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Corporate digital transformation, governance shifts and executive pay-performance sensitivity

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  • Li, Zhigang
  • Xie, Bingyuan
  • Chen, Ximing
  • Fu, Qilong

Abstract

We utilized text mining techniques to gauge a company's level of digital transformation and found that the higher the degree of digitalization, the more apparent the decoupling of executive compensation from performance, indicating lower sensitivity of executive pay to performance outcomes. Within the framework of agency theory, digital technology empowers shifts in corporate governance models, enabling process-based behavioral monitoring and constraining governance mechanisms, thereby reducing reliance on outcome-based incentive mechanisms. Heterogeneous analysis reveals that the substitutive effect of digitization on the pay-performance sensitivity is more pronounced in companies with lower executive ownership. These companies often rely more on compensation incentives in the absence of digital technology. Moreover, the effectiveness of digital technology in enhancing governance depends on the user's wealth of knowledge and technical proficiency. We additionally confirmed that digital transformation has a positive impact on mitigating agency problems, as it enhances information quality, improves internal control standards, reduces excessive perk, and diminishes managerial short-termism. In essence, digital transformation indeed elevates governance regime. Furthermore, we discovered that digitalization increases the association between compensation and executive effort. Our research findings provide a fresh perspective on corporate governance and executive incentive mechanisms in emerging markets.

