IDEAS home Printed from https://ideas.repec.org/p/pra/mprapa/64265.html
   My bibliography  Save this paper

Sins of Omission in Value Relevance Empirical Studies

Author

Listed:
  • Onali, Enrico
  • Ginesti, Gianluca

Abstract

We contribute to the value relevance literature by investigating critical methodological deficiencies emerged in past and current empirical research. Using Monte Carlo simulations calibrated on the basis of the statistical properties of market and accounting data for a large sample of European listed companies, we are the first to document and quantify the effects of neglecting the lag of stock price as an explanatory variable in the conventional approach for estimating price level regressions. We demonstrate that for European listed companies this is an important source of omitted variable bias and the extent of such bias increases as the autocorrelation coefficient for stock price and the explanatory variables increases. We show that using alternative specifications which deflate the accounting variables by the lag of stock price, commonly employed in the accounting literature, can lead to high over-rejection rates. Our findings are relevant for the interpretation of most of the empirical studies on the impact of IFRS on value relevance in Europe.

Suggested Citation

  • Onali, Enrico & Ginesti, Gianluca, 2015. "Sins of Omission in Value Relevance Empirical Studies," MPRA Paper 64265, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:64265
    as

    Download full text from publisher

    File URL: https://mpra.ub.uni-muenchen.de/64265/1/MPRA_paper_64265.pdf
    File Function: original version
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. 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.
    2. Mary E. Barth & Wayne R. Landsman & Mark H. Lang, 2008. "International Accounting Standards and Accounting Quality," Journal of Accounting Research, Wiley Blackwell, vol. 46(3), pages 467-498, June.
    3. 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.
    4. Mary E. Barth & Greg Clinch, 2009. "Scale Effects in Capital Markets-Based Accounting Research," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 36(3-4), pages 253-288.
    5. Mariarosaria Agostino & Danilo Drago & Damiano Silipo, 2011. "The value relevance of IFRS in the European banking industry," Review of Quantitative Finance and Accounting, Springer, vol. 36(3), pages 437-457, April.
    6. David Roodman, 2009. "A Note on the Theme of Too Many Instruments," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 71(1), pages 135-158, February.
    7. Stephen Bond, 2002. "Dynamic panel data models: a guide to microdata methods and practice," CeMMAP working papers CWP09/02, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    8. David Roodman, 2009. "How to do xtabond2: An introduction to difference and system GMM in Stata," Stata Journal, StataCorp LP, vol. 9(1), pages 86-136, March.
    9. David Aboody & John Hughes & Jing Liu, 2002. "Measuring Value Relevance in a (Possibly) Inefficient Market," Journal of Accounting Research, Wiley Blackwell, vol. 40(4), pages 965-986, September.
    10. 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.
    11. Alok Bhargava, 2010. "An econometric analysis of dividends and share repurchases by US firms," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 173(3), pages 631-656, July.
    12. Dechow, Patricia M. & Hutton, Amy P. & Sloan, Richard G., 1999. "An empirical assessment of the residual income valuation model1," Journal of Accounting and Economics, Elsevier, vol. 26(1-3), pages 1-34, January.
    13. James H. Stock & Mark W. Watson, 2008. "Heteroskedasticity-Robust Standard Errors for Fixed Effects Panel Data Regression," Econometrica, Econometric Society, vol. 76(1), pages 155-174, January.
