IDEAS home Printed from https://ideas.repec.org/a/eee/ecmode/v47y2015icp1-11.html
   My bibliography  Save this article

The impact of gender inequality in education on income in Africa and the Middle East

Author

Listed:
  • Baliamoune–Lutz, Mina
  • McGillivray, Mark

Abstract

We use data for a group of sub-Saharan African, North African and Middle Eastern countries to explore the impact of gender inequality in education on levels of income per capita. Two gender inequality indicators are used: the gap in female to male primary education enrolment ratios and the gap in female to male secondary education enrolment ratios. Estimation results indicate that gender inequality in primary and secondary education has a statistically significant negative effect on income, especially in North African and Middle Eastern countries. In relatively open economies, gender inequality in education seems to have an additional effect, but this effect is consistently positive, suggesting that while trade contributes to higher income it may be accompanied by greater inequality. Overall, the results in this paper provide further evidence that the international development community's focus on reducing gender inequality and achieving universal primary education is well founded.

Suggested Citation

  • Baliamoune–Lutz, Mina & McGillivray, Mark, 2015. "The impact of gender inequality in education on income in Africa and the Middle East," Economic Modelling, Elsevier, vol. 47(C), pages 1-11.
    • Handle: RePEc:eee:ecmode:v:47:y:2015:i:c:p:1-11
    DOI: 10.1016/j.econmod.2014.11.031
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0264999314004763
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.econmod.2014.11.031?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. anonymous, 1995. "Does the bouncing ball lead to economic growth?," Regional Update, Federal Reserve Bank of Atlanta, issue Jul, pages 1-2,4-6.
    2. Esther Duflo, 2012. "Women Empowerment and Economic Development," Journal of Economic Literature, American Economic Association, vol. 50(4), pages 1051-1079, December.
    3. Angus Deaton, 2010. "Instruments, Randomization, and Learning about Development," Journal of Economic Literature, American Economic Association, vol. 48(2), pages 424-455, June.
    4. Robert J. Barro, 2013. "Inflation and Economic Growth," Annals of Economics and Finance, Society for AEF, vol. 14(1), pages 121-144, May.
    5. Handa, Sudhanshu, 2000. "The Impact of Education, Income, and Mortality on Fertility in Jamaica," World Development, Elsevier, vol. 28(1), pages 173-186, January.
    6. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    7. Bassanini, Andrea & Scarpetta, Stefano, 2002. "Does human capital matter for growth in OECD countries? A pooled mean-group approach," Economics Letters, Elsevier, vol. 74(3), pages 399-405, February.
    8. Wood, Adrian, 1997. "Openness and Wage Inequality in Developing Countries: The Latin American Challenge to East Asian Conventional Wisdom," The World Bank Economic Review, World Bank, vol. 11(1), pages 33-57, January.
    9. Jackson, Cecile, 1996. "Rescuing gender from the poverty trap," World Development, Elsevier, vol. 24(3), pages 489-504, March.
    10. Standing, Guy, 1999. "Global Feminization Through Flexible Labor: A Theme Revisited," World Development, Elsevier, vol. 27(3), pages 583-602, March.
    11. Oriana Bandiera & Ashwini Natraj, 2013. "Does Gender Inequality Hinder Development and Economic Growth? Evidence and Policy Implications," The World Bank Research Observer, World Bank, vol. 28(1), pages 2-21, February.
    12. Erturk, Korkut & Darity, William Jr., 2000. "Secular Changes in the Gender Composition of Employment and Growth Dynamics in the North and the South," World Development, Elsevier, vol. 28(7), pages 1231-1238, July.
    13. World Bank, 2011. "World Development Report 2011 [Rapport sur le développement dans le monde 2011 : Conflits, sécurité et développement - Abrégé]," World Bank Publications - Books, The World Bank Group, number 4389.
    14. Stephen R. Bond, 2002. "Dynamic panel data models: a guide to micro data methods and practice," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 1(2), pages 141-162, August.
    15. Abu-Ghaida, Dina & Klasen, Stephan, 2004. "The Costs of Missing the Millennium Development Goal on Gender Equity," World Development, Elsevier, vol. 32(7), pages 1075-1107, July.