Suggested Citation

  • Li, Zhigang & Xie, Bingyuan & Chen, Ximing & Fu, Qilong, 2024. "Corporate digital transformation, governance shifts and executive pay-performance sensitivity," International Review of Financial Analysis, Elsevier, vol. 92(C).
  • Handle: RePEc:eee:finana:v:92:y:2024:i:c:s1057521923005768
    DOI: 10.1016/j.irfa.2023.103060
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    as
    1. Xiaping Cao & Michael Lemmon & Xiaofei Pan & Meijun Qian & Gary Tian, 2019. "Political Promotion, CEO Incentives, and the Relationship Between Pay and Performance," Management Science, INFORMS, vol. 65(7), pages 2947-2965, July.
    2. Skaife, Hollis A. & Veenman, David & Wangerin, Daniel, 2013. "Internal control over financial reporting and managerial rent extraction: Evidence from the profitability of insider trading," Journal of Accounting and Economics, Elsevier, vol. 55(1), pages 91-110.
    3. Fama, Eugene F & Jensen, Michael C, 1983. "Separation of Ownership and Control," Journal of Law and Economics, University of Chicago Press, vol. 26(2), pages 301-325, June.
    4. Peter Demerjian & Baruch Lev & Sarah McVay, 2012. "Quantifying Managerial Ability: A New Measure and Validity Tests," Management Science, INFORMS, vol. 58(7), pages 1229-1248, July.
    5. Core, John E. & Guay, Wayne & Larcker, David F., 2008. "The power of the pen and executive compensation," Journal of Financial Economics, Elsevier, vol. 88(1), pages 1-25, April.
    6. Hwang, Byoung-Hyoun & Kim, Seoyoung, 2009. "It pays to have friends," Journal of Financial Economics, Elsevier, vol. 93(1), pages 138-158, July.
    7. Sloan, Richard G., 1993. "Accounting earnings and top executive compensation," Journal of Accounting and Economics, Elsevier, vol. 16(1-3), pages 55-100, April.
    8. Yu, Shuangli & Shen, Yuxin & Zhang, Fan & Shen, Yongjian & Xu, Zefeng, 2022. "Air pollution and executive incentive: Evidence from pay-performance sensitivity," International Review of Financial Analysis, Elsevier, vol. 82(C).
    9. Zhonglan Dai & Li Jin & Weining Zhang, 2014. "Executive Pay–Performance Sensitivity and Litigation," Contemporary Accounting Research, John Wiley & Sons, vol. 31(1), pages 152-177, March.
    10. Carlos‐Alberto Dorantes & Chan Li & Gary F. Peters & Vernon J. Richardson, 2013. "The Effect of Enterprise Systems Implementation on the Firm Information Environment," Contemporary Accounting Research, John Wiley & Sons, vol. 30(4), pages 1427-1461, December.
    11. Pepper, Alexander & Gore, Julie, 2015. "Behavioral agency theory: new foundations for theorizing about executive compensation," LSE Research Online Documents on Economics 47569, London School of Economics and Political Science, LSE Library.
    12. 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.
    13. Guoli Chen, 2015. "Initial compensation of new CEOs hired in turnaround situations," Strategic Management Journal, Wiley Blackwell, vol. 36(12), pages 1895-1917, December.
    14. DeYoung, Robert & Peng, Emma Y. & Yan, Meng, 2013. "Executive Compensation and Business Policy Choices at U.S. Commercial Banks," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 48(1), pages 165-196, February.
    15. Verhoef, Peter C. & Broekhuizen, Thijs & Bart, Yakov & Bhattacharya, Abhi & Qi Dong, John & Fabian, Nicolai & Haenlein, Michael, 2021. "Digital transformation: A multidisciplinary reflection and research agenda," Journal of Business Research, Elsevier, vol. 122(C), pages 889-901.
    16. HOLMSTROM, Bengt, 1979. "Moral hazard and observability," LIDAM Reprints CORE 379, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
    17. Ning Jia & Arun Rai & Sean Xin Xu, 2020. "Reducing Capital Market Anomaly: The Role of Information Technology Using an Information Uncertainty Lens," Management Science, INFORMS, vol. 66(2), pages 979-1001, February.
    18. Chang, Eric C. & Wong, Sonia M.L., 2009. "Governance with multiple objectives: Evidence from top executive turnover in China," Journal of Corporate Finance, Elsevier, vol. 15(2), pages 230-244, April.
    19. Luo, Wei & Zhang, Yi & Zhu, Ning, 2011. "Bank ownership and executive perquisites: New evidence from an emerging market," Journal of Corporate Finance, Elsevier, vol. 17(2), pages 352-370, April.
    20. Ivan E. Brick & Oded Palmon & John K. Wald, 2012. "Too Much Pay-Performance Sensitivity?," The Review of Economics and Statistics, MIT Press, vol. 94(1), pages 287-303, February.
    21. Jensen, Michael C & Murphy, Kevin J, 1990. "Performance Pay and Top-Management Incentives," Journal of Political Economy, University of Chicago Press, vol. 98(2), pages 225-264, April.
    22. Chahine, Salim & Goergen, Marc, 2014. "Top management ties with board members: How they affect pay–performance sensitivity and IPO performance," Journal of Corporate Finance, Elsevier, vol. 27(C), pages 99-115.
    23. Jiang, Kangqi & Du, Xinyi & Chen, Zhongfei, 2022. "Firms' digitalization and stock price crash risk," International Review of Financial Analysis, Elsevier, vol. 82(C).
    24. Ferreira, João J.M. & Fernandes, Cristina I. & Ferreira, Fernando A.F., 2019. "To be or not to be digital, that is the question: Firm innovation and performance," Journal of Business Research, Elsevier, vol. 101(C), pages 583-590.
    25. Fama, Eugene F, 1980. "Agency Problems and the Theory of the Firm," Journal of Political Economy, University of Chicago Press, vol. 88(2), pages 288-307, April.
    26. Bebchuk, Lucian A. & Fried, Jesse M., 2003. "Executive Compensation as an Agency Problem," Berkeley Olin Program in Law & Economics, Working Paper Series qt81q3136r, Berkeley Olin Program in Law & Economics.
    27. Lucian Arye Bebchuk & Jesse M. Fried, 2003. "Executive Compensation as an Agency Problem," Journal of Economic Perspectives, American Economic Association, vol. 17(3), pages 71-92, Summer.
    28. Bengt Holmstrom, 1979. "Moral Hazard and Observability," Bell Journal of Economics, The RAND Corporation, vol. 10(1), pages 74-91, Spring.
    29. Guoli Chen & Raveendra Chittoor & Balagopal Vissa, 2021. "Does nepotism run in the family? CEO pay and pay‐performance sensitivity in Indian family firms," Strategic Management Journal, Wiley Blackwell, vol. 42(7), pages 1326-1343, July.
    30. Harford, Jarrad & Humphery-Jenner, Mark & Powell, Ronan, 2012. "The sources of value destruction in acquisitions by entrenched managers," Journal of Financial Economics, Elsevier, vol. 106(2), pages 247-261.
    31. Ibrahim, Salma & Li, Hao & Yan, Yan & Zhao, Jinsha, 2021. "Pay me a single figure! Assessing the impact of single figure regulation on CEO pay," International Review of Financial Analysis, Elsevier, vol. 73(C).
    32. Haugen, Robert A & Senbet, Lemma W, 1981. "Resolving the Agency Problems of External Capital through Options," Journal of Finance, American Finance Association, vol. 36(3), pages 629-647, June.
    33. Ron Adner & Rahul Kapoor, 2010. "Value creation in innovation ecosystems: how the structure of technological interdependence affects firm performance in new technology generations," Strategic Management Journal, Wiley Blackwell, vol. 31(3), pages 306-333, March.
    34. John Core & Wayne Guay, 2002. "Estimating the Value of Employee Stock Option Portfolios and Their Sensitivities to Price and Volatility," Journal of Accounting Research, Wiley Blackwell, vol. 40(3), pages 613-630, June.
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    More about this item

    Keywords

    Transformation; Corporate governance; Pay-performance sensitivity; Agency theory;
    All these keywords.

    JEL classification:

    • G30 - Financial Economics - - Corporate Finance and Governance - - - General
    • M52 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Personnel Economics - - - Compensation and Compensation Methods and Their Effects
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes

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