International Journal of Social Science & Economic Research
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Title:
IS SUB-SAHARA AFRICA CLOSING THE GENDER INEQUALITY GAPS? A PRINCIPAL COMPONENT-CLUSTER ANALYSIS

Authors:
Wycliffe Obwori Alwago

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Wycliffe Obwori Alwago
Ph.D. Candidate, Doctoral School of Economics, University of Szeged, Faculty of Economics and Business Administration, 6722 Szeged, Kálvária Sgt. 1, Hungary

MLA 8
Alwago, Wycliffe Obwori. "IS SUB-SAHARA AFRICA CLOSING THE GENDER INEQUALITY GAPS? A PRINCIPAL COMPONENT-CLUSTER ANALYSIS." Int. j. of Social Science and Economic Research, vol. 9, no. 3, Mar. 2024, pp. 708-740, doi.org/10.46609/IJSSER.2024.v09i03.005. Accessed Mar. 2024.
APA 6
Alwago, W. (2024, March). IS SUB-SAHARA AFRICA CLOSING THE GENDER INEQUALITY GAPS? A PRINCIPAL COMPONENT-CLUSTER ANALYSIS. Int. j. of Social Science and Economic Research, 9(3), 708-740. Retrieved from https://doi.org/10.46609/IJSSER.2024.v09i03.005
Chicago
Alwago, Wycliffe Obwori. "IS SUB-SAHARA AFRICA CLOSING THE GENDER INEQUALITY GAPS? A PRINCIPAL COMPONENT-CLUSTER ANALYSIS." Int. j. of Social Science and Economic Research 9, no. 3 (March 2024), 708-740. Accessed March, 2024. https://doi.org/10.46609/IJSSER.2024.v09i03.005.

