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The use of adjusted earnings in performance evaluation

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  • Asher Curtis

    (University of Washington)

  • Valerie Li

    (San Diego State University)

  • Paige H. Patrick

    (University of Illinois at Chicago)

Abstract

We document widespread adoption of adjustments to earnings for performance evaluation; 84% of our sample of S&P 1500 firms use adjusted earnings for bonus compensation. We find that the transactions removed from adjusted earnings vary widely and include both transitory and nontransitory items. We examine the determinants of using adjusted earnings and find some evidence that boards are more likely to contract using adjusted earnings when firms have high levels of intangible assets, more volatile earnings, CEOs with shorter tenures, CEOs who also act as board chairperson, or larger compensation committees or are reporting losses. We find that firms with an independent chairperson or lead director are less likely to contract using adjusted earnings. We examine the compensation consequences of the use of adjusted earnings and find that CEOs compensated on adjusted earnings are less likely to miss minimum bonus thresholds, are less likely to meet maximum bonus thresholds, and have higher overall bonus compensation, controlling for firm performance. Taken together, our analyses suggest that both managerial power and efficient contracting concerns explain the use of adjusted earnings in CEO compensation contracts.

Suggested Citation

  • Asher Curtis & Valerie Li & Paige H. Patrick, 2021. "The use of adjusted earnings in performance evaluation," Review of Accounting Studies, Springer, vol. 26(4), pages 1290-1322, December.
    • Handle: RePEc:spr:reaccs:v:26:y:2021:i:4:d:10.1007_s11142-021-09580-1
    DOI: 10.1007/s11142-021-09580-1
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    1. Dechow, Patricia M. & Sloan, Richard G., 1991. "Executive incentives and the horizon problem : An empirical investigation," Journal of Accounting and Economics, Elsevier, vol. 14(1), pages 51-89, March.
    2. 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.
    3. Bebchuk, Lucian Arye & Fried, Jesse & Walker, David I, 2002. "Managerial Power and Rent Extraction in the Design of Executive Compensation," CEPR Discussion Papers 3558, C.E.P.R. Discussion Papers.
    4. Lucian Bebchuk & Alma Cohen & Allen Ferrell, 2009. "What Matters in Corporate Governance?," The Review of Financial Studies, Society for Financial Studies, vol. 22(2), pages 783-827, February.
    5. Sloan, Richard G., 1993. "Accounting earnings and top executive compensation," Journal of Accounting and Economics, Elsevier, vol. 16(1-3), pages 55-100, April.
    6. Berger, Philip G & Ofek, Eli & Yermack, David L, 1997. "Managerial Entrenchment and Capital Structure Decisions," Journal of Finance, American Finance Association, vol. 52(4), pages 1411-1438, September.
    7. Alex Edmans & Xavier Gabaix & Augustin Landier, 2007. "A Calibratable Model of Optimal CEO Incentives in Market Equilibrium," NBER Working Papers 13372, National Bureau of Economic Research, Inc.
    8. Fama, Eugene F. & French, Kenneth R., 1997. "Industry costs of equity," Journal of Financial Economics, Elsevier, vol. 43(2), pages 153-193, February.
    9. James Potepa, 2020. "The treatment of special items in determining CEO cash compensation," Review of Accounting Studies, Springer, vol. 25(2), pages 558-596, June.
    10. David De Angelis & Yaniv Grinstein, 2015. "Performance Terms in CEO Compensation Contracts," Review of Finance, European Finance Association, vol. 19(2), pages 619-651.
    11. Bebchuk, Lucian A. & Cremers, K.J. Martijn & Peyer, Urs C., 2011. "The CEO pay slice," Journal of Financial Economics, Elsevier, vol. 102(1), pages 199-221, October.
    12. Mark T. Bradshaw & Richard G. Sloan, 2002. "GAAP versus The Street: An Empirical Assessment of Two Alternative Definitions of Earnings," Journal of Accounting Research, Wiley Blackwell, vol. 40(1), pages 41-66, March.
    13. Shane S. Dikolli, 2001. "Agent Employment Horizons and Contracting Demand for Forward‐Looking Performance Measures," Journal of Accounting Research, Wiley Blackwell, vol. 39(3), pages 481-494, December.
    14. Core, John E. & Guay, Wayne R. & Verdi, Rodrigo, 2008. "Is accruals quality a priced risk factor?," Journal of Accounting and Economics, Elsevier, vol. 46(1), pages 2-22, September.
    15. Banker, Rd & Datar, Sm, 1989. "Sensitivity, Precision, And Linear Aggregation Of Signals For Performance Evaluation," Journal of Accounting Research, Wiley Blackwell, vol. 27(1), pages 21-39.
