Salimata Sissoko’s research while affiliated with Université Libre de Bruxelles and other places

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Publications (4)


Table 1 : Average gender wage gap in European countries, 1994 and 2001 (euros) 1994 2001
Does unobserved Heterogeneity Matter? A Panel Data Analysis of the Gender Pay Gap
  • Article
  • Full-text available

January 2010

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687 Reads

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4 Citations

Amynah Gangji

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Salimata Sissoko

This paper provides evidences ,on the ,effects of unobserved ,individual heterogeneity on estimated,gender ,pay ,differentials. Using the European ,Community ,Household ,Panel (ECHP), we present a cross-country comparison ofthe evolution of unadjusted and adjusted gender pay gaps using both cross-section and panel data estimation techniques. The analysed countries differ greatly with respect to labour market legislation, bargaining practices structure of earnings ,and ,female ,employment ,rates.. Once adjusting ,for unobserved heterogeneity, we find a narrowed male-female pay differential, as well as significantly different rates of return on individual characteristics. In particularly, the adjusted wage differential decreases by 7% in Belgium, 14%in Ireland, between 20-30% Germany, Italy, the Netherlands and Spain and of 41% and 54% in the UK and in Denmark respectively. Keywords: gender wage gap, panel data, discrimination JEL-Classification: J16, J31, J71

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Does Unobserved Heterogeneity Matter? A Panel-Data Analysis of the Gender Pay Gap

January 2006

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24 Reads

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4 Citations

A large number of studies have documented a generalized tendency towards a reduction in the gross gender pay gap in the European countries during the 1970s. The following decades have nevertheless produced a more scattered pattern: while some countries have continued to witness a reduction in the gender wage inequalities, others have shown a stationary trend. The gender gap hence remains at an important level, although significant differences across countries may be observed.


Comparing Apples with Oranges : Revisiting the Gender Wage Gap in an International Perspective

May 2005

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504 Reads

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46 Citations

SSRN Electronic Journal

Using a rich and comparable micro-data set, we analyse international differences in gender pay gaps in the private sector for a sample of five European economies: Belgium, Denmark, Ireland, Italy and Spain. Using different methods, we examine how wage structure, differences in the distribution of measured characteristics, occupational segregation contribute to explain the pattern of international differences. Furthermore, we take into account indirect discrimination influencing female occupational distributions. We find significant impacts of those latter factors on gender differentials. However, the magnitude of their effects varies across countries.


Citations (3)


... Decomposition revealed that only 31% of the gap can be attributed to discrimination. 'Unobservable' differences, often referred to in the literature as The current situation of gender equality in Croatia -Country profile 2012, European Commission "unobserved heterogeneity" (labour market characteristics, psychological factors influencing behaviour such as motivation and ability, etc.), are contained in the largest part of the adjusted gap (69%) and seem to discriminate against women (Gangji, Orsini, and Sissoko 2010). When observing the wage gaps in public versus private sectors, the results show that the unadjusted gap is higher in the private than the public sector (17.7% versus 4%). ...

Reference:

The pursuit of a remedy for gender inequality in wider Europe: Comparison of policies and indices in the EU, Nordic countries, and South East europe
Does Unobserved Heterogeneity Matter? A Panel-Data Analysis of the Gender Pay Gap
  • Citing Chapter
  • January 2006

... Unobserved heterogeneity refers to traits such as individual motivation and other non-gender related attributes that may influence a person " s earnings (Polachek & Xiang 2009). Evidence from Gangji et al. (2010) indicates that unobserved heterogeneity contributes between 7 and 40 percent of the effect of this component. Therefore a very conservative estimate of the gender pay gap due to direct sex discrimination alone is around one quarter of the value observed inFigure 6. ...

Does unobserved Heterogeneity Matter? A Panel Data Analysis of the Gender Pay Gap

... Third, due to lack of comparable data across countries, few studies look at gender differentials due to occupational segregation in an international perspective (Burchell et al., 2014;Plasman, Sissoko, 2004;Hook, Petit 2008, Oostendorp, 2004. In the raw data we find that mixed occupations pay better than occupations in which mainly men or mainly women are working, but controlling for occupation the picture reverses and we find that especially occupations with a high fraction of women pay more than mixed occupations. ...

Comparing Apples with Oranges : Revisiting the Gender Wage Gap in an International Perspective

SSRN Electronic Journal