Peran Moderasi Ketidaksetaraan Gender pada Pengaruh Pendidikan dan Kesehatan terhadap Pertumbuhan Ekonomi di Negara Berkembang Asia
DOI:
https://doi.org/10.22437/jpe.v20i2.47491Kata Kunci:
developing countries, economic growth, gender equality, human capital, panel dataAbstrak
Penelitian ini bertujuan untuk menganalisis peran moderasi ketidaksetaraan gender pada pengaruh pendidikan dan kesehatan terhadap pertumbuhan ekonomi di negara-negara berkembang Asia. Pendekatan yang digunakan adalah kuantitatif dengan data panel dari 32 negara selama periode 2014-2023 dan di analisis dengan Moderated Regression Analysis (MRA). Variabel penelitian meliputi rata-rata lama sekolah (RLS) untuk pendidikan, angka harapan hidup (AHH) untuk kesehatan, Indeks Ketidaksetaraan Gender (GII) sebagai variabel moderasi, dan PDB per kapita untuk pertumbuhan ekonomi. Hasil penelitian menunjukkan bahwa RLS dan AHH secara parsial maupun simultan berpengaruh positif dan signifikan terhadap PDB per kapita. Lebih lanjut, GII tidak terbukti memoderasi pengaruh RLS terhadap PDB per kapita, namun secara signifikan memoderasi pengaruh AHH terhadap PDB per kapita. Hal ini mengindikasikan bahwa efektivitas peningkatan kesehatan dalam mendorong pertumbuhan ekonomi dipengaruhi oleh tingkat kesetaraan gender.
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Referensi
Acemoglu, D., & Johnson, S. (2007). Disease and Development: The Effect of Life Expectancy on Economic Growth. Journal of Political Economy, 115(6), 925–985. https://doi.org/10.1086/529000
Ahmed, S., & Hossain, M. F. (2019). The Impact of Robotics in The Growth and Economic Development. The Business & Management Review., 204–215.
Akasumbawa, M. D. D., Adim, Abd., & Wibowo, M. G. (2021). Pengaruh Pendidikan, Angka Harapan Hidup dan Jumlah Penduduk Terhadap Pertumbuhan Ekonomi di Negara dengan Jumlah Penduduk Terbesar di Dunia. Riset, Ekonomi, Akuntansi Dan Perpajakan (Rekan), 2(1), 11–20. https://doi.org/10.30812/rekan.v2i1.1047
Allmendinger, J. (1989). Educational systems and labor market outcomes. European Sociological Review, 5(3), 231–250. https://doi.org/10.1093/oxfordjournals.esr.a036524
Altuzarra, A., Gálvez-Gálvez, C., & González-Flores, A. (2021). Is Gender Inequality a Barrier to Economic Growth? A Panel Data Analysis of Developing Countries. Sustainability, 13(1), 367. https://doi.org/10.3390/su13010367
Appiah, E. N. (2017). The Effect of Education Expenditure on Per Capita GDP in Developing Countries. International Journal of Economics and Finance, 9(10), 136. https://doi.org/10.5539/ijef.v9n10p136
Araki, S. (2025). Reassessing human capital and health capital over the life course: Causal mediation analysis of higher education, health, and wages. Social Science & Medicine, 381, 118299. https://doi.org/10.1016/j.socscimed.2025.118299
Araki, S., & Kariya, T. (2022). Credential Inflation and Decredentialization: Re-examining the Mechanism of the Devaluation of Degrees. European Sociological Review, 38(6), 904–919. https://doi.org/10.1093/esr/jcac004
Arcaya, M. C., & Saiz, A. (2020). Does education really not matter for health? Social Science & Medicine, 258, 113094.
Autor, D. H. (2014). Skills, education, and the rise of earnings inequality among the “other 99 percent”. Science, 344(6186), 843–851.
Avendano, M., Jürges, H., & Mackenbach, J. P. (2009). Educational level and changes in health across Europe: Longitudinal results from Share. Journal of European Social Policy, 19(4), 301–316. https://doi.org/10.1177/1350506809341512
Bah, I. A. (2023). The relationship between education and economic growth: A cross-country analysis. Research, Society and Development, 12(5), e19312540522. https://doi.org/10.33448/rsd-v12i5.40522
Barcellos, S. H., Carvalho, L. S., & Turley, P. (2018). Education can reduce health differences related to genetic risk of obesity. Proceedings of the National Academy of Sciences, 115(42). https://doi.org/10.1073/pnas.1802909115
Becker, G. S. (2007). Health as human capital: Synthesis and extensions. Oxford Economic Papers, 59(3), 379–410. https://doi.org/10.1093/oep/gpm020
Bleakley, H. (2010). Health, Human Capital, and Development. Annual Review of Economics, 2(1), 283–310.