References

[1]. Aguayo?Tellez, E. (2012). The impact of trade liberalization policies and FDI on gender inequalities: a literature review.
[2]. Aguirre, D., Hoteit, L., Rupp, C., and Sabbagh, K. (2012). Empowering the third billion. Women and the world of work in 2012. Booz and Company, pp.1-82.
[3]. Anyanwu, J.C. and Augustine, D. (2013). Gender equality in employment in Africa: Empirical analysis and policy implications. African Development Review, 25(4), pp.400-420.
[4]. Anyanwu, J.C. (2016). Analysis of gender equality in youth employment in Africa. African Development Review, 28(4), pp.397-415.
[5]. Arbache, J.S., Kolev, A. and Filipiak, E. eds. (2010). Gender disparities in Africa's labor market. World Bank Publications.
[6]. Barnat, N., MacFeely, S. and Peltola, A. (2020). Comparing Global Gender Inequality Indices: Where is Trade? UNCTAD Research Paper No. 39.
[7]. Barsh, J. and Yee, L. (2012). Unlocking the full potential of women at work. McKinsey & Company/Wall Street Journal, pp.2-12.
[8]. Becker, G. S. (1971), The Economics of Discrimination, 2nd edn, University of Chicago Press, Chicago
[9]. Black, S.E. and Brainerd, E. (2004). Importing equality? The impact of globalization on gender discrimination. ILR Review, 57(4), pp.540-559.
[10]. Bloom, D.E., Canning, D., Fink, G., and Finlay, J.E. (2009). Fertility, female labor force participation, and the demographic dividend. Journal of Economic growth, 14(2), pp.79-101.
[11]. Bourguignon, F. (2015). The globalization of inequality. In The Globalization of Inequality. Princeton University Press.
[12]. Busse, M. and Spielmann, C. (2005). Gender Inequality and Trade. Hamburgisches Welt-Wirtschafts-Archiv (HWWA). Discussion Paper No. 308. Hamburg (Germany): Hamburg Institute of International Economics; 2005.
[13]. Campa, P., Casarico, A. and Profeta, P. (2011). Gender culture and gender gap in employment. CESifo Economic Studies, 57(1), pp.156-182.
[14]. Cattell, R.B. (1966). The scree test for the number of factors. Multivariate behavioral research, 1(2), pp.245-276.
[15]. Chaudhuri, S. (2009). Economic development and women’s empowerment. University of Wisconsin-Eau Claire.
[16]. Chaudhuri, S. (2010). Women's empowerment in South Asia and Southeast Asia: A comparative analysis.
[17]. Chen, D.H. (2004). Gender equality and economic development: The role for information and communication technologies. Available at SSRN 610329.
[18]. Connelly, M.P., Li, T.M., MacDonald, M., and Parpart, J.L. (2000). Feminism and development: Theoretical perspectives. Theoretical perspectives on gender and development, pp.51-159.
[19]. Cuberes, D., Newiak, M. and Teignier, M. (2017). E. Mauritius. In Women, Work, and Economic Growth. International Monetary Fund.
[20]. Cunningham, W., Alidadi, F. and Buchhave, H. (2018). Vietnam’s future jobs: the gender dimension. World Bank.
[21]. Dollar, D., and Gatti, R. (1999). Gender inequality, income, and growth: are good times good for women? (Vol. 1). Washington, DC: Development Research Group, The World Bank.
[22]. Eastin, J. and Prakash, A. (2013). Economic development and gender equality: Is there a gender Kuznets curve? World Politics, 65(1), pp.156-186.
[23]. Elborgh-Woytek, M.K., Newiak, M.M., Kochhar, M.K., Fabrizio, M.S., Kpodar, M.K., Wingender, M.P., Clements, M.B.J. and Schwartz, M.G. (2013). Women, work, and the economy: Macroeconomic gains from gender equity. International Monetary Fund.
[24]. Hair, J.F., Black, W.C., Babin, B.J., Anderson, R.E. and Tatham, R.L. (1998). Multivariate data analysis. Upper Saddle River. Multivariate Data Analysis (5th ed) Upper Saddle River, 5(3), pp.207-219.
[25]. Hegre, H. (2001). Toward a democratic civil peace? Democracy, political change, and civil war, 1816–1992. American political science review, 95(1), pp.33-48.
[26]. Heintz, J. (2010). Women’s employment, economic risk, and poverty. In The International Handbook of Gender and Poverty. Edward Elgar Publishing.
[27]. International Labour Office (ILO) (2007c). Gender Equality and Workers’ Rights in the Informal Economies of Arab States: Training Component Outline (Geneva:International Labour Office).
[28]. International Labour Organization, (2012). Global Employment Trends 2012: Preventing a deeper jobs crisis.
[29]. Jackson, J. and Edward, A. (1991). User’s guide to principal components. New York: John Willey Sons.
[30]. Jolliffe, I.T. (1990). Principal component analysis: a beginner's guide—I. Introduction and application. Weather, 45(10), pp.375-382.
[31]. Klasen, S. and Lamanna, F. (2009). The Impact of Gender Inequality in Education and Employment on Economic Growth: New Evidence for a Panel of Countries. FeminEconom. 2009; 15 (3): 91-132.
[32]. Kucera, D. and Milberg, W. (2003). Deindustrialization and changes in manufacturing trade: factor content calculations for 1978–1995. Review of World Economics, 139(4), pp.601-624.
[33]. Leamer, E.E. (1995). The Heckscher-Ohlin model in theory and practice.
[34]. Lindroos, P., Luomaranta, H. and Nurmi, S. (2019). The Role of Gender in Trade—Evidence from Linking Finnish Microdata on Employees and Entrepreneurs. Work Session on Gender Statistics.
[35]. Loko, M.B. and Diouf, M.A. (2009). Revisiting the Determinants of Productivity Growth-What’s new? International Monetary Fund.
[36]. Miller, G. (2008). Women's suffrage, political responsiveness, and child survival in American history. The Quarterly Journal of Economics, 123(3), pp.1287-1327.
[37]. OECD, A. (2012). OECD employment outlook 2012. Organization for Economic Cooperation and Development.
[38]. Ogawa, K., and M. Akter. (2007), ‘Female Labor Force Participation in Indonesia’, Journal of International Cooperation Studies, Vol. 14, No. 3, pp. 71–108.
[39]. OECD, (2008). Handbook on Constructing Composite Indicators: Methodology and User Guide. Paris (France): OECD. Available from: https://www.oecd.org/sdd/42495745.pdf.
