Occupational Segregation and Gender Wage
Differentials: Evidence from Malaysia*
Rahmah Ismail, Maryam Farhadi and Chung-Khain Wye
Received 18 July 2013; accepted 6 September 2017
In Malaysia, the participation of women in the labor market has increased over
time. However, occupational segregation and wage differentials continue to be
prevalent between men and women in the labor market. The present paper investi-
gates gender-related occupational segregation and wage differentials based on data
collected from 7135 working households in Peninsular Malaysia in 2011. The
wage decomposition model introduced by Brown et al. (1980) is used to examine
the determinants of gender-related wage differentials. The results suggest that dif-
ferences within occupations account for the largest portion of the wage gap
between men and women. The results also indicate that wage discrimination
within occupations plays an important role in the gender wage gap, while sample
selection bias plays an important role in the examination of gender wage gaps.
(JEL classification codes: J31, J70, J24)
Keywords: gender wage differentials, occupational segregation, selectivity bias,
wage decomposition, wage discrimination.
doi: 10.1111/asej.12136
I. Introduction
Several studies on wage differentials and inequality suggest that demand-side
and supply-side factors are a possible explanation for wage gaps (e.g. Topel,
1997; Ueshima, 2003). However, gender wage differentials may exist despite the
fact that men and women possess similar work-related characteristics due to dis-
criminatory practices among employers. Employers may perceive female
workers as being less productive, less creative and possessing lower leadership
value. Such prejudices against female workers are supported by statistical data
that shows that aggregate fertility rates tend to increase with the age of female
workers, which may affect the work productivity of female employees (Yip and
Wong, 2014). As a result, employment discrimination in hiring is related to the
preconceived perceptions of employers on female employees with regard to their
age, marital status and family obligations (Petit, 2007).
*Rahmah: School of Economics, Faculty of Economics and Management, Universiti Kebangsaan
Malaysia, UKM Bangi, Selangor, Malaysia. Farhadi (corresponding author): Islamic Azad Univer-
sity, Mobarakeh Branch, Department of Accounting, Isfahan, Iran. Email: farhadim58@gmail.com.
Wye: School of Economics, Faculty of Economics and Management, Universiti Kebangsaan Malay-
sia, UKM Bangi, Selangor, Malaysia.
© 2017 East Asian Economic Association and John Wiley & Sons Australia, Ltd
Asian Economic Journal 2017, Vol. 31 No. 4, 381–401 381