Analysis of Gender Equality Against Per Capita Income on Sumatra Island
Abstract
This study analyzes the impact of gender equality on per capita income in the Sumatra region using a panel data approach with the Random Effects Model (REM) estimation method. The model yielded a coefficient of determination (R²) of 0.73825. In the context of the Sustainable Development Goals (SDGs), gender equality is considered a key element in promoting inclusive and sustainable economic growth. This study utilizes panel data from 2018 to 2023, covering seven main indicators: the Human Development Index (HDI), the Gender Development Index (GDI), the Gender Inequality Index (GII), the ratio of average years of schooling between males and females (RLS), the ratio of the productive age population between males and females (RUP), the ratio of labor force participation rate between males and females (RTPAK), and women's representation in parliament (PP). The analysis results indicate that the Human Development Index and the ratio of average years of schooling between males and females have a positive and significant effect on per capita income in the Sumatra region.
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References
Adisasmita, R. (2008). Regional Development: Economic, Social and Infrastructure Approaches. Graha Ilmu.
Amalina, S., Hapsari, D., Hutagaol, M. P., & Asmara, A. (2013). Inclusive growth: The phenomenon of inclusive growth in Western and Eastern Indonesia. Journal of Economics and Development Policy, 2(2), December 2013 Edition.
Arsyad, L. (1999). Introduction to Regional Economic Planning and Development. BPFE Yogyakarta.
Arsyad, L. (1999). Development Economics (4th ed.). STIE YKPN Yogyakarta.
Bag, S., & Barman, R. (2022). Women's economic empowerment and inclusive growth: A study on emerging economies. Economic Studies Review, 48(3), 112–135.
Barro, R. J., & Lee, J. W. (n.d.). International measures of schooling years and schooling quality. American Economic Review, 86.
Basuki, A., & Tri. (2016). Regression Analysis in Economic and Business Research. Yogyakarta: PT Rajagrafindo Persada.
Brundtland Report. (1987). Our Common Future. Oxford University Press.
Campbell, S. (1996). Green cities, growing cities, just cities? Urban planning and the contradictions of sustainable development. Journal of the American Planning Association, 296–312.
Central Bureau of Statistics of Indonesia. (2020–2023). Gender Development Index in Figures for 2023. Indonesia: BPS Indonesia.
Central Bureau of Statistics of Indonesia. (2020–2023). Gender Empowerment Health Index in Figures for 2023. Indonesia: BPS Indonesia.
Central Bureau of Statistics of Indonesia. (2020–2023). Gender Inequality Index in Figures for 2023. Indonesia: BPS Indonesia.
Central Bureau of Statistics of Indonesia. (2020–2023). Human Development Index by Sex in 2023 Figures. Indonesia: BPS Indonesia.
Central Bureau of Statistics of Indonesia. (2020–2023). Provinces of Sumatra Island in Figures 2023. Indonesia: BPS Indonesia.
Demaidi, M. N., & Al-Sahili, K. (2021). Integrating SDGs in higher education—Case of climate change awareness and gender equality in a developing country according to RMEI-TARGET strategy. Sustainability, 13(6), 3101. https://doi.org/10.3390/su13063101
Dollar, D., & Gatti, R. (1999). Gender inequality, income and growth: Are good times good for women? Mimeograph, World Bank, Washington DC.
Gary Becker. (1964). Human Capital: A Theoretical and Empirical Analysis, with Special Reference to Education. University of Chicago Press.
Grasa, A. A. (1989). Econometric Model Selection: A New Approach. Kluwer.
Gunadi Brata, A. (2004). Analysis of the reciprocal relationship between human development and regional economic performance level II in Indonesia. Research Institute of Atma Jaya University Yogyakarta.
Gujarati, D. N. (2003). Basic Econometrics (4th ed.). New York: McGraw-Hill.
Harahap, R. F. (2014). Analysis of the influence of gender inequality on economic growth in Central Java Province. Thesis.
Heleta, S., & Bagus, T. (2021). Sustainable development goals and higher education: Leaving many behind. Higher Education, 81(1), 163–177. https://doi.org/10.1007/s10734-020-00573-8
Irmayanti. (2017). The influence of the Human Development Index on economic growth in Polewali Mandar Regency. UIN Alauddin Makassar.
Jhingan, M. L. (2007). Development Economics and Planning. PT Raja Grafindo Persada.
