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Subordinate executives’ confidence and labor investment efficiency

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  • Khoo, Joye
  • Cheung, Adrian (Wai Kong)

Abstract

We examine confidence, an important type of cognitive bias, at the subordinate executive level and provide new insights to the literature on labor investment efficiency. Using a sample of US firms from 1999 to 2020, we find that firms having highly confident subordinate executives exacerbates inefficient labor investment, which is consistent with the view that highly confident subordinate executives influencing risk-taking decisions to their advantage(s), which distorts labor investment efficiency. This detrimental impact on labor investment efficiency mainly manifests in firms with weaker external governance. Our findings are robust to alternative explanations, alternative proxies for both subordinate executives’ traits and labor investment efficiency, additional control variables (including CEO traits and bias), and various approaches to addressing endogeneity issues. This study contributes to the literature by shedding light on how personal traits in the top management team matter in labor investment decisions.

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  • Khoo, Joye & Cheung, Adrian (Wai Kong), 2025. "Subordinate executives’ confidence and labor investment efficiency," International Review of Economics & Finance, Elsevier, vol. 98(C).
  • Handle: RePEc:eee:reveco:v:98:y:2025:i:c:s1059056025000590
    DOI: 10.1016/j.iref.2025.103896
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    as
    1. Anwer S. Ahmed & Scott Duellman, 2013. "Managerial Overconfidence and Accounting Conservatism," Journal of Accounting Research, Wiley Blackwell, vol. 51(1), pages 1-30, March.
    2. Biddle, Gary C. & Hilary, Gilles & Verdi, Rodrigo S., 2009. "How does financial reporting quality relate to investment efficiency?," Journal of Accounting and Economics, Elsevier, vol. 48(2-3), pages 112-131, December.
    3. Ulrike Malmendier & Geoffrey Tate, 2005. "CEO Overconfidence and Corporate Investment," Journal of Finance, American Finance Association, vol. 60(6), pages 2661-2700, December.
    4. Monika Merz & Eran Yashiv, 2007. "Labor and the Market Value of the Firm," American Economic Review, American Economic Association, vol. 97(4), pages 1419-1431, September.
    5. Ben-Nasr, Hamdi & Alshwer, Abdullah A., 2016. "Does stock price informativeness affect labor investment efficiency?," Journal of Corporate Finance, Elsevier, vol. 38(C), pages 249-271.
    6. Daniel S. Hamermesh & Gerard A. Pfann, 1996. "Adjustment Costs in Factor Demand," Journal of Economic Literature, American Economic Association, vol. 34(3), pages 1264-1292, September.
    7. Anand M. Goel & Anjan V. Thakor, 2008. "Overconfidence, CEO Selection, and Corporate Governance," Journal of Finance, American Finance Association, vol. 63(6), pages 2737-2784, December.
    8. Jayant R. Kale & Ebru Reis & Anand Venkateswaran, 2009. "Rank‐Order Tournaments and Incentive Alignment: The Effect on Firm Performance," Journal of Finance, American Finance Association, vol. 64(3), pages 1479-1512, June.
    9. Sabrina Artinger & Thomas C. Powell, 2016. "Entrepreneurial failure: Statistical and psychological explanations," Strategic Management Journal, Wiley Blackwell, vol. 37(6), pages 1047-1064, June.
    10. Sheng-Syan Chen & Keng-Yu Ho & Po-Hsin Ho, 2014. "CEO Overconfidence and Long-Term Performance Following R&D Increases," Financial Management, Financial Management Association International, vol. 43(2), pages 245-269, June.
    11. Caton, Gary L. & Goh, Jeremy & Lee, Yen Teik & Linn, Scott C., 2016. "Governance and post-repurchase performance," Journal of Corporate Finance, Elsevier, vol. 39(C), pages 155-173.
    12. Lin Li & Wilson H. S. Tong, 2022. "Who shall succeed? An examination of manager overconfidence and CEO selection," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 49(9-10), pages 1736-1783, October.
    13. Dixit, Avinash, 1997. "Investment and Employment Dynamics in the Short Run and the Long Run," Oxford Economic Papers, Oxford University Press, vol. 49(1), pages 1-20, January.
    14. Viral V. Acharya & Stewart C. Myers & Raghuram G. Rajan, 2011. "The Internal Governance of Firms," Journal of Finance, American Finance Association, vol. 66(3), pages 689-720, June.
    15. Ghaly, Mohamed & Dang, Viet Anh & Stathopoulos, Konstantinos, 2020. "Institutional investors' horizons and corporate employment decisions," Journal of Corporate Finance, Elsevier, vol. 64(C).
    16. Campbell, T. Colin, 2014. "CEO optimism and the board's choice of successor," Journal of Corporate Finance, Elsevier, vol. 29(C), pages 495-510.
    17. Malmendier, Ulrike & Tate, Geoffrey, 2008. "Who makes acquisitions? CEO overconfidence and the market's reaction," Journal of Financial Economics, Elsevier, vol. 89(1), pages 20-43, July.
