IDEAS home Printed from https://ideas.repec.org/a/spr/reaccs/v24y2019i4d10.1007_s11142-019-09514-y.html
   My bibliography  Save this article

Key performance indicators as supplements to earnings: Incremental informativeness, demand factors, measurement issues, and properties of their forecasts

Author

Listed:
  • Dan Givoly

    (Pennsylvania State University)

  • Yifan Li

    (San Francisco State University)

  • Ben Lourie

    (University of California-Irvine)

  • Alexander Nekrasov

    (University of Illinois at Chicago)

Abstract

The documented decline in the information content of earnings numbers has paralleled the emergence of disclosures, mostly voluntary, of industry-specific key performance indicators (KPIs). We find that the incremental information content conveyed by KPI news is significant for many KPIs yet diminished when details about the computation of the KPI are absent or when the computation changes over time. Consistent with analysts responding to investor information demand, we find that analysts are more likely to produce forecasts for a KPI when that KPI has more information content and when earnings are less informative. We also analyze the properties of analysts’ KPI forecasts and find that KPI forecasts are more accurate than mechanical forecasts and their accuracy exceeds that of earnings forecasts. Our study contributes to the literature on the information content of KPIs as well as research on the properties of analysts’ forecasts. We provide evidence on whether and how to regulate voluntary disclosures.

