IDEAS home Printed from https://ideas.repec.org/a/bla/jbfnac/v34y2007i7-8p1073-1098.html
   My bibliography  Save this article

Across‐sample Incomparability of R2s and Additional Evidence on Value Relevance Changes Over Time

Author

Listed:
  • Zhaoyang Gu

Abstract

Given the increasing popularity of across‐sample R2 comparisons in accounting research, this paper illustrates why the regression R2s are incomparable across samples and the general nature of this problem. The regression residual dispersion with proper control for scale is proposed as the alternative measure of explanatory power for across‐sample comparisons. In market‐on‐accounting variable regressions, this measure can be conveniently interpreted as the degree of accounting‐based pricing errors and be used as a measure of value relevance of accounting information. As an application, the issue of over‐time value relevance changes is re‐visited. In contrast to prior mixed findings based on the R2 measure, a decline of value relevance since the early 1970s is robustly detected using the alternative measure.

Suggested Citation

  • Zhaoyang Gu, 2007. "Across‐sample Incomparability of R2s and Additional Evidence on Value Relevance Changes Over Time," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 34(7‐8), pages 1073-1098, September.
  • Handle: RePEc:bla:jbfnac:v:34:y:2007:i:7-8:p:1073-1098
    DOI: 10.1111/j.1468-5957.2007.02044.x
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/j.1468-5957.2007.02044.x
    Download Restriction: no

    File URL: https://libkey.io/10.1111/j.1468-5957.2007.02044.x?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
    ---><---

