UCL Discovery
UCL home » Library Services » Electronic resources » UCL Discovery

Modelling the impact of women's education on fertility in Malawi

Zanin, L; Radice, R; Marra, G; (2015) Modelling the impact of women's education on fertility in Malawi. Journal of Population Economics , 28 (1) pp. 89-111. 10.1007/s00148-013-0502-8. Green open access

[thumbnail of manuscript_june.pdf]
Preview
Text
manuscript_june.pdf

Download (322kB) | Preview

Abstract

Many studies have suggested that there is an inverse relationship between education and number of children among women from sub-Saharan Africa countries, including Malawi. However, a crucial limitation of these analyses is that they do not control for the potential endogeneity of education. The aim of our study is to estimate the role of women’s education on their number of children in Malawi, accounting for the possible presence of endogeneity and for nonlinear effects of continuous observed confounders. Our analysis is based on micro data from the 2010 Malawi Demographic Health Survey, and uses a flexible instrumental variable regression approach. The results suggest that the relationship of interest is affected by endogeneity and exhibits an inverted U-shape among women living in rural areas of Malawi, whereas it exhibits an inverse (nonlinear) relationship for women living in urban areas.

Type: Article
Title: Modelling the impact of women's education on fertility in Malawi
Open access status: An open access version is available from UCL Discovery
DOI: 10.1007/s00148-013-0502-8
Publisher version: http://dx.doi.org/10.1007/s00148-013-0502-8
Language: English
Additional information: The final publication is available at Springer via http://dx.doi.org/10.1007/s00148-013-0502-8
Keywords: Education, Endogeneity, Number of children, Instrumental variable, Inverted U-shape, Two-stage generalized additive model
UCL classification: UCL
UCL > Provost and Vice Provost Offices
UCL > Provost and Vice Provost Offices > UCL BEAMS
UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Maths and Physical Sciences
UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Maths and Physical Sciences > Dept of Statistical Science
URI: https://discovery.ucl.ac.uk/id/eprint/1459902
Downloads since deposit
254Downloads
Download activity - last month
Download activity - last 12 months
Downloads by country - last 12 months

Archive Staff Only

View Item View Item