Advanced Search
MyIDEAS: Login

On the use of instrumental variables in accounting research

Contents:

Author Info

  • Larcker, David F.
  • Rusticus, Tjomme O.
Registered author(s):

    Abstract

    Instrumental variable (IV) methods are commonly used in accounting research (e.g., earnings management, corporate governance, executive compensation, and disclosure research) when the regressor variables are endogenous. While IV estimation is the standard textbook solution to mitigating endogeneity problems, the appropriateness of IV methods in typical accounting research settings is not obvious. Drawing on recent advances in statistics and econometrics, we identify conditions under which IV methods are preferred to OLS estimates and propose a series of tests for research studies employing IV methods. We illustrate these ideas by examining the relation between corporate disclosure and the cost of capital.

    Download Info

    If you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.
    File URL: http://www.sciencedirect.com/science/article/B6V87-4XSTD07-2/2/8b249a5b8d8d363ee5d7b7b098ac0540
    Download Restriction: Full text for ScienceDirect subscribers only

    As the access to this document is restricted, you may want to look for a different version under "Related research" (further below) or search for a different version of it.

    Bibliographic Info

    Article provided by Elsevier in its journal Journal of Accounting and Economics.

    Volume (Year): 49 (2010)
    Issue (Month): 3 (April)
    Pages: 186-205

    as in new window
    Handle: RePEc:eee:jaecon:v:49:y:2010:i:3:p:186-205

    Contact details of provider:
    Web page: http://www.elsevier.com/locate/jae

    Related research

    Keywords: Endogeneity Instrumental variables Disclosure Cost of capital;