    References listed on IDEAS

    as
    1. Harris, Ts & Lang, M & Moller, Hp, 1994. "The Value Relevance Of German Accounting Measures - An Empirical-Analysis," Journal of Accounting Research, Wiley Blackwell, vol. 32(2), pages 187-209.
    2. Barth, Mary E. & Beaver, William H. & Landsman, Wayne R., 2001. "The relevance of the value relevance literature for financial accounting standard setting: another view," Journal of Accounting and Economics, Elsevier, vol. 31(1-3), pages 77-104, September.
    3. Core, John E. & Guay, Wayne R. & Buskirk, Andrew Van, 2003. "Market valuations in the New Economy: an investigation of what has changed," Journal of Accounting and Economics, Elsevier, vol. 34(1-3), pages 43-67, January.
    4. 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.
    5. Vuong, Quang H, 1989. "Likelihood Ratio Tests for Model Selection and Non-nested Hypotheses," Econometrica, Econometric Society, vol. 57(2), pages 307-333, March.
    6. Cramer, J. S., 1987. "Mean and variance of R2 in small and moderate samples," Journal of Econometrics, Elsevier, vol. 35(2-3), pages 253-266, July.
    7. Ball, Ray & Kothari, S. P. & Robin, Ashok, 2000. "Corrigendum to "The effect of international institutional factors on properties of accounting earnings"; [Journal of Accounting and Economics 29 (2000) 1-51]," Journal of Accounting and Economics, Elsevier, vol. 30(2), pages 241-241, October.
    8. Ali, A & Hwang, LS, 2000. "Country-specific factors related to financial reporting and the value relevance of accounting data," Journal of Accounting Research, Wiley Blackwell, vol. 38(1), pages 1-21.
    9. Ball, Ray & Kothari, S. P. & Robin, Ashok, 2000. "The effect of international institutional factors on properties of accounting earnings," Journal of Accounting and Economics, Elsevier, vol. 29(1), pages 1-51, February.
    10. Engel, Ellen & Hayes, Rachel M. & Wang, Xue, 2003. "CEO turnover and properties of accounting information," Journal of Accounting and Economics, Elsevier, vol. 36(1-3), pages 197-226, December.
    11. Brown, Stephen & Lo, Kin & Lys, Thomas, 1999. "Use of R2 in accounting research: measuring changes in value relevance over the last four decades," Journal of Accounting and Economics, Elsevier, vol. 28(2), pages 83-115, December.
    12. Holthausen, Robert W. & Watts, Ross L., 2001. "The relevance of the value-relevance literature for financial accounting standard setting," Journal of Accounting and Economics, Elsevier, vol. 31(1-3), pages 3-75, September.
    13. Lakonishok, Josef & Lev, Baruch, 1987. "Stock Splits and Stock Dividends: Why, Who, and When," Journal of Finance, American Finance Association, vol. 42(4), pages 913-932, September.
    14. Dechow, Patricia M., 1994. "Accounting earnings and cash flows as measures of firm performance : The role of accounting accruals," Journal of Accounting and Economics, Elsevier, vol. 18(1), pages 3-42, July.
    15. Ely, K & Waymire, G, 1999. "Accounting standard-setting organizations and earnings relevance: Longitudinal evidence from NYSE common stocks, 1927-93," Journal of Accounting Research, Wiley Blackwell, vol. 37(2), pages 293-317.
    16. Brown, Lawrence D. & Hagerman, Robert L. & Griffin, Paul A. & Zmijewski, Mark E., 1987. "Security analyst superiority relative to univariate time-series models in forecasting quarterly earnings," Journal of Accounting and Economics, Elsevier, vol. 9(1), pages 61-87, April.
    17. Guenther, David A. & Young, Danqing, 2000. "The association between financial accounting measures and real economic activity: a multinational study," Journal of Accounting and Economics, Elsevier, vol. 29(1), pages 53-72, February.
    18. Francis, J & Schipper, K, 1999. "Have financial statements lost their relevance?," Journal of Accounting Research, Wiley Blackwell, vol. 37(2), pages 319-352.
    19. Basu, Sudipta, 1997. "The conservatism principle and the asymmetric timeliness of earnings," Journal of Accounting and Economics, Elsevier, vol. 24(1), pages 3-37, December.
    20. Ball, Ray & Robin, Ashok & Wu, Joanna Shuang, 2003. "Incentives versus standards: properties of accounting income in four East Asian countries," Journal of Accounting and Economics, Elsevier, vol. 36(1-3), pages 235-270, December.
    21. McNichols, Maureen & Dravid, Ajay, 1990. "Stock Dividends, Stock Splits, and Signaling," Journal of Finance, American Finance Association, vol. 45(3), pages 857-879, July.
    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. Carmen- Alexandra BALTARIU, 2015. "The Current State Of Knowledge In The Value Relevance Research Field," SEA - Practical Application of Science, Romanian Foundation for Business Intelligence, Editorial Department, issue 7, pages 13-20, April.
    2. Igor Goncharov & Martin Jacob, 2014. "Why Do Countries Mandate Accrual Accounting for Tax Purposes?," Journal of Accounting Research, Wiley Blackwell, vol. 52(5), pages 1127-1163, December.
    3. Hamberg, Mattias & Beisland, Leif-Atle, 2014. "Changes in the value relevance of goodwill accounting following the adoption of IFRS 3," Journal of International Accounting, Auditing and Taxation, Elsevier, vol. 23(2), pages 59-73.
    4. Ioannis Tsalavoutas & Paul André & Lisa Evans, 2009. "Transition to IFRS and value relevance in a small but developed market: A look at Greek evidence," Post-Print halshs-00460532, HAL.
    5. Juana Aledo Martínez & Juan Manuel García Lara & María T. González Pérez & Christos A. Grambovas, 2020. "An empirical assessment of proposed solutions for resolving scale problems in value relevance accounting research," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 60(4), pages 3905-3933, December.
    6. Nesrine Klai & Abdelwahed Omri, 2013. "Corporate Board Characteristics and the Informativeness of Accounting Earnings: Evidence from Tunisia," International Journal of Financial Economics, Research Academy of Social Sciences, vol. 1(4), pages 133-142.
    7. Stuart Mestelman & Emad Mohammad & Mohamed Shehata, 2015. "The Convergence of IFRS and U.S. GAAP: Evidence from the SEC's Removal of Form 20‐F Reconciliations," Accounting Perspectives, John Wiley & Sons, vol. 14(3), pages 190-211, September.
    8. Houcine, Asma, 2017. "The effect of financial reporting quality on corporate investment efficiency: Evidence from the Tunisian stock market," Research in International Business and Finance, Elsevier, vol. 42(C), pages 321-337.
    9. Badenhorst, Wessel M. & Brümmer, Leon M. & de Wet, Johannes H.vH., 2015. "The value-relevance of disclosed summarised financial information of listed associates," Journal of International Accounting, Auditing and Taxation, Elsevier, vol. 24(C), pages 1-12.
    10. TsingZai C. Wu & Wan Ting Hsieh & Chun Chan Yu & Hsin Ti Chu, 2017. "Value relevance of financial statements in convergence with IFRS: analyses in the abnormal pricing error method," Applied Economics Letters, Taylor & Francis Journals, vol. 24(7), pages 490-493, April.
    11. Dobija, Dorota & Klimczak, Karol Marek, 2010. "Development of accounting in Poland: Market efficiency and the value relevance of reported earnings," The International Journal of Accounting, Elsevier, vol. 45(3), pages 356-374, September.
    12. Seyed Sajad Ebrahimi Rad & Zaini Embong & Norman Mohd-Saleh & Romlah Jaffar, 2016. "Financial Information Quality and Investment Efficiency: Evidence from Malaysia," Asian Academy of Management Journal of Accounting and Finance (AAMJAF), Penerbit Universiti Sains Malaysia, vol. 12(1), pages 129-151.
    13. Gjerde, Øystein & Knivsflå, Kjell & Sættem, Frode, 2011. "The value relevance of financial reporting in Norway 1965-2004," Scandinavian Journal of Management, Elsevier, vol. 27(1), pages 113-128, March.
    14. Wessel M. Badenhorst & Leon M. Brümmer & Johannes H.vH. de Wet, 2016. "Retracted: The Value‐relevance of Equity Accounted Carrying Amounts and Disclosed Fair Values of Listed Associates," Australian Accounting Review, CPA Australia, vol. 26(2), pages 177-189, June.
    15. Beisland, Leif Atle & Hamberg, Mattias, 2013. "Earnings sustainability, economic conditions and the value relevance of accounting information," Scandinavian Journal of Management, Elsevier, vol. 29(3), pages 314-324.
    16. Veith, Stefan & Werner, Jörg R., 2014. "Comparative Value Relevance Studies: Country Differences Versus Specification Effects," The International Journal of Accounting, Elsevier, vol. 49(3), pages 301-330.

