Hypothesis tests when decomposing differences in the first moment

Article type: Research Article

Authors: Yun, Myeong-Su^a

Affiliations: [a] Department of Economics, Tulane University, 206 Tilton Hall, New Orleans, LA, 70118 USA. Tel.: +1 504 862 8356; Fax: +1 504 865 5869; E-mail: msyun@tulane.edu

Abstract: Recently the Oaxaca decomposition for wage differentials has been extended to study the differences in the first moment. For example, this type of decomposition can be used to study differences in labor market participation rates by race, where the participation equation may be estimated by logit or probit. This paper develops a simple test for the significance of characteristics and coefficients effects in a decomposition analysis of differences in the first moment at aggregate and individual variable levels. In order to derive the test statistics, the asymptotic variances of the characteristics and coefficients effects at both aggregate and individual variable levels are calculated using the well-known delta method. The significance test for the Oaxaca decomposition is incorporated as a special case of this proposed test.

Keywords: Decomposition analysis, significance test, characteristics effect, coefficients effect

DOI: 10.3233/JEM-2005-0257

Journal: Journal of Economic and Social Measurement, vol. 30, no. 4, pp. 295-304, 2005