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On the Use of Instrumental Variables in Accounting Research

David F. Larcker
Stanford University - Graduate School of Business

Tjomme O. Rusticus
Northwestern University - Kellogg School of Management


May 16, 2008


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.

Keywords: Endogeneity, instrumental variables, disclosure, cost of capital

JEL Classifications: C30, G30, M41, M43

Working Paper Series

Date posted: April 07, 2005 ; Last revised: November 13, 2009

Suggested Citation

Larcker, David F. and Rusticus, Tjomme O. , On the Use of Instrumental Variables in Accounting Research (May 16, 2008). Available at SSRN: http://ssrn.com/abstract=694824


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Contact Information

Tjomme O. Rusticus (Contact Author)
Northwestern University - Kellogg School of Management ( email )
2001 Sheridan Road
Evanston, IL 60208
United States
David F. Larcker
Stanford University - Graduate School of Business ( email )
Graduate School of Business
518 Memorial Way
Stanford, CA 94305-5015
United States
650-725-6159 (Phone)

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