    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. 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.
    2. Karampinis, Nikolaos I. & Hevas, Dimosthenis L., 2011. "Mandating IFRS in an Unfavorable Environment: The Greek Experience," The International Journal of Accounting, Elsevier, vol. 46(3), pages 304-332, September.
    3. Günther, Nina & Gegenfurtner, Bernhard & Kaserer, Christoph & Achleitner, Ann-Kristin, 2009. "International financial reporting standards and earnings Quality: the myth of voluntary vs. mandatory adoption," CEFS Working Paper Series 2009-09, Technische Universität München (TUM), Center for Entrepreneurial and Financial Studies (CEFS).
    4. Macías, Marta & Muiño, Flora, 2011. "Examining dual accounting systems in Europe," The International Journal of Accounting, Elsevier, vol. 46(1), pages 51-78, March.
    5. Mohamed Sellami, 2006. "Typologie des déterminants comptables de la valeur : Apports de l'approche économique de l'information dans la mesure de la valeur," Post-Print halshs-00558252, HAL.
    6. Igor Goncharov & Allan Hodgson, 2008. "Comprehensive Income In Europe: Valuation, Prediction And Conservative Issues," Annales Universitatis Apulensis Series Oeconomica, Faculty of Sciences, "1 Decembrie 1918" University, Alba Iulia, vol. 1(10), pages 1-1.
    7. Gjerde, Øystein & Knivsflå, Kjell & Sættem, Frode, 2011. "The value relevance of financial reporting in Norway 1965-2004," Scandinavian Journal of Management, Elsevier, vol. 27(1), pages 113-128, March.
    8. Goncharov, Igor & Werner, Joerg R. & Zimmermann, Jochen, 2009. "Legislative demands and economic realities: Company and group accounts compared," The International Journal of Accounting, Elsevier, vol. 44(4), pages 334-362, December.
    9. Tsalavoutas, Ioannis & André, Paul & Evans, Lisa, 2012. "The transition to IFRS and the value relevance of financial statements in Greece," The British Accounting Review, Elsevier, vol. 44(4), pages 262-277.
    10. Palea Vera, 2013. "Capital Market Effects of the IFRS Adoption for Separate Financial Statements: Evidence from the Italian Stock Market," Department of Economics and Statistics Cognetti de Martiis. Working Papers 201309, University of Turin.
    11. 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.
    12. Ioannis Tsalavoutas & Paul André & Lisa Evans, 2009. "Transition to IFRS and value relevance in a small but developed market: A look at Greek evidence," Post-Print halshs-00460532, HAL.
    13. Devalle, Alain & Magarini, Riccardo & Onali, Enrico, 2009. "Assessing the Value Relevance of Accounting Data After the Introduction of IFRS in Europe," MPRA Paper 56174, University Library of Munich, Germany, revised 08 Oct 2009.
    14. Lang, Mark & Smith Raedy, Jana & Wilson, Wendy, 2006. "Earnings management and cross listing: Are reconciled earnings comparable to US earnings?," Journal of Accounting and Economics, Elsevier, vol. 42(1-2), pages 255-283, October.
    15. Lang, Mark & Raedy, Jana Smith & Wilson, Wendy, 2005. "Earnings Management and Cross Listing: Are Reconciled Earnings Comparable to US Earnings?," Working Papers 05-3, University of Pennsylvania, Wharton School, Weiss Center.
    16. Keryn Chalmers & Greg Clinch & Jayne M Godfrey, 2011. "Changes in value relevance of accounting information upon IFRS adoption: Evidence from Australia," Australian Journal of Management, Australian School of Business, vol. 36(2), pages 151-173, August.
    17. 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.
    18. Kothari, S. P., 2001. "Capital markets research in accounting," Journal of Accounting and Economics, Elsevier, vol. 31(1-3), pages 105-231, September.
    19. Karampinis N. & Hevas D., 2009. "The Effect of the Mandatory Application of IFRS on the Value Relevance of Accounting Data: Some Evidence from Greece," European Research Studies Journal, European Research Studies Journal, vol. 0(1), pages 73-100.
    20. Todd A. Gormley & Bong Hwan Kim & Xiumin Martin, 2012. "Do Firms Adjust Their Timely Loss Recognition in Response to Changes in the Banking Industry?," Journal of Accounting Research, Wiley Blackwell, vol. 50(1), pages 159-196, March.

    More about this item

    Statistics

    Access and download statistics

    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:bla:jbfnac:v:34:y:2007:i:7-8:p:1073-1098. 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: Wiley Content Delivery (email available below). General contact details of provider: http://www.blackwellpublishing.com/journal.asp?ref=0306-686X .

    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.