    16. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    17. Barro, Robert J. & Lee, Jong-Wha, 1994. "Sources of economic growth," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 40(1), pages 1-46, June.
    18. Baliamoune-Lutz, Mina & Ndikumana, Léonce, 2007. "The Growth Effects of Openness to Trade and the Role of Institutions: New Evidence from African Countries," MPRA Paper 6189, University Library of Munich, Germany.
    19. repec:pri:rpdevs:deaton_instruments_randomization_learning_all_04april_2010 is not listed on IDEAS
    20. Galor, Oded & Weil, David N, 1996. "The Gender Gap, Fertility, and Growth," American Economic Review, American Economic Association, vol. 86(3), pages 374-387, June.
    21. Seguino, Stephanie, 2000. "Gender Inequality and Economic Growth: A Cross-Country Analysis," World Development, Elsevier, vol. 28(7), pages 1211-1230, July.
    22. Hiranya Mukhopadhyay, 1999. "Trade liberalization in sub-Saharan Africa: stagnation or growth?," Journal of International Development, John Wiley & Sons, Ltd., vol. 11(6), pages 825-835.
    23. Mina Baliamoune-Lutz, 2007. "Globalisation and Gender Inequality: Is Africa Different?," Journal of African Economies, Centre for the Study of African Economies, vol. 16(2), pages 301-348, March.
    24. Xavier Sala-I-Martin, 1997. "Transfers, Social Safety Nets, and Economic Growth," IMF Staff Papers, Palgrave Macmillan, vol. 44(1), pages 81-102, March.
    25. David Fielding & Sebastian Torres, 2009. "Health, Wealth, Fertility, Education, and Inequality," Review of Development Economics, Wiley Blackwell, vol. 13(1), pages 39-55, February.
    26. Stephen Bond, 2002. "Dynamic panel data models: a guide to microdata methods and practice," CeMMAP working papers CWP09/02, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    27. Basu, Alaka Malwade, 2002. "Why does Education Lead to Lower Fertility? A Critical Review of Some of the Possibilities," World Development, Elsevier, vol. 30(10), pages 1779-1790, October.
    28. Mina Baliamoune, 2009. "Openness, Growth and Convergence in Africa: Evidence from 1980-1999 Data," Journal of African Development, African Finance and Economic Association (AFEA), vol. 11(1), pages 109-126.
    29. Francisco Rodríguez & Dani Rodrik, 2001. "Trade Policy and Economic Growth: A Skeptic's Guide to the Cross-National Evidence," NBER Chapters, in: NBER Macroeconomics Annual 2000, Volume 15, pages 261-338, National Bureau of Economic Research, Inc.
    30. Paula K. Lorgelly & P. Dorian Owen, 1999. "The effect of female and male schooling on economic growth in the Barro-Lee model," Empirical Economics, Springer, vol. 24(3), pages 537-557.
    31. Stephan Klasen, 2002. "Low Schooling for Girls, Slower Growth for All? Cross-Country Evidence on the Effect of Gender Inequality in Education on Economic Development," The World Bank Economic Review, World Bank, vol. 16(3), pages 345-373, December.
    32. Caselli, Francesco & Esquivel, Gerardo & Lefort, Fernando, 1996. "Reopening the Convergence Debate: A New Look at Cross-Country Growth Empirics," Journal of Economic Growth, Springer, vol. 1(3), pages 363-389, September.
    33. Stephen Knowles & Paula K. Lorgelly, 2002. "Are educational gender gaps a brake on economic development? Some cross-country empirical evidence," Oxford Economic Papers, Oxford University Press, vol. 54(1), pages 118-149, January.
    34. Hendry, David F., 1995. "Dynamic Econometrics," OUP Catalogue, Oxford University Press, number 9780198283164.
    35. Kaufmann, Daniel & Kraay, Aart & Zoido-Lobaton, Pablo, 1999. "Aggregating governance indicators," Policy Research Working Paper Series 2195, The World Bank.
    36. Mina Baliamoune-Lutz & Mark McGillivray, 2009. "Does Gender Inequality Reduce Growth in Sub-Saharan Africa and Arab Countries?," African Development Review, African Development Bank, vol. 21(2), pages 224-242.
    37. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    38. World Bank, 2012. "World Development Report 2012 [Rapport sur le développement dans le monde 2012]," World Bank Publications - Books, The World Bank Group, number 4391.
    39. Berta Esteve-Volart, 2000. "Sex Discrimination and Growth," IMF Working Papers 2000/084, International Monetary Fund.