[40]. OECD (2019). SIGI 2019 Global Report: Transforming Challenges into Opportunities, Social Institutions, and Gender Index. Paris (France). Publishing; 2019. Available from: https://www.oecd-ilibrary.org/docserver/bc56d212en.pdf?expires=1553162666&id=id&accname=ocid195767&checksum=5C224A9AE9AF3CC09CA524B580050F64.
[41]. OECD, (2012a). Closing the Gender Gap: Act Now. Paris: OECD Publishing. Available at: http://www.oecd.org/gender/closingthegap.htm.
[42]. OECD, (2012b). Gender Equality in Education, Employment and Entrepreneurship. Available at: http://www.oecd.org/ mcm/2012-ministerial-meeting.htm
[43]. Piketty, T. (2014). Capital in the twenty-first century. In Capital in the twenty-first century. Harvard University Press.
[44]. Richards, D.L. and Gelleny, R. (2007). Women's status and economic globalization. International Studies Quarterly, 51(4), pp.855-876.
[45]. Robles, P.S. (2012). Gender disparities in Africa’s labor markets: An analysis of survey data from Ethiopia and Tanzania (Doctoral dissertation, Université Paris-Est).
[46]. Sachs, J.D. (2006). The end of poverty: Economic possibilities for our time. Penguin.
[47]. Sajid, S. (2014). Political Economy of Gender Equality: Case Study of Pakistan. International Journal of Gender and Women’s Studies, 2(2), pp.309-340.
[48]. Seguino, S. and Grown, C. (2006). Gender Equity and Globalization: Macroeconomic Policy for Developing Countries. Journal of International Development,18(8): 1081-114.
[49]. Sorzano, C.O.S., Vargas, J., and Montano, A.P. (2014). A survey of dimensionality reduction techniques. arXiv preprint arXiv:1403.2877.
[50]. Stiglitz, J. (2002). Globalization and its discontents. London (UK): Penguin Books.
[51]. Stiglitz, J., and Pike, R.M. (2004). Globalization and its Discontents. Canadian Journal of Sociology, 29(2), p.321.
[52]. Tam, H. (2011). U-shaped female labor participation with economic development: Some panel data evidence. Economics Letters, 110(2), pp.140-142.
[53]. UNCTAD (2004). Trade and Gender. Opportunities and Challenges for Developing Countries. New York (US): United Nations. Available from: http://unctad.org/en/Docs/edm20042_en.pdf.
[54]. United Nations (1948). Universal Declaration of Human Rights. New York (US): United Nations General Assembly; 1948. General Assembly Resolution 217 A of 10 December 1948.
[55]. United Nations (1979). Convention on the Elimination of All Forms of Discrimination against Women. New York (US): United Nations General Assembly; 1979. General Assembly Resolution 34/180 of 18 December 1979.
[56]. United Nations (2012). Monterrey Consensus on Financing for Development; 2012 Mar18 22; Monterrey, Mexico.Availablefrom:https://www.un.org/en/events/pastevents/pdfs/MonterreyConsensus.pdf.
[57]. United Nations (2015a). The Millennium Development Goals Report 2015. New York (US): UnitedNations;2015.Availablefrom:https://www.un.org/millenniumgoals/2015_MDG_Report/pdf/MDG%202015%20rev%20(July%201).pdf.
[58]. United Nations (2015c). Addis Ababa Action Agenda of the Third International Conference on Financing for Development. The resolution was adopted by the General Assembly on 27 July 2015. A/RES/69/313. New York (US): United Nations; 2015. Available from: https://undocs.org/A/RES/69/313.
[59]. United Nations (2015d). Transforming our world: The 2030 Agenda for Sustainable Development. New York (US): United Nations General Assembly; 2015; General Assembly Resolution 70/1 of 25 September 2015. Doc. A/RES/70/1. Available from: http://www.un.org/ga/search/view_doc.asp?symbol=A/RES/70/1&Lang=E.
[60]. United Nations Development Program (2018). Gender Inequality Index (GII). New York (US): UNDP. Available from: http://hdr.undp.org/en/content/gender-inequality-index-gii.
[61]. United Nations Women (2018). Turning Promises into Action: Gender Equality in the 2030 Agenda for Sustainable Development. New York (US): UN Women.
[62]. Vallanti, G., Cipollone, A. and Patacchini, E. (2012). Women Labor Market Performance in Europe: Trends and Shaping Factors (No. 4353). EcoMod.
[63]. Weng, J. and Young, D.S. (2017). Some dimension reduction strategies for the analysis of survey data. Journal of Big Data, 4(1), pp.1-19.
[64]. Women, U.N. (1995). Beijing Declaration and Platform for Action-Beijing+ 5 Political Declaration and Outcome.
[65]. Women, U.N. (2001). Important concepts underlying gender mainstreaming. Retrieved on April 14, p.2021.
[66]. Women, U.N. (2019). Progress on the sustainable development goals: the gender snapshot 2019.
[67]. World Bank. (2019). Women, Business, and the Law 2019. Washington, D.C.(US): The World Bank. Available from: http://pubdocs.worldbank.org/en/702301554216687135/WBL-DECADE-OF-REFORM-2019-WEB-04-01.pdf.
[68]. World Bank (IBRD), 2010. Women, business, and the law 2010: measuring legal gender parity for entrepreneurs and workers in 128 economies.
[69]. World Bank. (2011). World development report 2012: Gender equality and development. The World Bank.
[70]. World Economic Forum. (2018). Insight Report. The Global Gender Gap Report 2018. 13th Anniversary ed. Cologny (Switzerland): World Economic Forum. Available from: https://www.weforum.org/reports/the-globalgender-gap-report-2018.

ABSTRACT:
Gender inequality in the labor market has long been a source of concern in the global human rights and development agenda, it’s not just a necessary human right but it’s a precondition for economic development. Despite the realization of some MDGs, SDGs, and Agenda 2030 goals, women in SSA continue to be marginalized. Notably, SSA nations have eliminated 66.45 percent of gender disparities in general. The region, in specific, has achieved remarkable strides toward gender parity in education, reducing the gap by approximately 88 percent, 98 percent in health, and 71 percent in economic participation. However, there exist major gender differences in political empowerment, where only 21.8% of the gender gap has been closed. The study recommends that SSA countries should fully implement and live up to the requirements of the ILO and UN conventions and treaties on gender equality for economic prosperity.

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