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The “CEO in context” technique revisited: A replication and extension of Hambrick and Quigley (2014)

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  • Tobias Keller
  • Martin Glaum
  • Andreas Bausch
  • Thorsten Bunz

Abstract

Research Summary Hambrick and Quigley's (2014) “CEO in context” (CiC) technique leads to a much larger CEO effect than traditional ANOVA or multilevel modeling. We replicate H&Q's study, apply their CiC technique to a much more comprehensive U.S. sample, and assess the sensitivity of the model findings to variations in method and data. We generally confirm H&Q's finding of a high CEO effect, but find a smaller industry effect and a larger firm effect in our much larger sample. Applying the CiC technique with adjusted R2s has only a moderate impact on year, industry, and firm effects, but markedly reduces the CEO effect. We also document that CiC model findings are sensitive to sample characteristics, namely firm size and CEO tenure. Managerial Summary Hambrick and Quigley (2014) introduced a new method to analyze the influence of CEOs on firm performance. The study's empirical analysis focused on large U.S. firms. We replicate the original study and extend it to a much larger, comprehensive sample of U.S. firms that is composed of 33,996 firm‐year observations, compared to 4,866 firm‐years in the original study. Controlling for the number of variables used in the estimations, the model attributes about a third of the total variance of firm performance (ROA) to the CEO. Further analyses show that the model findings differ for firms of different size and CEO tenure; the larger the firms and the longer the CEO tenures, the smaller tends to be the percentage of variance explained by the CEO.