    18. Sualihu, Mohammed Aminu & Rankin, Michaela & Haman, Janto, 2021. "The role of equity compensation in reducing inefficient investment in labor," Journal of Corporate Finance, Elsevier, vol. 66(C).
    19. Hasan, Mostafa Monzur & Lobo, Gerald J. & Qiu, Buhui, 2021. "Organizational capital, corporate tax avoidance, and firm value," Journal of Corporate Finance, Elsevier, vol. 70(C).
    20. Jain, Pawan & Jiang, Christine & Mekhaimer, Mohamed, 2016. "Executives' horizon, internal governance and stock market liquidity," Journal of Corporate Finance, Elsevier, vol. 40(C), pages 1-23.
    21. Simon Gervais & J. B. Heaton & Terrance Odean, 2011. "Overconfidence, Compensation Contracts, and Capital Budgeting," Journal of Finance, American Finance Association, vol. 66(5), pages 1735-1777, October.
    22. Brockner, Joel & Higgins, E. Tory & Low, Murray B., 2004. "Regulatory focus theory and the entrepreneurial process," Journal of Business Venturing, Elsevier, vol. 19(2), pages 203-220, March.
    23. Boochun Jung & Woo†Jong Lee & David P. Weber, 2014. "Financial Reporting Quality and Labor Investment Efficiency," Contemporary Accounting Research, John Wiley & Sons, vol. 31(4), pages 1047-1076, December.
    24. Lai, Shaojie & Li, Xiaorong & Chan, Kam C., 2021. "CEO overconfidence and labor investment efficiency," The North American Journal of Economics and Finance, Elsevier, vol. 55(C).
    25. Graham, John R. & Harvey, Campbell R. & Puri, Manju, 2013. "Managerial attitudes and corporate actions," Journal of Financial Economics, Elsevier, vol. 109(1), pages 103-121.
    26. Julian Atanassov & E. Han Kim, 2009. "Labor and Corporate Governance: International Evidence from Restructuring Decisions," Journal of Finance, American Finance Association, vol. 64(1), pages 341-374, February.
    27. Augustin Landier & Julien Sauvagnat & David Sraer & David Thesmar, 2013. "Bottom-Up Corporate Governance," Review of Finance, European Finance Association, vol. 17(1), pages 161-201.
    28. Alberto Galasso & Timothy S. Simcoe, 2011. "CEO Overconfidence and Innovation," Management Science, INFORMS, vol. 57(8), pages 1469-1484, August.
    29. Tom Vanacker & Veroniek Collewaert & Shaker A. Zahra, 2017. "Slack resources, firm performance, and the institutional context: Evidence from privately held European firms," Strategic Management Journal, Wiley Blackwell, vol. 38(6), pages 1305-1326, June.
    30. Cao, Zhangfan & Rees, William, 2020. "Do employee-friendly firms invest more efficiently? Evidence from labor investment efficiency," Journal of Corporate Finance, Elsevier, vol. 65(C).
    31. Cain, Matthew D. & McKeon, Stephen B. & Solomon, Steven Davidoff, 2017. "Do takeover laws matter? Evidence from five decades of hostile takeovers," Journal of Financial Economics, Elsevier, vol. 124(3), pages 464-485.
    32. Kini, Omesh & Williams, Ryan, 2012. "Tournament incentives, firm risk, and corporate policies," Journal of Financial Economics, Elsevier, vol. 103(2), pages 350-376.
    33. Marianne Bertrand & Sendhil Mullainathan, 2003. "Enjoying the Quiet Life? Corporate Governance and Managerial Preferences," Journal of Political Economy, University of Chicago Press, vol. 111(5), pages 1043-1075, October.
    34. Arthur Lewbel, 2012. "Using Heteroscedasticity to Identify and Estimate Mismeasured and Endogenous Regressor Models," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 30(1), pages 67-80.
    35. Taylor, Grantley & Al-Hadi, Ahmed & Richardson, Grant & Alfarhan, Usamah & Al-Yahyaee, Khamis, 2019. "Is there a relation between labor investment inefficiency and corporate tax avoidance?," Economic Modelling, Elsevier, vol. 82(C), pages 185-201.
    36. Arifin, Taufiq & Hasan, Iftekhar & Kabir, Rezaul, 2020. "Transactional and relational approaches to political connections and the cost of debt," Journal of Corporate Finance, Elsevier, vol. 65(C).
    37. Deshmukh, Sanjay & Goel, Anand M. & Howe, Keith M., 2013. "CEO overconfidence and dividend policy," Journal of Financial Intermediation, Elsevier, vol. 22(3), pages 440-463.
    38. J B Heaton, 2002. "Managerial Optimism and Corporate Finance," Financial Management, Financial Management Association, vol. 31(2), Summer.
    39. 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.
    40. Lin Li & Wilson H S Tong, 2022. "Who shall succeed? An examination of manager overconfidence and CEO selection," Post-Print hal-03861065, HAL.
