TY - JOUR
T1 - On the use of instrumental variables in accounting research
AU - Larcker, David F.
AU - Rusticus, Tjomme O.
PY - 2010/4
Y1 - 2010/4
N2 - 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.
AB - 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.
KW - Cost of capital
KW - Disclosure
KW - Endogeneity
KW - Instrumental variables
UR - http://www.scopus.com/inward/record.url?scp=76849107687&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=76849107687&partnerID=8YFLogxK
U2 - 10.1016/j.jacceco.2009.11.004
DO - 10.1016/j.jacceco.2009.11.004
M3 - Article
AN - SCOPUS:76849107687
SN - 0165-4101
VL - 49
SP - 186
EP - 205
JO - Journal of Accounting and Economics
JF - Journal of Accounting and Economics
IS - 3
ER -