Khotimah, K. (2009). Gender discrimination against women in the employment sector. Journal of Gender and Child Studies, 4.
Klasen, S., & Lamanna, F. (2008). The impact of gender inequality in education and employment on economic growth in developing countries: Updates and extensions. Feminist Economics, 15.
KPPA. (2018). Gender-Based Human Development. Jakarta.
Kuncoro, M. (2003). Research Methods for Business & Economics. Jakarta: Erlangga.
Kuncoro, M. (2006). Development Economics: Theory, Problems, and Policies. UPP AMP YKPN.
Kuncoro, M. (2010). Fundamentals of Development Economics. Yogyakarta: UPP STIM YKPN.
Kutner, M. H., Nachtsheim, C. J., & Neter, J. (2004). Applied Linear Regression Models. New York: McGraw-Hill/Irwin.
Mankiw, N. G., Romer, D., & Weil, D. N. (1992). A contribution to the empirics of economic growth. The Quarterly Journal of Economics, 107(2), 407–437.
Moser, C. (1993). Gender Planning and Development: Theory, Practice and Training. Routledge.
Mosse, J. C. (2003). Gender and Development. Routledge.
Nancy Folbre. (1994). Who Pays for the Kids? Gender and the Structures of Constraints. Routledge.
Parameswaran, G. (2022). A history of ecofeminist-socialist resistance to eco-crisis in India. Journal of International Women's Studies, 24(2), 4.
Parameswaran, R. (2022). Gender-inclusive policies and sustainable development in Southeast Asia. Asian Development Policy Review, 10(2), 78–96.
Pritchett, L. (2000). Where has all the education gone? Working Paper No. 1581, Policy Research Department.
Purba, U. (2016). Analysis of the influence of gender inequality on economic growth in Lampung Province. Thesis.
Rahmawati, S., & Hidayah, R. (2020). Analysis of the Gender Development Index in East Java and its impact on the regional economy. Journal of Economics and Regional Development, 12(1), 55–72.
Rahmanta. (2018). Regional Economic Development: Theory and Application. Graha Ilmu.
Rasyadi, A. (2011). The influence of Gross Domestic Product (GDP) and Labor Force Participation Rate (LFPR) on poverty in Indonesia. UIN Syarif Hidayatullah Jakarta.
Sadono, S. (2000). Introduction to Macroeconomic Theory. Jakarta: PT Raja Grafindo Persada.
Sadono, S. (2006). Development Economics: Process, Problems, and Policy Basis. PT Raja Grafindo Persada.
Seguino, S. (2008). Micro-macro linkage between gender, development, and growth: Implications for the Caribbean region. Journal of Eastern Caribbean Studies, 33.
Sen, A. (1999). Development as Freedom. Oxford University Press.
Sirojuzilam. (2008). Regional Economics: Theory and Application. University of North Sumatra Press.
Sirojuzilam. (2015). Development Economics and Regional Planning. Graha Ilmu.
Todaro, M. P., & Smith, S. C. (2006). Economic Development. Pearson Education.
Toha, M. (2017). Pengaruh Islamic Service Quality, Pengalaman, dan Reputasi Perusahaan Terhadap Kepercayaan dan Loyalitas Nasabah di Bank Muamalat Tulungangung [UIN Sunan Ampel Surabaya]. https://digilib.uinsa.ac.id/20747/
UNDP. (1995). Human Development Report. United Nations Development Programme.
UNDP. (2020). Gender inequality and economic growth: The role of policy reforms. United Nations Development Programme.
UNESCO. (2020). Global Education Monitoring Report 2020: Gender Report. UNESCO Publishing.
Widarjono, A. (2007). Econometrics: Theory and Applications for Economics and Business. Yogyakarta: Ekonisia Faculty of Economics, Islamic University of Indonesia.
World Bank. (2005). Gender and Development in the Middle East and North Africa: Women in the Public Sphere. World Bank Publications.
World Bank. (2011). World Development Report 2011: Gender Equality and Development. World Bank Publications.
World Bank. (2021). Women, Business, and the Law 2021. World Bank Publications.
World Economic Forum. (2023). Global Gender Gap Report 2023. World Economic Forum.
Yunita, M. (2012). The influence of the Human Development Index composite indicator on economic growth in South Sulawesi. Journal of Development Economics, 10(1), 22–35.
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