    References

    References listed on IDEAS
    Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
    as in new window
    1. Hanlon, Michelle & Rajgopal, Shivaram & Shevlin, Terry, 2003. "Are executive stock options associated with future earnings?," Journal of Accounting and Economics, Elsevier, vol. 36(1-3), pages 3-43, December.
    2. DiPrete, Thomas A. & Gangl, Markus, 2004. "Assessing bias in the estimation of causal effects: Rosenbaum bounds on matching estimators and instrumental variables estimation with imperfect instruments," Discussion Papers, Research Unit: Labor Market Policy and Employment SP I 2004-101, Social Science Research Center Berlin (WZB).
    3. James J. Heckman, 1977. "Dummy Endogenous Variables in a Simultaneous Equation System," NBER Working Papers 0177, National Bureau of Economic Research, Inc.
    4. Hausman, Jerry A, 1978. "Specification Tests in Econometrics," Econometrica, Econometric Society, vol. 46(6), pages 1251-71, November.
    5. Nelson, Charles R & Startz, Richard, 1990. "Some Further Results on the Exact Small Sample Properties of the Instrumental Variable Estimator," Econometrica, Econometric Society, vol. 58(4), pages 967-76, July.
    6. Nelson, C. & Startz, R., 1988. "The Distribution Of The Instrumental Variables Estimator And Its T-Ratio When The Instrument Is A Poor One," Working Papers 88-07, University of Washington, Department of Economics.
    7. Zivot, E & Startz, R & Nelson, C-R, 1997. "Valid Confidence Intervals and Inference in the Presence of Weak Instruments," Discussion Papers in Economics at the University of Washington 97-17, Department of Economics at the University of Washington.
    8. Joseph Weber & Michael Willenborg, 2003. "Do Expert Informational Intermediaries Add Value? Evidence from Auditors in Microcap Initial Public Offerings," Journal of Accounting Research, Wiley Blackwell, vol. 41(4), pages 681-720, 09.
    9. Luzi Hail, 2002. "The impact of voluntary corporate disclosures on the ex-ante cost of capital for Swiss firms," European Accounting Review, Taylor & Francis Journals, vol. 11(4), pages 741-773.
    10. Heckman, James J, 1979. "Sample Selection Bias as a Specification Error," Econometrica, Econometric Society, vol. 47(1), pages 153-61, January.
    11. Steven M. Shugan, 2004. "Endogeneity in Marketing Decision Models," Marketing Science, INFORMS, vol. 23(1), pages 1-3.
    12. Mary Margaret Frank, 2002. "The Impact of Taxes on Corporate Defined Benefit Plan Asset Allocation," Journal of Accounting Research, Wiley Blackwell, vol. 40(4), pages 1163-1190, 09.
    13. Anderson, Ronald C. & Mansi, Sattar A. & Reeb, David M., 2004. "Board characteristics, accounting report integrity, and the cost of debt," Journal of Accounting and Economics, Elsevier, vol. 37(3), pages 315-342, September.
    14. Kothari, S. P. & Zimmerman, Jerold L., 1995. "Price and return models," Journal of Accounting and Economics, Elsevier, vol. 20(2), pages 155-192, September.
    15. Jinyong Hahn & Jerry Hausman, 2003. "Weak Instruments: Diagnosis and Cures in Empirical Econometrics," American Economic Review, American Economic Association, vol. 93(2), pages 118-125, May.
    16. Russell Lundholm, 2002. "Bringing the Future Forward: The Effect of Disclosure on the Returns-Earnings Relation," Journal of Accounting Research, Wiley Blackwell, vol. 40(3), pages 809-839, 06.
    17. Holthausen, Robert W. & Larcker, David F. & Sloan, Richard G., 1995. "Business unit innovation and the structure of executive compensation," Journal of Accounting and Economics, Elsevier, vol. 19(2-3), pages 279-313, April.
    18. Hall, Alastair R & Rudebusch, Glenn D & Wilcox, David W, 1996. "Judging Instrument Relevance in Instrumental Variables Estimation," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 37(2), pages 283-98, May.
    19. Murphy, Kevin J., 2000. "Performance standards in incentive contracts," Journal of Accounting and Economics, Elsevier, vol. 30(3), pages 245-278, December.
    20. Brown, Stephen & Hillegeist, Stephen A. & Lo, Kin, 2004. "Conference calls and information asymmetry," Journal of Accounting and Economics, Elsevier, vol. 37(3), pages 343-366, September.
    21. Douglas Staiger & James H. Stock, 1997. "Instrumental Variables Regression with Weak Instruments," Econometrica, Econometric Society, vol. 65(3), pages 557-586, May.
    22. Scott Whisenant & Srinivasan Sankaraguruswamy & K. Raghunandan, 2003. "Evidence on the Joint Determination of Audit and Non-Audit Fees," Journal of Accounting Research, Wiley Blackwell, vol. 41(4), pages 721-744, 09.
    23. In-Mu Haw & Bingbing Hu & Lee-Seok Hwang & Woody Wu, 2004. "Ultimate Ownership, Income Management, and Legal and Extra-Legal Institutions," Journal of Accounting Research, Wiley Blackwell, vol. 42(2), pages 423-462, 05.
    24. Joshua D. Angrist & Alan B. Krueger, 1990. "Does Compulsory School Attendance Affect Schooling and Earnings?," NBER Working Papers 3572, National Bureau of Economic Research, Inc.
