2016International Journal of Economics and Management SystemsRequires access

Endogeneity Bias in the OLS Estimates of Basu’s Model

Olga Fullana, Mariano González Sánchez, Juan M. Nave, David Toscano

Open publisher page 0 citations

Abstract

Basu (1997) is the main reference in the market-based accounting literature related to the measurement of conditional conservatism. However, the econometric specification of Basu’s model involves an endogeneity problem due to simultaneity in the variables used in its empirical application: earnings and returns. In this paper we analyse the effect of endogeneity on the Basu’s conditional conservatism measure by using two alternative estimation techniques: the usual Ordinary Least Squares, affected by endogeneity, and System Generalized Method of Moments, specially designed to deal with the endogeneity problem. We apply these estimation procedures to a comparative model of the conditional conservatism in order to analyse the effect of IFRS first adoption on conditional conservatism. Our results evidence that endogeneity problem exists, that it induces bias in the OLS estimations, and that biases can be large enough to modify empirical conclusions.

About this research paper

What this paper is about

Basu (1997) is the main reference in the market-based accounting literature related to the measurement of conditional conservatism. However, the econometric specification of Basu’s model involves an endogeneity problem due to simultaneity in the variables used in its empirical application: earnings and returns. In this paper we analyse the effect of endogeneity on the Basu’s conditional conservatism measure by using two alternative estimation techniques: the usual Ordinary Least Squares, affected by endogeneity, and System Generalized Method of Moments, specially designed to deal with the endogeneity problem. We apply these estimation procedures to a comparative model of the conditional conservatism in order to analyse the effect of IFRS first adoption on conditional conservatism. Our results evidence that endogeneity problem exists, that it induces bias in the OLS estimations, and that biases can be large enough to modify empirical conclusions.

Why it matters

A significance statement is not available in the OpenAlex record.

Key contribution

A contribution statement is not available in the OpenAlex record.

Method / approach

Method details are not available in the OpenAlex metadata.

Main findings

Findings are not separately available in the OpenAlex metadata.

Limitations

Limitations are not available in the OpenAlex metadata.

Applications

Application details are not available in the OpenAlex metadata.

Available abstract

Basu (1997) is the main reference in the market-based accounting literature related to the measurement of conditional conservatism. However, the econometric specification of Basu’s model involves an endogeneity problem due to simultaneity in the variables used in its empirical application: earnings and returns. In this paper we analyse the effect of endogeneity on the Basu’s conditional conservatism measure by using two alternative estimation techniques: the usual Ordinary Least Squares, affected by endogeneity, and System Generalized Method of Moments, specially designed to deal with the endogeneity problem. We apply these estimation procedures to a comparative model of the conditional conservatism in order to analyse the effect of IFRS first adoption on conditional conservatism. Our results evidence that endogeneity problem exists, that it induces bias in the OLS estimations, and that biases can be large enough to modify empirical conclusions.

Key concepts: Endogeneity, Econometrics, Economics, Simultaneity, Instrumental variable, Conservatism, Ordinary least squares, Earnings

Related papers

Back to paper searchBrowse research topicsOriginal source
Endogeneity Bias in the OLS Estimates of Basu’s Model — Research Paper | ScholarLens