    40. Hiranya Mukhopadhyay, "undated". "Trade Liberalization in Sub-Saharan Africa: Stagnation or Growth'," QEH Working Papers qehwps13, Queen Elizabeth House, University of Oxford.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. repec:ocp:rptrad:pp-15-21 is not listed on IDEAS
    2. Hyland,Marie Caitriona & Islam,Asif Mohammed & Muzi,Silvia, 2020. "Firms' Discriminatory Behavior, and Women's Employment in the Democratic Republic of Congo," Policy Research Working Paper Series 9224, The World Bank.
    3. Sutanuka Roy & Prakarsh Singh, 2016. "Gender bias in education during conflict: Evidence from Assam," WIDER Working Paper Series wp-2016-67, World Institute for Development Economic Research (UNU-WIDER).
    4. Mina Baliamoune, 2020. "Trade and Women’s Wage Employment," Research papers & Policy papers on Economic Trends and Policies 2001, Policy Center for the New South.
    5. Juliet Elu, 2018. "Gender and Science Education in Sub-Saharan Africa - Keynote address at the African Development Bank/African Finance and Economic Association Luncheon, Chicago, January 7, 2017," Journal of African Development, African Finance and Economic Association (AFEA), vol. 20(2), pages 105-110.
    6. Roy, Sutanuka & Singh, Prakarsh, 2016. "Gender Bias in Education during Conflict: Evidence from Assam," IZA Discussion Papers 10092, Institute of Labor Economics (IZA).
    7. repec:ocp:rpaper:pp-1908 is not listed on IDEAS
    8. Mina Baliamoune, 2020. "Trade and Women’s Wage Employment," Research papers & Policy papers on Trade Dynamics and Policies 2001, Policy Center for the New South.
    9. Guarini, Giulio & Laureti, Tiziana & Garofalo, Giuseppe, 2018. "Territorial and individual educational inequality: A Capability Approach analysis for Italy," Economic Modelling, Elsevier, vol. 71(C), pages 247-262.
    10. Ho Thi Hoa & Pham Van Hieu & Nguyen Thanh Thao & Hoang Hai Ninh & Le Thi Thuy, 2020. "Research on Income Inequality by Gender in Vietnam," International Journal of Human Resource Studies, Macrothink Institute, vol. 10(3), pages 206222-2062, December.
    11. repec:ocp:rptrad:rp_20-01 is not listed on IDEAS
    12. Wang, Qingbin & Zou, Yang & Fan, Dan, 2019. "Gender imbalance in China’s marriage migration: Quantitative evidence and policy implications," Economic Modelling, Elsevier, vol. 83(C), pages 406-414.
    13. Amaia Altuzarra & Catalina Gálvez-Gálvez & Ana González-Flores, 2021. "Is Gender Inequality a Barrier to Economic Growth? A Panel Data Analysis of Developing Countries," Sustainability, MDPI, vol. 13(1), pages 1-21, January.
    14. Carla Canelas & Rachel M. Gisselquist, 2018. "Horizontal inequality as a dependent variable," WIDER Working Paper Series 70, World Institute for Development Economic Research (UNU-WIDER).
    15. Mina Baliamoune, 2021. "Trade and Labor Market Outcomes: Does Export Sophistication Affect Women’s Wage Employment?," Research papers & Policy papers on Economic Trends and Policies 2106, Policy Center for the New South.
    16. repec:ocp:rpecon:rp_20-01 is not listed on IDEAS
    17. Rim Berahab & Zineb Bouba & Pierre-Richard Agénor, 2017. "Egalité de genre, politiques publiques et croissance économique au Maroc," Books & Reports, Policy Center for the New South, number 18, Janyary.
    18. Serap Bedir Kara & Aysegul Coskun, 2020. "The Impact of Gender Inequalities in Education on Income Corporate Social Responsibility (CSR)," Eurasian Journal of Social Sciences, Eurasian Publications, vol. 8(4), pages 148-162.
    19. Nguyen, Canh Phuc, 2022. "Uncertainty and gender inequality: A global investigation," The Quarterly Review of Economics and Finance, Elsevier, vol. 86(C), pages 31-47.
    20. Gihoon Hong & Soyoung Kim & Geunhwan Park & Seung-Gyu Sim, 2019. "Female Education Externality and Inclusive Growth," Sustainability, MDPI, vol. 11(12), pages 1-12, June.
    21. Prakarsh Singh & Sutanuka Roy, 2016. "Gender Bias in Education During Conflict Evidence from Assam," NCID Working Papers 09/2016, Navarra Center for International Development, University of Navarra.
    22. Kanwal, Ayesha & Munir, Kashif, 2015. "The Impact of Educational and Gender Inequality on Income Inequality in South Asia," MPRA Paper 66661, University Library of Munich, Germany.
    23. repec:ocp:rpaper:rp-1909 is not listed on IDEAS
    24. repec:ocp:rpecon:pp-15-21 is not listed on IDEAS