    25. Stock, James H & Wright, Jonathan H & Yogo, Motohiro, 2002. "A Survey of Weak Instruments and Weak Identification in Generalized Method of Moments," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(4), pages 518-29, October.
    26. Hunt, Alister & Moyer, Susan E. & Shevlin, Terry, 1996. "Managing interacting accounting measures to meet multiple objectives: A study of LIFO firms," Journal of Accounting and Economics, Elsevier, vol. 21(3), pages 339-374, June.
    27. Bushee, Brian J. & Matsumoto, Dawn A. & Miller, Gregory S., 2003. "Open versus closed conference calls: the determinants and effects of broadening access to disclosure," Journal of Accounting and Economics, Elsevier, vol. 34(1-3), pages 149-180, January.
    28. 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, 03.
    29. Richard Lambert & Christian Leuz & Robert E. Verrecchia, 2007. "Accounting Information, Disclosure, and the Cost of Capital," Journal of Accounting Research, Wiley Blackwell, vol. 45(2), pages 385-420, 05.
    30. Jeffrey L. Callen & Ole-Kristian Hope & Dan Segal, 2005. "Domestic and Foreign Earnings, Stock Return Variability, and the Impact of Investor Sophistication," Journal of Accounting Research, Wiley Blackwell, vol. 43(3), pages 377-412, 06.
    31. Mark L. DeFond, 2002. "Do Non-Audit Service Fees Impair Auditor Independence? Evidence from Going Concern Audit Opinions," Journal of Accounting Research, Wiley Blackwell, vol. 40(4), pages 1247-1274, 09.
    32. Aboody, David, 1996. "Market valuation of employee stock options," Journal of Accounting and Economics, Elsevier, vol. 22(1-3), pages 357-391, October.
    33. Mark H. Lang & Karl V. Lins & Darius P. Miller, 2004. "Concentrated Control, Analyst Following, and Valuation: Do Analysts Matter Most When Investors Are Protected Least?," Journal of Accounting Research, Wiley Blackwell, vol. 42(3), pages 589-623, 06.
    34. Jeffrey Ng & Tjomme O. Rusticus & Rodrigo S. Verdi, 2008. "Implications of Transaction Costs for the Post-Earnings Announcement Drift," Journal of Accounting Research, Wiley Blackwell, vol. 46(3), pages 661-696, 06.
    35. Scott Keating, A., 1997. "Determinants of divisional performance evaluation practices," Journal of Accounting and Economics, Elsevier, vol. 24(3), pages 243-273, December.
    36. Godfrey, L. G. & Hutton, J. P., 1994. "Discriminating between errors-in- variables/simultaneity and misspecification in linear regression models," Economics Letters, Elsevier, vol. 44(4), pages 359-364, April.
    37. Ole-Kristian Hope, 2003. "Disclosure Practices, Enforcement of Accounting Standards, and Analysts' Forecast Accuracy: An International Study," Journal of Accounting Research, Wiley Blackwell, vol. 41(2), pages 235-272, 05.
    38. Masako Darrough & Srinivasan Rangan, 2005. "Do Insiders Manipulate Earnings When They Sell Their Shares in an Initial Public Offering?," Journal of Accounting Research, Wiley Blackwell, vol. 43(1), pages 1-33, 03.
    39. Christine A. Botosan, 2002. "A Re-examination of Disclosure Level and the Expected Cost of Equity Capital," Journal of Accounting Research, Wiley Blackwell, vol. 40(1), pages 21-40, 03.
    40. Darren T. Roulstone, 2003. "The Relation Between Insider-Trading Restrictions and Executive Compensation," Journal of Accounting Research, Wiley Blackwell, vol. 41(3), pages 525-551, 06.
    41. Daniel S. Hamermesh, 2000. "The Craft of labormetrics," Industrial and Labor Relations Review, ILR Review, Cornell University, ILR School, vol. 53(3), pages 363-380, April.
    42. Ball, Ray & Shivakumar, Lakshmanan, 2005. "Earnings quality in UK private firms: comparative loss recognition timeliness," Journal of Accounting and Economics, Elsevier, vol. 39(1), pages 83-128, February.
    43. Rajgopal, Shivaram & Shevlin, Terry, 2002. "Empirical evidence on the relation between stock option compensation and risk taking," Journal of Accounting and Economics, Elsevier, vol. 33(2), pages 145-171, June.
    44. Barton, Jan & Waymire, Gregory, 2004. "Investor protection under unregulated financial reporting," Journal of Accounting and Economics, Elsevier, vol. 38(1), pages 65-116, December.
    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 in new window

    Cited by:
    This item has more than 25 citations. To prevent cluttering this page, these citations are listed on a separate page.

    Lists

    This item is not listed on Wikipedia, on a reading list or among the top items on IDEAS.

    Statistics

    Access and download statistics

    Corrections

    When requesting a correction, please mention this item's handle: RePEc:eee:jaecon:v:49:y:2010:i:3:p:186-205. See general information about how to correct material in RePEc.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Zhang, Lei).

    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 references are entirely missing, you can add them using this form.

    If the full references list an item that is present in RePEc, but the system did not link 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 profile, as there may be some citations waiting for confirmation.

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