    41. David Hirshleifer & Angie Low & Siew Hong Teoh, 2012. "Are Overconfident CEOs Better Innovators?," Journal of Finance, American Finance Association, vol. 67(4), pages 1457-1498, August.
    42. Fama, Eugene F. & French, Kenneth R., 1997. "Industry costs of equity," Journal of Financial Economics, Elsevier, vol. 43(2), pages 153-193, February.
    43. Chowdhury, Hasibul & Hossain, Ashrafee & Tan, Kelvin & Zheng, Jiayi, 2022. "Do external labor market incentives improve labor investment efficiency?," Journal of Behavioral and Experimental Finance, Elsevier, vol. 34(C).
    44. Chen, Sheng-Syan & Ho, Keng-Yu & Ho, Po-Hsin & Nie, Wei-Ying, 2022. "CEO overconfidence and bondholder wealth effects: Evidence from mergers and acquisitions," Journal of Corporate Finance, Elsevier, vol. 77(C).
    45. Daylian M. Cain & Don A. Moore & Uriel Haran, 2015. "Making sense of overconfidence in market entry," Strategic Management Journal, Wiley Blackwell, vol. 36(1), pages 1-18, January.
    46. Peters, Ryan H. & Taylor, Lucian A., 2017. "Intangible capital and the investment-q relation," Journal of Financial Economics, Elsevier, vol. 123(2), pages 251-272.
    47. Mekhaimer, Mohamed & Abakah, Alex Annan & Ibrahim, Awad & Hussainey, Khaled, 2022. "Subordinate executives' horizon and firm policies," Journal of Corporate Finance, Elsevier, vol. 74(C).
    48. Wei Chen & Paul Hribar & Samuel Melessa, 2018. "Incorrect Inferences When Using Residuals as Dependent Variables," Journal of Accounting Research, Wiley Blackwell, vol. 56(3), pages 751-796, June.
    49. Phua, Kenny & Tham, T. Mandy & Wei, Chishen, 2018. "Are overconfident CEOs better leaders? Evidence from stakeholder commitments," Journal of Financial Economics, Elsevier, vol. 127(3), pages 519-545.
    50. Paul Hribar & Holly Yang, 2016. "CEO Overconfidence and Management Forecasting," Contemporary Accounting Research, John Wiley & Sons, vol. 33(1), pages 204-227, March.
    51. Huang, Ronghong & Tan, Kelvin Jui Keng & Faff, Robert W., 2016. "CEO overconfidence and corporate debt maturity," Journal of Corporate Finance, Elsevier, vol. 36(C), pages 93-110.
    52. David G. Sirmon & Michael A. Hitt, 2009. "Contingencies within dynamic managerial capabilities: interdependent effects of resource investment and deployment on firm performance," Strategic Management Journal, Wiley Blackwell, vol. 30(13), pages 1375-1394, December.
    53. Ghaly, Mohamed & Dang, Viet Anh & Stathopoulos, Konstantinos, 2015. "Cash holdings and employee welfare," Journal of Corporate Finance, Elsevier, vol. 33(C), pages 53-70.
    54. Khedmati, Mehdi & Sualihu, Mohammed Aminu & Yawson, Alfred, 2020. "CEO-director ties and labor investment efficiency," Journal of Corporate Finance, Elsevier, vol. 65(C).
    55. Humphery-Jenner, Mark & Lisic, Ling Lei & Nanda, Vikram & Silveri, Sabatino Dino, 2016. "Executive overconfidence and compensation structure," Journal of Financial Economics, Elsevier, vol. 119(3), pages 533-558.
    56. Pikulina, Elena & Renneboog, Luc & Tobler, Philippe N., 2017. "Overconfidence and investment: An experimental approach," Journal of Corporate Finance, Elsevier, vol. 43(C), pages 175-192.
    57. Cain, Matthew D. & McKeon, Stephen B., 2016. "CEO Personal Risk-Taking and Corporate Policies," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 51(1), pages 139-164, February.
    58. Campbell, T. Colin & Gallmeyer, Michael & Johnson, Shane A. & Rutherford, Jessica & Stanley, Brooke W., 2011. "CEO optimism and forced turnover," Journal of Financial Economics, Elsevier, vol. 101(3), pages 695-712, September.
    59. Chen, Yenn-Ru & Ho, Keng-Yu & Yeh, Chia-Wei, 2020. "CEO overconfidence and corporate cash holdings," Journal of Corporate Finance, Elsevier, vol. 62(C).
    60. Ulrike Malmendier & Geoffrey Tate & Jon Yan, 2011. "Overconfidence and Early‐Life Experiences: The Effect of Managerial Traits on Corporate Financial Policies," Journal of Finance, American Finance Association, vol. 66(5), pages 1687-1733, October.
    61. Cella, Cristina, 2020. "Institutional investors and corporate investment," Finance Research Letters, Elsevier, vol. 32(C).
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    • G23 - Financial Economics - - Financial Institutions and Services - - - Non-bank Financial Institutions; Financial Instruments; Institutional Investors
    • 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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