

In recent years, researchers have been devoted to illustrating the correlation between bankers’ pay contracts and a bank’s risk-taking behavior where corporate governance is concerned, especially throughout the past four decades and by using empirical analysis. Despite being a widespread concern, the causality of this relationship is not thoroughly understood. We initiate this research by modeling bankers’ multi-stage decisions of option investment and bond investment from the perspective of theoretical analysis, and by analyzing the function image results using data from Wells Fargo & Co. from the ExecuComp, BvD Orbis, and CRSP-COMPUSTAT databases. We aim to deeply explore the mechanism of how compensation influencing on risk. We are the first to find that it has a “risk cap”, which is the optimal risk level to maximize the return of decision-making. We are also the first to discover the optimal decision coefficient level to maximize the decision return, during which the internal causes and mechanisms of the impact of bankers’ compensation on a bank’s default risk are revealed. We also illustrate the influence of the number of periods. We expect our findings to provide advice for establishing policies when designing pay contracts.

Suggested Citation

  • Tianyi Ma & Minghui Jiang & Xuchuan Yuan, 2020. "Optimize the Banker’s Multi-Stage Decision-Making and the Mechanism of Pay Contract Influencing on Bank Default Risk in the Long-Term Model," Sustainability, MDPI, vol. 12(4), pages 1-22, February.
  • Handle: RePEc:gam:jsusta:v:12:y:2020:i:4:p:1400-:d:320488
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    References listed on IDEAS

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    1. Tuomo Vuolteenaho, 2002. "What Drives Firm‐Level Stock Returns?," Journal of Finance, American Finance Association, vol. 57(1), pages 233-264, February.
    2. Belkhir, Mohamed & Boubaker, Sabri, 2013. "CEO inside debt and hedging decisions: Lessons from the U.S. banking industry," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 24(C), pages 223-246.
    3. Li, Zhichuan Frank & Lin, Shannon & Sun, Shuna & Tucker, Alan, 2018. "Risk-adjusted inside debt," Global Finance Journal, Elsevier, vol. 35(C), pages 12-42.
    4. Sok-Hyon Kang & Praveen Kumar & Hyunkoo Lee, 2006. "Agency and Corporate Investment: The Role of Executive Compensation and Corporate Governance," The Journal of Business, University of Chicago Press, vol. 79(3), pages 1127-1148, May.
    5. Ho, Po-Hsin & Huang, Chia-Wei & Lin, Chih-Yung & Yen, Ju-Fang, 2016. "CEO overconfidence and financial crisis: Evidence from bank lending and leverage," Journal of Financial Economics, Elsevier, vol. 120(1), pages 194-209.
    6. Yiwei Li & Xiu‐Ye Zhang, 2019. "Impact of board gender composition on corporate debt maturity structures," European Financial Management, European Financial Management Association, vol. 25(5), pages 1286-1320, November.
    7. Merton, Robert C, 1974. "On the Pricing of Corporate Debt: The Risk Structure of Interest Rates," Journal of Finance, American Finance Association, vol. 29(2), pages 449-470, May.
    8. Bliss, Richard T. & Rosen, Richard J., 2001. "CEO compensation and bank mergers," Journal of Financial Economics, Elsevier, vol. 61(1), pages 107-138, July.
    9. Grundy, Bruce D. & Li, Hui, 2010. "Investor sentiment, executive compensation, and corporate investment," Journal of Banking & Finance, Elsevier, vol. 34(10), pages 2439-2449, October.
    10. Riachi, Ilham & Schwienbacher, Armin, 2013. "Securitization of corporate assets and executive compensation," Journal of Corporate Finance, Elsevier, vol. 21(C), pages 235-251.
    11. Shahbaz Sheikh, 2019. "CEO inside debt, market competition and corporate risk taking," International Journal of Managerial Finance, Emerald Group Publishing Limited, vol. 15(4), pages 636-657, April.
    12. Huang, Hsing-Hua & Huang, Hongming & Shih, Pai-Ta, 2012. "Real options and earnings-based bonus compensation," Journal of Banking & Finance, Elsevier, vol. 36(8), pages 2389-2402.
    13. Jensen, Michael C. & Meckling, William H., 1976. "Theory of the firm: Managerial behavior, agency costs and ownership structure," Journal of Financial Economics, Elsevier, vol. 3(4), pages 305-360, October.
    14. Emilio Abad-Segura & Francisco Joaquín Cortés-García & Luis J. Belmonte-Ureña, 2019. "The Sustainable Approach to Corporate Social Responsibility: A Global Analysis and Future Trends," Sustainability, MDPI, vol. 11(19), pages 1-24, September.
    15. Tianyi Ma & Minghui Jiang & Xuchuan Yuan, 2020. "Cash Salary, Inside Equity, or Inside Debt?—The Determinants and Optimal Value of Compensation Structure in a Long-term Incentive Model of Banks," Sustainability, MDPI, vol. 12(2), pages 1-24, January.
    16. Rangarajan K. Sundaram & David L. Yermack, 2007. "Pay Me Later: Inside Debt and Its Role in Managerial Compensation," Journal of Finance, American Finance Association, vol. 62(4), pages 1551-1588, August.
    17. Black, Fischer & Scholes, Myron S, 1973. "The Pricing of Options and Corporate Liabilities," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 637-654, May-June.
    18. Eisdorfer, Assaf & Giaccotto, Carmelo & White, Reilly, 2013. "Capital structure, executive compensation, and investment efficiency," Journal of Banking & Finance, Elsevier, vol. 37(2), pages 549-562.
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