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Romina Kazandjian & Ms. Lisa L Kolovich & Ms. Kalpana Kochhar & Ms. Monique Newiak, 2016. "Gender Equality and Economic Diversification," IMF Working Papers 2016/140, International Monetary Fund.
    2. Amaia Altuzarra & Catalina Gálvez-Gálvez & Ana González-Flores, 2021. "Is Gender Inequality a Barrier to Economic Growth? A Panel Data Analysis of Developing Countries," Sustainability, MDPI, vol. 13(1), pages 1-21, January.
    3. Stimpfle, Alexander & Stadelmann, David, 2016. "Marriage Age Affects Educational Gender Inequality: International Evidence," VfS Annual Conference 2016 (Augsburg): Demographic Change 145492, Verein für Socialpolitik / German Economic Association.
    4. Mina Baliamoune-Lutz, 2007. "Gender Inequality and Growth in Sub-Saharan Africa and Arab Countries," ICER Working Papers 25-2007, ICER - International Centre for Economic Research.
    5. Gazi Hassan & Arusha Cooray & Mark Holmes, 2017. "The effect of female and male health on economic growth: cross-country evidence within a production function framework," Empirical Economics, Springer, vol. 52(2), pages 659-689, March.
    6. Huy Quang Doan, 2019. "Trade, Institutional Quality and Income: Empirical Evidence for Sub-Saharan Africa," Economies, MDPI, vol. 7(2), pages 1-23, May.
    7. Isis Gaddis & Stephan Klasen, 2014. "Economic development, structural change, and women’s labor force participation:," Journal of Population Economics, Springer;European Society for Population Economics, vol. 27(3), pages 639-681, July.
    8. E. Tsanana & X. Chapsa & C. Katrakilidis, 2016. "Is growth corrupted or bureaucratic? Panel evidence from the enlarged EU," Applied Economics, Taylor & Francis Journals, vol. 48(33), pages 3131-3147, July.
    9. Nguyen, Canh Phuc, 2021. "Gender equality and economic complexity," Economic Systems, Elsevier, vol. 45(4).
    10. Bahar Bayraktar-Sağlam, 2016. "The Stages of Human Capital and Economic Growth: Does the Direction of Causality Matter for the Rich and the Poor?," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 127(1), pages 243-302, May.
    11. Juergen Bitzer & Erkan Goeren, 2018. "Foreign Aid and Subnational Development: A Grid Cell Analysis," Working Papers V-407-18, University of Oldenburg, Department of Economics, revised Mar 2018.
    12. Indunil De Silva & Sudarno Sumarto, 2015. "Dynamics Of Growth, Poverty And Human Capital: Evidence From Indonesian Sub-National Data," Journal of Economic Development, Chung-Ang Unviersity, Department of Economics, vol. 40(2), pages 1-33, June.
    13. Vusal Musayev, 2016. "Externalities in Military Spending and Growth: The Role of Natural Resources as a Channel through Conflict," Defence and Peace Economics, Taylor & Francis Journals, vol. 27(3), pages 378-391, June.
    14. Guglielmo Maria Caporale & Thouraya Hadj Amor & Christophe Rault, 2014. "Sources Of Real Exchange Rate Volatility And International Financial Integration: A Dynamic Generalised Method Of Moments Panel Approach," Journal of International Development, John Wiley & Sons, Ltd., vol. 26(6), pages 810-820, August.
    15. Ulaşan, Bülent, 2012. "Cross-country growth empirics and model uncertainty: An overview," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 6, pages 1-69.
    16. Grundmann, Rainer & Gries, Thomas, 2015. "Crucial for Modern Sector Development? The Role of Exports and Institutions in Developing Countries," VfS Annual Conference 2015 (Muenster): Economic Development - Theory and Policy 112962, Verein für Socialpolitik / German Economic Association.
    17. John Ssozi & Simplice A. Asongu, 2016. "The Comparative Economics of Catch-up in Output per Worker, Total Factor Productivity and Technological Gain in Sub-Saharan Africa," African Development Review, African Development Bank, vol. 28(2), pages 215-228, June.
    18. Li, Hongbin & Yang, Zheyu & Yao, Xianguo & Zhang, Haifeng & Zhang, Junsen, 2012. "Entrepreneurship, private economy and growth: Evidence from China," China Economic Review, Elsevier, vol. 23(4), pages 948-961.
    19. Johanna Vogel, 2015. "The two faces of R&D and human capital: Evidence from Western European regions," Papers in Regional Science, Wiley Blackwell, vol. 94(3), pages 525-551, August.
    20. Sumarto, Sudarno & De Silva, Indunil, 2014. "Being Healthy, Wealthy, and Wise: Dynamics of Indonesian Subnational Growth and Poverty," MPRA Paper 57824, University Library of Munich, Germany.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:ecmode:v:47:y:2015:i:c:p:1-11. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/30411 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.