Table Of ContentAFRICA DEVELOPMENT FORUM
Gender Disparities 
in Africa’s Labor 
Market
Jorge Saba Arbache, Alexandre Kolev, and 
Ewa Filipiak, Editors
Gender Disparities in 
Africa’s Labor Market
Gender Disparities in 
Africa’s Labor Market
Jorge Saba Arbache, Alexandre Kolev, 
and Ewa Filipiak
Editors
A copublication of the Agence Française de Développement and the World Bank
© 2010 The International Bank for Reconstruction and Development / The World Bank
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ISBN: 978-0-8213-8066-6
eISBN: 978-0-8213-8070-3
DOI: 10.1596/978-0-8213-8066-6
Library of Congress Cataloging-in-Publication Data
Gender disparities in Africa’s labor market / Jorge Saba Arbache, Alexandre Kolev, and Ewa 
Filipiak, editors.
    p. cm.
 ISBN 978-0-8213-8066-6 — ISBN 978-0-8213-8070-3 (ebook)
 1. Sex discrimination in employment—Africa. 2. Sexual division of labor—Africa. 3. Labor 
market—Africa. I. Arbache, Jorge Saba. II. Kolev, Alexandre. III. Filipiak, Ewa. IV. World Bank. 
 HD6060.5.A35G46 2010
 331.4'133096—dc22
2010014200
Cover photo: Corbis
Cover design: Naylor Design, Washington, DC
Africa Development Forum Series
The Africa Development Forum series was created in 2009 to focus on issues of 
signifi cant relevance to Sub-Saharan Africa’s social and economic development. 
Its aim is both to record the state of the art on a specifi c topic and to contribute 
to ongoing local, regional, and global policy debates. It is designed specifi cally to 
provide practitioners, scholars, and students with the most up-to-date research 
results while highlighting the promise, challenges, and opportunities that exist 
on the continent. 
The series is sponsored by the Agence Française de Développement and the 
World Bank. The manuscripts chosen for publication represent the highest 
quality in each institution’s research and activity output and have been selected 
for their relevance to the development agenda. Working together with a shared 
sense of mission and interdisciplinary purpose, the two institutions are com-
mitted to a common search for new insights and new ways of analyzing the 
development realities of the Sub-Saharan Africa Region.
Advisory Committee Members
Agence Française de Développement
Pierre Jacquet, Directeur de la Stratégie et Chef Économiste
Robert Peccoud, Directeur de la Recherche
World Bank
Shantayanan Devarajan, Chief Economist, Africa Region
Jorge Arbache, Senior Economist
Contents
Foreword  xix
About the Editors and Authors   xxi
Acknowledgments  xxv
Abbreviations  xxvii
Overview
  Why Study Gender Disparities in Africa’s Labor Markets?   1
Jorge Saba Arbache, Ewa Filipiak, and Alexandre Kolev
Objective of This Book  2
Countries Covered in the Studies  3
Book Organization and Topics  5
The Main Findings on Gender Disparities in Africa   8
Policy Recommendations and the Way Forward  16
PART 1  STYLIZED FACTS  21
1   Gender Disparities in Africa’s Labor Markets: A Cross-
Country Comparison Using Standardized Survey Data  23
Alexandre Kolev and Nicolas Sirven
Data and Concepts   24
Gender Differences in Labor Market Outcomes   27
Gender Disparities at Work   36
vii
viii    Contents
The Role of Educational Attainment and Gender 
Inequalities in Education   42
Conclusions   49
Annex   51
PART 2   DISPARITIES IN EMPLOYMENT, PAY, EDUCATION, 
AND OTHER DIMENSIONS: A MICRO-ANALYSIS  55
2  Exploring the Gender Pay Gap Through Different 
Age Cohorts: The Case of Ethiopia  57
Alexandre Kolev and Pablo Suárez Robles
Data and Concepts  58
Methodology  62
Results  65
Conclusions  70
Annex  72
3  Gender Disparities in the Malagasy Labor Market  87
Christophe J. Nordman, Faly Rakotomanana, 
and Anne-Sophie Robilliard
Characteristics of the Malagasy Labor Market  91
Data, Defi nitions, and Methods  92
Results  94
Summary and Concluding Remarks  109
Annex 3A Concepts and Methods  113
Annex 3B Summary Statistics of the Variables 
Used in the Econometric Analysis   120
Annex 3C Determinants of Sectoral Allocation  122
Annex 3D Wage Employment Earnings Equations  134
Annex 3E Earnings Gap Decompositions for 
Wage Workers  144
4  Gender Differences in Pay in African Manufacturing Firms  155
Christophe J. Nordman and François-Charles Wolff 
Data and Descriptive Statistics  158
Description:Gender inequality in the labor market remains a pressing problem of contemporary Africa. Notwithstanding the existence of large variations across countries with regard to male and female labor market outcomes, available evidence shows that in several countries of the region women are less likely to