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The information content of real operating performance measures from the airline industry

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  • Borochin, Paul

Abstract

I use daily passenger flight delay data for all publicly held domestic US airlines from 1996 to 2016 to answer fundamental questions about the efficiency of market participants, accounting measures, and analysts in assessing the firm's real operating performance. Airline performance is priced in the cross-section of cumulative market- and industry-adjusted returns, with significant drift. Quarterly aggregates of performance predict post-earnings announcement drift. The sensitivity of individual airline operations to those of the entire industry, measured using a beta approach, carries a negative premium consistent with systemic operating risk being a liability rather than a positively priced risk factor with implications for the accounting beta literature. Return on sales reflects the quarter's real operating performance better than other common ROA measures, contributing to the measure selection literature.

Suggested Citation

  • Borochin, Paul, 2020. "The information content of real operating performance measures from the airline industry," Journal of Financial Markets, Elsevier, vol. 50(C).
  • Handle: RePEc:eee:finmar:v:50:y:2020:i:c:s1386418119303581
    DOI: 10.1016/j.finmar.2019.100528
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    1. Huizinga, Harry & Laeven, Luc, 2012. "Bank valuation and accounting discretion during a financial crisis," Journal of Financial Economics, Elsevier, vol. 106(3), pages 614-634.
    2. Morse, D, 1981. "Price And Trading Volume Reaction Surrounding Earnings Announcements - A Closer Examination," Journal of Accounting Research, Wiley Blackwell, vol. 19(2), pages 374-383.
    3. Froot, Kenneth & Kang, Namho & Ozik, Gideon & Sadka, Ronnie, 2017. "What do measures of real-time corporate sales say about earnings surprises and post-announcement returns?," Journal of Financial Economics, Elsevier, vol. 125(1), pages 143-162.
    4. Beaver, William & Manegold, James, 1975. "The Association between Market-Determined and Accounting-Determined Measures of Systematic Risk: Some Further Evidence," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 10(2), pages 231-284, June.
    5. Poitras, Geoffrey, 1994. "Shareholder wealth maximization, business ethics and social responsibility," MPRA Paper 113221, University Library of Munich, Germany.
    6. Shan Lan & John-Paul Clarke & Cynthia Barnhart, 2006. "Planning for Robust Airline Operations: Optimizing Aircraft Routings and Flight Departure Times to Minimize Passenger Disruptions," Transportation Science, INFORMS, vol. 40(1), pages 15-28, February.
    7. Joshua Livnat & Richard R. Mendenhall, 2006. "Comparing the Post–Earnings Announcement Drift for Surprises Calculated from Analyst and Time Series Forecasts," Journal of Accounting Research, Wiley Blackwell, vol. 44(1), pages 177-205, March.
    8. Wagenhofer, Alfred, 1990. "Voluntary disclosure with a strategic opponent," Journal of Accounting and Economics, Elsevier, vol. 12(4), pages 341-363, March.
    9. Ball, R & Brown, P, 1969. "Portfolio Theory And Accounting," Journal of Accounting Research, Wiley Blackwell, vol. 7(2), pages 300-323.
    10. Hill, Ned C. & Stone, Bernell K., 1980. "Accounting Betas, Systematic Operating Risk, and Financial Leverage: A Risk-Composition Approach to the Determinants of Systematic Risk," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 15(3), pages 595-637, September.
    11. Erik Lie, 2001. "Detecting Abnormal Operating Performance: Revisited," Financial Management, Financial Management Association, vol. 30(2), Summer.
    12. Brown, Stephen J. & Warner, Jerold B., 1985. "Using daily stock returns : The case of event studies," Journal of Financial Economics, Elsevier, vol. 14(1), pages 3-31, March.
    13. 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.
    14. Barber, Brad M. & Lyon, John D., 1996. "Detecting abnormal operating performance: The empirical power and specification of test statistics," Journal of Financial Economics, Elsevier, vol. 41(3), pages 359-399, July.
    15. Michelle Dunbar & Gary Froyland & Cheng-Lung Wu, 2012. "Robust Airline Schedule Planning: Minimizing Propagated Delay in an Integrated Routing and Crewing Framework," Transportation Science, INFORMS, vol. 46(2), pages 204-216, May.
    16. Gary D. Eppen & R. Kipp Martin, 1988. "Determining Safety Stock in the Presence of Stochastic Lead Time and Demand," Management Science, INFORMS, vol. 34(11), pages 1380-1390, November.
    17. Newey, Whitney & West, Kenneth, 2014. "A simple, positive semi-definite, heteroscedasticity and autocorrelation consistent covariance matrix," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 33(1), pages 125-132.
    18. Chambers, Ae & Penman, Sh, 1984. "Timeliness Of Reporting And The Stock-Price Reaction To Earnings Announcements," Journal of Accounting Research, Wiley Blackwell, vol. 22(1), pages 21-47.
    19. Fama, Eugene F & MacBeth, James D, 1973. "Risk, Return, and Equilibrium: Empirical Tests," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 607-636, May-June.
    20. A. Craig MacKinlay, 1997. "Event Studies in Economics and Finance," Journal of Economic Literature, American Economic Association, vol. 35(1), pages 13-39, March.
    21. Freeman, Robert N., 1987. "The association between accounting earnings and security returns for large and small firms," Journal of Accounting and Economics, Elsevier, vol. 9(2), pages 195-228, July.
    22. Ball, Ray & Gerakos, Joseph & Linnainmaa, Juhani T. & Nikolaev, Valeri V., 2015. "Deflating profitability," Journal of Financial Economics, Elsevier, vol. 117(2), pages 225-248.
    23. Jay M. Rosenberger & Ellis L. Johnson & George L. Nemhauser, 2003. "Rerouting Aircraft for Airline Recovery," Transportation Science, INFORMS, vol. 37(4), pages 408-421, November.
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    More about this item

    Keywords

    Market efficiency; Operating performance measures; Return predictability;
    All these keywords.

    JEL classification:

    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading
    • M41 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Accounting - - - Accounting

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