    14. Christensen, Hans B. & Hail, Luzi & Leuz, Christian, 2013. "Mandatory IFRS reporting and changes in enforcement," Journal of Accounting and Economics, Elsevier, vol. 56(2), pages 147-177.
    15. Easton, PD, 1998. "Discussion of revalued financial, tangible, and intangible assets: Association with share prices and non-market-based value estimates," Journal of Accounting Research, Wiley Blackwell, vol. 36, pages 235-247.
    16. Lev, B, 1989. "On The Usefulness Of Earnings And Earnings Research - Lessons And Directions From 2 Decades Of Empirical-Research," Journal of Accounting Research, Wiley Blackwell, vol. 27, pages 153-192.
    17. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    18. Stephen R. Bond, 2002. "Dynamic panel data models: a guide to micro data methods and practice," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 1(2), pages 141-162, August.
    19. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    20. David Roodman, 2006. "How to Do xtabond2," North American Stata Users' Group Meetings 2006 8, Stata Users Group.
    21. 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.
    22. Gjerde, Øystein & Knivsflå, Kjell Henry & Sættem, Frode, 2008. "The Value-Relevance of Adopting IFRS: Evidence from 145 NGAAP Restatements," Discussion Papers 2008/21, Norwegian School of Economics, Department of Business and Management Science.
    23. 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.
    24. Kothari, S. P. & Zimmerman, Jerold L., 1995. "Price and return models," Journal of Accounting and Economics, Elsevier, vol. 20(2), pages 155-192, September.
    25. Gjerde, Øystein & Knivsflå, Kjell & Sættem, Frode, 2008. "The value-relevance of adopting IFRS: Evidence from 145 NGAAP restatements," Journal of International Accounting, Auditing and Taxation, Elsevier, vol. 17(2), pages 92-112.
    26. Joseph Aharony & Ran Barniv & Haim Falk, 2010. "The Impact of Mandatory IFRS Adoption on Equity Valuation of Accounting Numbers for Security Investors in the EU," European Accounting Review, Taylor & Francis Journals, vol. 19(3), pages 535-578.
    27. Nickell, Stephen J, 1981. "Biases in Dynamic Models with Fixed Effects," Econometrica, Econometric Society, vol. 49(6), pages 1417-1426, November.
    28. Ana Isabel Morais & José Dias Curto, 2009. "Mandatory Adoption of IASB Standards: Value Relevance and Country-Specific Factors," Australian Accounting Review, CPA Australia, vol. 19(2), pages 128-143, June.
    29. Elisabeth Dedman & Sulaiman Mouselli & Yun Shen & Andrew W. Stark, 2009. "Accounting, Intangible Assets, Stock Market Activity, and Measurement and Disclosure Policy—Views From the U.K," Abacus, Accounting Foundation, University of Sydney, vol. 45(3), pages 312-341, September.
    30. Mary E. Barth & Sanjay Kallapur, 1996. "The Effects of Cross†Sectional Scale Differences on Regression Results in Empirical Accounting Research," Contemporary Accounting Research, John Wiley & Sons, vol. 13(2), pages 527-567, September.
    31. Mary E. Barth & Wayne R. Landsman & Danqing Young & Zili Zhuang, 2014. "Relevance of Differences between Net Income based on IFRS and Domestic Standards for European Firms," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 41(3-4), pages 297-327, April.
    32. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    33. Windmeijer, Frank, 2005. "A finite sample correction for the variance of linear efficient two-step GMM estimators," Journal of Econometrics, Elsevier, vol. 126(1), pages 25-51, May.
    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. Marek Gruszczynski & Rafal Bilicz & Monika Kubik-Kwiatkowska & Aleksander Pernach, 2016. "Value relevance of companies' financial statements in Poland," KAE Working Papers 2016-014, Warsaw School of Economics, Collegium of Economic Analysis.