Suggested Citation

  • Tobias Keller & Martin Glaum & Andreas Bausch & Thorsten Bunz, 2023. "The “CEO in context” technique revisited: A replication and extension of Hambrick and Quigley (2014)," Strategic Management Journal, Wiley Blackwell, vol. 44(4), pages 1111-1138, April.
    • Handle: RePEc:bla:stratm:v:44:y:2023:i:4:p:1111-1138
    DOI: 10.1002/smj.3453
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    as
    1. Richard A. Bettis & Constance E. Helfat & J. Myles Shaver & Richard A. Bettis & Constance E. Helfat & J. Myles Shaver, 2016. "The necessity, logic, and forms of replication," Strategic Management Journal, Wiley Blackwell, vol. 37(11), pages 2193-2203, November.
    2. Jeremy C. Short & David J. Ketchen & Timothy B. Palmer & G. Tomas M. Hult, 2007. "Firm, strategic group, and industry influences on performance," Strategic Management Journal, Wiley Blackwell, vol. 28(2), pages 147-167, February.
    3. Kahle, Kathleen M. & Walkling, Ralph A., 1996. "The Impact of Industry Classifications on Financial Research," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 31(3), pages 309-335, September.
    4. Danny Miller, 1991. "Stale in the Saddle: CEO Tenure and the Match Between Organization and Environment," Management Science, INFORMS, vol. 37(1), pages 34-52, January.
    5. Kathleen M. Kahle & Ralph A. Walkling, "undated". "The Impact of Industry Classifications on Financial Research," Research in Financial Economics 9607, Ohio State University.
    6. Timothy J. Quigley & Scott D. Graffin, 2017. "Reaffirming the CEO effect is significant and much larger than chance: A comment on Fitza (2014)," Strategic Management Journal, Wiley Blackwell, vol. 38(3), pages 793-801, March.
    7. Schenker N. & Gentleman J. F., 2001. "On Judging the Significance of Differences by Examining the Overlap Between Confidence Intervals," The American Statistician, American Statistical Association, vol. 55, pages 182-186, August.
    8. Craig Crossland & Donald C. Hambrick, 2007. "How national systems differ in their constraints on corporate executives: a study of CEO effects in three countries," Strategic Management Journal, Wiley Blackwell, vol. 28(8), pages 767-789, August.
    9. Ron Adner & Constance E. Helfat, 2003. "Corporate effects and dynamic managerial capabilities," Strategic Management Journal, Wiley Blackwell, vol. 24(10), pages 1011-1025, October.
    10. repec:dar:wpaper:56452 is not listed on IDEAS
    11. Schmalensee, Richard, 1985. "Do Markets Differ Much?," American Economic Review, American Economic Association, vol. 75(3), pages 341-351, June.
    12. Guangrui Guo, 2017. "Demystifying variance in performance: A longitudinal multilevel perspective," Strategic Management Journal, Wiley Blackwell, vol. 38(6), pages 1327-1342, June.
    13. Markus A. Fitza, 2017. "How much do CEOs really matter? Reaffirming that the CEO effect is mostly due to chance," Strategic Management Journal, Wiley Blackwell, vol. 38(3), pages 802-811, March.
    14. Anita M. McGahan & Michael E. Porter, 2002. "What Do We Know About Variance in Accounting Profitability?," Management Science, INFORMS, vol. 48(7), pages 834-851, July.
    15. Sea‐Jin Chang & Harbir Singh, 2000. "Corporate and industry effects on business unit competitive position," Strategic Management Journal, Wiley Blackwell, vol. 21(7), pages 739-752, July.
    16. Zeki Simsek, 2007. "CEO tenure and organizational performance: an intervening model," Strategic Management Journal, Wiley Blackwell, vol. 28(6), pages 653-662, June.
    17. Christian Weiner, 2005. "The Impact of Industry Classification Schemes on Financial Research," SFB 649 Discussion Papers SFB649DP2005-062, Sonderforschungsbereich 649, Humboldt University, Berlin, Germany.
    18. Richard P. Rumelt, 1991. "How much does industry matter?," Strategic Management Journal, Wiley Blackwell, vol. 12(3), pages 167-185, March.
    19. Timothy J. Quigley & Donald C. Hambrick, 2015. "Has the “CEO effect” increased in recent decades? A new explanation for the great rise in America's attention to corporate leaders," Strategic Management Journal, Wiley Blackwell, vol. 36(6), pages 821-830, June.
    20. Marianne Bertrand & Antoinette Schoar, 2003. "Managing with Style: The Effect of Managers on Firm Policies," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(4), pages 1169-1208.
    21. Michael C. Withers & Markus A. Fitza, 2017. "Do board chairs matter? The influence of board chairs on firm performance," Strategic Management Journal, Wiley Blackwell, vol. 38(6), pages 1343-1355, June.
    22. Nicholas J. Cox, 2008. "Speaking Stata: Correlation with confidence, or Fisher's z revisited," Stata Journal, StataCorp LP, vol. 8(3), pages 413-439, September.
    23. Dabao Zhang, 2017. "A Coefficient of Determination for Generalized Linear Models," The American Statistician, Taylor & Francis Journals, vol. 71(4), pages 310-316, October.
    24. Markus A. Fitza, 2014. "The use of variance decomposition in the investigation of CEO effects: How large must the CEO effect be to rule out chance?," Strategic Management Journal, Wiley Blackwell, vol. 35(12), pages 1839-1852, December.
    25. Brookman, Jeff & Thistle, Paul D., 2009. "CEO tenure, the risk of termination and firm value," Journal of Corporate Finance, Elsevier, vol. 15(3), pages 331-344, June.
    26. Alison Mackey, 2008. "The effect of CEOs on firm performance," Strategic Management Journal, Wiley Blackwell, vol. 29(12), pages 1357-1367, December.
    27. Wendun Wang & Xinyu Zhang & Richard Paap, 2019. "To pool or not to pool: What is a good strategy for parameter estimation and forecasting in panel regressions?," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 34(5), pages 724-745, August.
    28. Strong, John S & Meyer, John R, 1987. "Asset Writedowns: Managerial Incentives and Security Returns," Journal of Finance, American Finance Association, vol. 42(3), pages 643-661, July.
    29. David G Jenkins & Pedro F Quintana-Ascencio, 2020. "A solution to minimum sample size for regressions," PLOS ONE, Public Library of Science, vol. 15(2), pages 1-15, February.
    30. Edward H. Bowman & Constance E. Helfat, 2001. "Does corporate strategy matter?," Strategic Management Journal, Wiley Blackwell, vol. 22(1), pages 1-23, January.
    31. Six, B. & Normann, M. & Stock, R. & Schiereck, D., 2013. "Strategic Leaders’ Impact on Corporate Policies and Firm Performance: Insights from CEOs and CFOs of Large Listed Firms in Germany," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 63630, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
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