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Publications (5)
Journal Article
This peer-reviewed research is available free of charge. UNU-WIDER believes that research is a global public good and supports Open Access.
– Evidence from Ghana
Using household data from the latest wave of the Ghana Living Standards Survey, this paper utilizes machine learning techniques – IV LASSO – that allows for the treatment of unconfoundedness in the selection of observables and unobservables to examine the structural effect of gender wage differences...
Working Paper
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– Evidence from Ghana
Using household data from the latest wave of the Ghana Living Standards Survey, this paper utilizes machine learning techniques to examine the effect of gender wage differences within households on women’s empowerment and welfare in Ghana. The structural parameters of the post-double selection LASSO...
Working Paper
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We study socioeconomic indicators of female labour force participation in off-farm formal employment in a subsistence agriculture setting in northern Ghana, where a new commercial farm provides a positive demand shock for low-skilled labour. We use a set of quantitative and qualitative data...
Working Paper
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– A comparison across different selection models
The wage of an individual is observed only when he/she is employed. However, getting employment requires two decisions. First, an individual has to decide to participate in the labour market, and second, an employer must decide to hire that individual. Since female labour market participation often...
Working Paper
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– An Examination of the Factors Influencing Happiness among the Extreme Poor in Rural Ghana
Every person desires some level of inner fulfilment at different stages of life and this could come from a combination of several factors including material and resource acquisition and social prestige. The challenge, however, is whether happiness levels across the different social strata are the...
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