    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. Scott, K. Rebecca, 2015. "Demand and price uncertainty: Rational habits in international gasoline demand," Energy, Elsevier, vol. 79(C), pages 40-49.
    2. Juan Federico & Joan-Lluis Capelleras, 2015. "The heterogeneous dynamics between growth and profits: the case of young firms," Small Business Economics, Springer, vol. 44(2), pages 231-253, February.
    3. Scott, K. Rebecca, 2011. "Demand and Price Volatility: Rational Habits in International Gasoline Demand," Department of Agricultural & Resource Economics, UC Berkeley, Working Paper Series qt2q87432b, Department of Agricultural & Resource Economics, UC Berkeley.
    4. Roberto Dell'Anno & Adalgiso Amendola, 2015. "Social Exclusion and Economic Growth: An Empirical Investigation in European Economies," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 61(2), pages 274-301, June.
    5. Mohcine Bakhat & José M. Labeaga & Xavier Labandeira & Xiral Lñpez, 2013. "Economic Crisis and Elasticities of Car Fuels: Evidence for Spain," Working Papers fa15-2013, Economics for Energy.
    6. Onali, Enrico & Ginesti, Gianluca & Vasilakis, Chrysovalantis, 2017. "How should we estimate value-relevance models? Insights from European data," The British Accounting Review, Elsevier, vol. 49(5), pages 460-473.
    7. Bakhat, Mohcine & Labandeira, Xavier & Labeaga, José M. & López-Otero, Xiral, 2017. "Elasticities of transport fuels at times of economic crisis: An empirical analysis for Spain," Energy Economics, Elsevier, vol. 68(S1), pages 66-80.
    8. Möller Joachim & Tubadji Annie, 2009. "The Creative Class, Bohemians and Local Labor Market Performance: A Micro-data Panel Study for Germany 1975–2004," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 229(2-3), pages 270-291, April.
    9. Martin Andersson & Hans Lööf, 2011. "Agglomeration and productivity: evidence from firm-level data," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 46(3), pages 601-620, June.
    10. Mateo Zokalj, 2016. "The impact of population aging on public finance in the European Union," Financial Theory and Practice, Institute of Public Finance, vol. 40(4), pages 383-412.
    11. Cavallo, Alberto F. & Cavallo, Eduardo A., 2010. "Are crises good for long-term growth? The role of political institutions," Journal of Macroeconomics, Elsevier, vol. 32(3), pages 838-857, September.
    12. Armey, Laura E. & McNab, Robert M., 2018. "Expenditure decentralization and natural resources," The Quarterly Review of Economics and Finance, Elsevier, vol. 70(C), pages 52-61.
    13. Tsun Se Cheong & Yanrui Wu, 2013. "Globalization and Regional Inequality," Economics Discussion / Working Papers 13-10, The University of Western Australia, Department of Economics.
    14. Ünal Töngür & Adem Yavuz Elveren, 2017. "The nexus of economic growth, military expenditures, and income inequality," Quality & Quantity: International Journal of Methodology, Springer, vol. 51(4), pages 1821-1842, July.
    15. Briglauer, Wolfgang, 2014. "The impact of regulation and competition on the migration from old to new communications infrastructure: Recent evidence from EU27 member states," ZEW Discussion Papers 14-085, ZEW - Leibniz Centre for European Economic Research.
    16. Charles Mawusi, 2021. "Economic Uncertainty and Remittances to Developing Economies: A System GMM Approach," Working Papers hal-03147813, HAL.
    17. Herbert Walther & Alfred Stiassny, 2013. "International Comparisons of Household Saving Rates and Hidden Income," Department of Economics Working Papers wuwp148, Vienna University of Economics and Business, Department of Economics.
    18. Grundmann, Rainer & Gries, Thomas, 2015. "Crucial for Modern Sector Development? The Role of Exports and Institutions in Developing Countries," VfS Annual Conference 2015 (Muenster): Economic Development - Theory and Policy 112962, Verein für Socialpolitik / German Economic Association.
    19. Mustapha Sadni Jallab & Monnet Benoît Patrick Gbakou & René Sandretto, 2008. "Foreign Direct Investment, Macroeconomic Instability And Economic Growth in MENA Countries," Working Papers 0817, Groupe d'Analyse et de Théorie Economique Lyon St-Étienne (GATE Lyon St-Étienne), Université de Lyon.
    20. Walther, Herbert & Stiassny, Alfred, 2013. "International Comparisons of Household Saving Rates and Hidden Income," Department of Economics Working Paper Series 148, WU Vienna University of Economics and Business.

    More about this item

    Keywords

    Value relevance; Linear Information Model; IFRS; Monte Carlo simulations; Price Regression Mode; Panel data models;
    All these keywords.

    JEL classification:

    • C1 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General
    • G1 - Financial Economics - - General Financial Markets

    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:pra:mprapa:64265. 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: Joachim Winter (email available below). General contact details of provider: https://edirc.repec.org/data/vfmunde.html .

    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.