Differences in decline: quantile regression of male-female earnings differential in Malaysia / Dr.Goy Siew Ching

Goy, Siew Ching (2012) Differences in decline: quantile regression of male-female earnings differential in Malaysia / Dr.Goy Siew Ching. In: Seminar Penggunaan Data-data Hasil Penyelidikan Dari Persepsi Ke Realiti, 23 October 2012, Hotel Palm Garden IOI Resort, Putrajaya. (Unpublished)

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Abstract

Semiparametric estimation has gained significant attention in the study of wage inequality between men and women in recent years. By extending the wage gap at the mean towards the entire wage distribution using quantile regression, it enables researchers to ascertain the direction and the proportions of differences in characteristics and returns to these characteristics at different parts of the wage distribution. This line of research has been prominent in western society but has yet been explored in the context of the Malaysian labour market. To fill the gap, this paper examines the gender earnings gap in Malaysia between 1994 and 2004 using Malaysia Population and Family Survey data. The gender earnings differential, as measured by the log percentage point is 53 in 1994. The difference reduces to 45% for a restricted sample and 42% for the unrestricted sample in 2004. However, it was found that the gender wage gap reduces as we move up the wage distribution. This suggests that women suffer from a sticky floor effect, i.e. the gender wage gap is bigger at the bottom of distribution. More importantly, the observed gender wage differentials do not reflect differences in the productive characteristics of the workers. In fact, it accounts for very little, if any, of the gap in Malaysia. However, the extent of the price effect is larger at the bottom end of the distribution than at the top.

Item Type: Conference or Workshop Item (Paper)
Additional Information: Author from Universiti Malaysia Sarawak
Keywords: gender inequality, gender earnings gap, earning differential
Subjects: 300 Social sciences > 305 Social groups
Division/Agency/State: LPPKN - National Population and Family Development Board, Malaysia > Division of Population
Deposited By: Mrs Nor Azaian Abdullah
Deposited On: 19 Dec 2012 04:41
Last Modified: 16 Apr 2013 04:02
URI: http://familyrepository.lppkn.gov.my/id/eprint/235

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