Type | Working Paper |
Title | Explaining the rural-urban differences in poverty in malawi: a quantile regression approach |
Author(s) | |
Volume | IV |
Issue | 5 |
Publication (Day/Month/Year) | 2016 |
Page numbers | 315-332 |
URL | http://ijecm.co.uk/wp-content/uploads/2016/05/4521.pdf |
Abstract | The study uses the most recent Integrated Household Survey (2010 IHS) data to explain the rural-urban differences in poverty in Malawi. In analysis, a welfare model is adopted from the other studies on poverty, where the per capita consumption expenditure is used as the welfare indicator. The paper further adopts the Machado-Mata decomposition technique to attribute the rural-urban welfare gap into the ‘characteristics effect’ and the ‘returns effect’. In addition, Dinardo, Fortin and Lemiueux (DFL) approach is employed to give a detailed decomposition of the ‘characteristics effect’. The results show that significance of the rural-urban differences of variables of the welfare model varies across the welfare distribution. This entails that the differences are significant in some quantiles and insignificant in the others. Secondly, the Machado-Mata decomposition technique found that both the differences in characteristics and differences in returns to those characteristics significantly contribute to the urban-rural welfare gap. Specifically it was found that the ‘returns effects’ were dominant across the whole distribution. Thirdly, through the DFL technique, it shows the specific variables that contribute to the ‘characteristic effects’. |
» | Malawi - Second Integrated Household Survey 2004-2005 |
» | Malawi - Third Integrated Household Survey 2010-2011 |