    16. Kevin K. Li & Richard G. Sloan, 2017. "Has goodwill accounting gone bad?," Review of Accounting Studies, Springer, vol. 22(2), pages 964-1003, June.
    17. Holthausen, Robert W. & Larcker, David F. & Sloan, Richard G., 1995. "Annual bonus schemes and the manipulation of earnings," Journal of Accounting and Economics, Elsevier, vol. 19(1), pages 29-74, February.
    18. Lambert, Ra & Larcker, Df, 1987. "An Analysis Of The Use Of Accounting And Market Measures Of Performance In Executive-Compensation Contracts," Journal of Accounting Research, Wiley Blackwell, vol. 25, pages 85-129.
    19. William Greene, 2004. "The behaviour of the maximum likelihood estimator of limited dependent variable models in the presence of fixed effects," Econometrics Journal, Royal Economic Society, vol. 7(1), pages 98-119, June.
    20. Jenny Chu & Jonathan Faasse & P. Raghavendra Rau, 2018. "Do Compensation Consultants Enable Higher CEO Pay? A Disclosure Rule Change as a Separating Device," Management Science, INFORMS, vol. 64(10), pages 4915-4935, October.
    21. Lucian Bebchuk & Jesse Fried, 2002. "Power, rent extraction, and executive compensation," CESifo Forum, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, vol. 3(03), pages 23-28, October.
    22. Core, John E. & Holthausen, Robert W. & Larcker, David F., 1999. "Corporate governance, chief executive officer compensation, and firm performance," Journal of Financial Economics, Elsevier, vol. 51(3), pages 371-406, March.
    23. Jay C. Hartzell & Laura T. Starks, 2003. "Institutional Investors and Executive Compensation," Journal of Finance, American Finance Association, vol. 58(6), pages 2351-2374, December.
    24. George P. Baker & Brian J. Hall, 2004. "CEO Incentives and Firm Size," Journal of Labor Economics, University of Chicago Press, vol. 22(4), pages 767-798, October.
    25. Harrison Hong & Jeffrey D. Kubik, 2003. "Analyzing the Analysts: Career Concerns and Biased Earnings Forecasts," Journal of Finance, American Finance Association, vol. 58(1), pages 313-351, February.
    26. Cadman, Brian & Carter, Mary Ellen & Hillegeist, Stephen, 2010. "The incentives of compensation consultants and CEO pay," Journal of Accounting and Economics, Elsevier, vol. 49(3), pages 263-280, April.
    27. Richard M. Cyert & Sok-Hyon Kang & Praveen Kumar, 2002. "Corporate Governance, Takeovers, and Top-Management Compensation: Theory and Evidence," Management Science, INFORMS, vol. 48(4), pages 453-469, April.
    28. Bhattacharya, Nilabhra & Black, Ervin L. & Christensen, Theodore E. & Larson, Chad R., 2003. "Assessing the relative informativeness and permanence of pro forma earnings and GAAP operating earnings," Journal of Accounting and Economics, Elsevier, vol. 36(1-3), pages 285-319, December.
    29. Dechow, Patricia M. & Myers, Linda A. & Shakespeare, Catherine, 2010. "Fair value accounting and gains from asset securitizations: A convenient earnings management tool with compensation side-benefits," Journal of Accounting and Economics, Elsevier, vol. 49(1-2), pages 2-25, February.
    30. Healy, Paul M., 1985. "The effect of bonus schemes on accounting decisions," Journal of Accounting and Economics, Elsevier, vol. 7(1-3), pages 85-107, April.
    31. Burgstahler, David & Dichev, Ilia, 1997. "Earnings management to avoid earnings decreases and losses," Journal of Accounting and Economics, Elsevier, vol. 24(1), pages 99-126, December.
    32. Jennifer Francis & Katherine Schipper & Linda Vincent, 2003. "The Relative and Incremental Explanatory Power of Earnings and Alternative (to Earnings) Performance Measures for Returns," Contemporary Accounting Research, John Wiley & Sons, vol. 20(1), pages 121-164, March.
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    3. Ryan D. Guggenmos & Kristina Rennekamp & Kathy Rupar & Sean Wang, 2022. "The Relationship Between Non‐GAAP Earnings and Aggressive Estimates in Reported GAAP Numbers," Journal of Accounting Research, Wiley Blackwell, vol. 60(5), pages 1915-1945, December.
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    6. Sascha B. Herr & Peter Lorson & Jochen Pilhofer, 2022. "Alternative Performance Measures: A Structured Literature Review of Research in Academic and Professional Journals," Schmalenbach Journal of Business Research, Springer, vol. 74(3), pages 389-451, September.
    7. Mark Brosnan & Keith Duncan & Tim Hasso & Janice Hollindale, 2023. "Non‐GAAP earnings and executive compensation: An experiment," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 63(4), pages 4375-4398, December.

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