Suggested Citation

  • Dan Givoly & Yifan Li & Ben Lourie & Alexander Nekrasov, 2019. "Key performance indicators as supplements to earnings: Incremental informativeness, demand factors, measurement issues, and properties of their forecasts," Review of Accounting Studies, Springer, vol. 24(4), pages 1147-1183, December.
  • Handle: RePEc:spr:reaccs:v:24:y:2019:i:4:d:10.1007_s11142-019-09514-y
    DOI: 10.1007/s11142-019-09514-y
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11142-019-09514-y
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s11142-019-09514-y?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Ittner, CD & Larcker, DF, 1998. "Are nonfinancial measures leading indicators of financial performance? An analysis of customer satisfaction," Journal of Accounting Research, Wiley Blackwell, vol. 36, pages 1-35.
    2. S.P. Kothari & Eric So & Rodrigo Verdi, 2016. "Analysts’ Forecasts and Asset Pricing: A Survey," Annual Review of Financial Economics, Annual Reviews, vol. 8(1), pages 197-219, October.
    3. Amir, Eli & Lev, Baruch, 1996. "Value-relevance of nonfinancial information: The wireless communications industry," Journal of Accounting and Economics, Elsevier, vol. 22(1-3), pages 3-30, October.
    4. Bartov, Eli & Givoly, Dan & Hayn, Carla, 2002. "The rewards to meeting or beating earnings expectations," Journal of Accounting and Economics, Elsevier, vol. 33(2), pages 173-204, June.
    5. Francis, J & Schipper, K, 1999. "Have financial statements lost their relevance?," Journal of Accounting Research, Wiley Blackwell, vol. 37(2), pages 319-352.
    6. DeFond, Mark L. & Hung, Mingyi, 2003. "An empirical analysis of analysts' cash flow forecasts," Journal of Accounting and Economics, Elsevier, vol. 35(1), pages 73-100, April.
    7. Paul M. Healy & Amy P. Hutton & Krishna G. Palepu, 1999. "Stock Performance and Intermediation Changes Surrounding Sustained Increases in Disclosure," Contemporary Accounting Research, John Wiley & Sons, vol. 16(3), pages 485-520, September.
    8. Asher B. Curtis & Russell J. Lundholm & Sarah E. Mcvay, 2014. "Forecasting Sales: A Model and Some Evidence from the Retail Industry," Contemporary Accounting Research, John Wiley & Sons, vol. 31(2), pages 581-608, June.
    9. Lawrence D. Brown, 2001. "A Temporal Analysis of Earnings Surprises: Profits versus Losses," Journal of Accounting Research, Wiley Blackwell, vol. 39(2), pages 221-241, September.
    10. Fried, Dov & Givoly, Dan, 1982. "Financial analysts' forecasts of earnings : A better surrogate for market expectations," Journal of Accounting and Economics, Elsevier, vol. 4(2), pages 85-107, October.
    11. Givoly, Dan & Hayn, Carla, 2000. "The changing time-series properties of earnings, cash flows and accruals: Has financial reporting become more conservative?," Journal of Accounting and Economics, Elsevier, vol. 29(3), pages 287-320, June.
    12. Scott Richardson & Siew Hong Teoh & Peter D. Wysocki, 2004. "The Walk†down to Beatable Analyst Forecasts: The Role of Equity Issuance and Insider Trading Incentives," Contemporary Accounting Research, John Wiley & Sons, vol. 21(4), pages 885-924, December.
    13. Lev, B & Zarowin, P, 1999. "The boundaries of financial reporting and how to extend them," Journal of Accounting Research, Wiley Blackwell, vol. 37(2), pages 353-385.
    14. Shivaram Rajgopal & Mohan Venkatachalam & Suresh Kotha, 2003. "The Value Relevance of Network Advantages: The Case of E–Commerce Firms," Journal of Accounting Research, Wiley Blackwell, vol. 41(1), pages 135-162, March.
    15. Collins, Daniel W. & Maydew, Edward L. & Weiss, Ira S., 1997. "Changes in the value-relevance of earnings and book values over the past forty years," Journal of Accounting and Economics, Elsevier, vol. 24(1), pages 39-67, December.
    16. John C. Easterwood & Stacey R. Nutt, 1999. "Inefficiency in Analysts' Earnings Forecasts: Systematic Misreaction or Systematic Optimism?," Journal of Finance, American Finance Association, vol. 54(5), pages 1777-1797, October.
    17. Osnat Israeli, 2007. "A Shapley-based decomposition of the R-Square of a linear regression," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 5(2), pages 199-212, August.
    18. Shevlin, Terry, 1996. "The value-relevance of nonfinancial information: A discussion," Journal of Accounting and Economics, Elsevier, vol. 22(1-3), pages 31-42, October.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. John R. M. Hand & Henry Laurion & Alastair Lawrence & Nicholas Martin, 2022. "Explaining firms’ earnings announcement stock returns using FactSet and I/B/E/S data feeds," Review of Accounting Studies, Springer, vol. 27(4), pages 1389-1420, December.
    2. Peter F. Pope & Tong Wang, 2023. "Analyst ability and research effort: non-EPS forecast provision as a research quality signal," Review of Accounting Studies, Springer, vol. 28(3), pages 1263-1315, September.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Ramnath, Sundaresh & Rock, Steve & Shane, Philip, 2008. "The financial analyst forecasting literature: A taxonomy with suggestions for further research," International Journal of Forecasting, Elsevier, vol. 24(1), pages 34-75.
    2. Rajgopal, Shiva & Venkatachalam, Mohan, 2011. "Financial reporting quality and idiosyncratic return volatility," Journal of Accounting and Economics, Elsevier, vol. 51(1), pages 1-20.
    3. Rajgopal, Shiva & Venkatachalam, Mohan, 2011. "Financial reporting quality and idiosyncratic return volatility," Journal of Accounting and Economics, Elsevier, vol. 51(1-2), pages 1-20, February.
    4. Koji Ota, 2010. "The Value Relevance of Management Forecasts and Their Impact on Analysts' Forecasts: Empirical Evidence From Japan," Abacus, Accounting Foundation, University of Sydney, vol. 46(1), pages 28-59, March.
    5. Kothari, S. P., 2001. "Capital markets research in accounting," Journal of Accounting and Economics, Elsevier, vol. 31(1-3), pages 105-231, September.
    6. Dan Givoly & Carla Hayn & Sharon Katz, 2017. "The changing relevance of accounting information to debt holders over time," Review of Accounting Studies, Springer, vol. 22(1), pages 64-108, March.
    7. Yoshie Saito, 2012. "The demand for accounting information: young NASDAQ listings versus S&P 500 NYSE listings," Review of Quantitative Finance and Accounting, Springer, vol. 38(2), pages 149-175, February.
    8. Heather Anderson & Howard Chan & Robert Faff & Yew Kee Ho, 2012. "Reported earnings and analyst forecasts as competing sources of information: A new approach," Australian Journal of Management, Australian School of Business, vol. 37(3), pages 333-359, December.
    9. Kannan, Yezen & Khallaf, Ashraf & Gleason, Kimberly & Bostan, Ibrahim, 2023. "The relationship between R&D intensity, conservatism, and management earnings forecast issuance," Advances in accounting, Elsevier, vol. 62(C).
    10. Healy, Paul M. & Palepu, Krishna G., 2001. "Information asymmetry, corporate disclosure, and the capital markets: A review of the empirical disclosure literature," Journal of Accounting and Economics, Elsevier, vol. 31(1-3), pages 405-440, September.
    11. Zéghal, Daniel & Maaloul, Anis, 2011. "The accounting treatment of intangibles – A critical review of the literature," Accounting forum, Elsevier, vol. 35(4), pages 262-274.
    12. Srivastava, Anup, 2014. "Why have measures of earnings quality changed over time?," Journal of Accounting and Economics, Elsevier, vol. 57(2), pages 196-217.
    13. Helena Isidro & José G. Dias, 2017. "Earnings quality and the heterogeneous relation between earnings and stock returns," Review of Quantitative Finance and Accounting, Springer, vol. 49(4), pages 1143-1165, November.
    14. Dechow, Patricia & Ge, Weili & Schrand, Catherine, 2010. "Understanding earnings quality: A review of the proxies, their determinants and their consequences," Journal of Accounting and Economics, Elsevier, vol. 50(2-3), pages 344-401, December.
    15. Dickinson, Victoria & Kassa, Haimanot & Schaberl, Philipp D., 2018. "What information matters to investors at different stages of a firm's life cycle?," Advances in accounting, Elsevier, vol. 42(C), pages 22-33.
    16. Barua, Abhijit & Kim, Jung Hoon & Yi, Sheng, 2019. "Hierarchy of earnings thresholds based on discretionary accruals," Advances in accounting, Elsevier, vol. 44(C), pages 29-48.
    17. Jian Cao & Indrarini Laksmana, 2010. "The effect of capital market pressures on the association between R&D spending and CEO option compensation," Review of Quantitative Finance and Accounting, Springer, vol. 34(2), pages 273-300, February.
    18. Neeraj J. Gupta & Joseph Golec, 2012. "Do Investors Use Customer Metrics To Value High Growth Service Firms?," The International Journal of Business and Finance Research, The Institute for Business and Finance Research, vol. 6(2), pages 1-19.
    19. Ruch, George W. & Taylor, Gary, 2015. "Accounting conservatism: A review of the literature," Journal of Accounting Literature, Elsevier, vol. 34(C), pages 17-38.
    20. Schaberl, Philipp D., 2016. "Beyond accounting and back: An empirical examination of the relative relevance of earnings and “other” information," Advances in accounting, Elsevier, vol. 35(C), pages 98-113.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:reaccs:v:24:y:2019:i:4:d:10.1007_s11142-019-09514-y. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.