Brand, J. E., & Xie, Y. (2010). Who Benefits Most from College?: Evidence for Negative Selection in Heterogeneous Economic Returns to Higher Education. American Sociological Review, 75(2), 273–302. https://doi.org/10.1177/0003122410363567
Bucci, A., Calcagno, R., Marsiglio, S., & Sequeira, T. N. (2025). Financial literacy, human capital and long-run economic growth. The North American Journal of Economics and Finance, 80, 102468. https://doi.org/10.1016/j.najef.2025.102468
Caglar, G. (2013). Gender Mainstreaming. Politics & Gender, 9(03), 336–344. https://doi.org/10.1017/s1743923x13000214
Chirikos, T. N. (1993). The Relationship between Health and Labor Market Status. Annual Review of Public Health, 14(1), 293–312.
Collins, R., Cottom, T. M., & Stevens, M. L. (2019). The Credential Society: An Historical Sociology of Education and Stratification. Columbia University Press.
Conti, G., Heckman, J., & Urzua, S. (2010). The Education-Health Gradient. American Economic Review, 100(2), 234–238. https://doi.org/10.1257/aer.100.2.234
Contoyannis, P., & Rice, N. (2001). The impact of health on wages: Evidence from the British Household Panel Survey. Empirical Economics, 26(4), 599–622. https://doi.org/10.1007/s001810000073
Cunha, F., Heckman, J., & Schennach, S. M. (2010). Estimating the Technology of Cognitive and Noncognitive Skill Formation. Econometrica, 78(3), 883–931. https://doi.org/10.3982/ecta6551
Cutler, D. M., & Lleras-Muney, A. (2010). Understanding differences in health behaviors by education. Journal of Health Economics, 29(1), 1–28. https://doi.org/10.1016/j.jhealeco.2009.10.003
De Pleijt, A. M., & Frankema, E. (2025). The deeper roots of human capital formation and economic development in Southeast Asia, 1900–2000. Journal of Development Economics, 176, 103506. https://doi.org/10.1016/j.jdeveco.2025.103506
Deming, D. J. (2022). Four Facts about Human Capital. Journal of Economic Perspectives, 36(3), 75–102. https://doi.org/10.1257/jep.36.3.75
Dong, Z., Abd Aziz, M. F., & Wang, Y. (2025). Human capital accumulation, technological progress, and corporate financialization. International Review of Economics & Finance, 101, 104235. https://doi.org/10.1016/j.iref.2025.104235
Ferrant, G. (2015). How Do Gender Inequalities Hinder Development? Cross-Country Evidence. GENES, 117, 313–352.
Fletcher, J. M. (2015). New evidence of the effects of education on health in the US: Compulsory schooling laws revisited. Social Science & Medicine, 127, 101–107. https://doi.org/10.1016/j.socscimed.2014.09.052
Galor, O. (2005). From Stagnation to Growth: Unified Growth Theory. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.651526
Ghozali, I. (2018). Aplikasi Analisis Multivariate dengan Program IBM SPSS 25 (9th edn). Badan Penerbit Universitas Diponegoro.
Goodwin, T. M., Jason Hall, & Celeste Raymond. (2017). Gender Inequality and Economic Growth. Proceedings of the National Conference On Undergraduate Research University of Memphis.
Grant, C. (2017). The Contribution of Education to Economic Growth. K4D Helpdesk Report.
Grossman. (2000). Chapter 7 The human capital model. Elsevier. https://doi.org/10.1016/s1574-0064(00)80166-3
Gujarati, D. N., & Porter, D. C. (2009). Basic econometrics (5th edn). The McGraw-Hill.
Hanushek, E. A., Schwerdt, G., Wiederhold, S., & Woessmann, L. (2015). Returns to skills around the world: Evidence from PIAAC. European Economic Review, 73, 103–130. https://doi.org/10.1016/j.euroecorev.2014.10.006
Hanushek, E. A., & Woessmann, L. (2015). The knowledge capital of nations: Education and the economics of growth. The MIT Press.
Heckman, J. J., Humphries, J. E., Veramendi, G., & Urzua, S. S. (2014). Education, Health and Wages. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.2409549
Hou, C., & Liu, H. (2025). Human capital structure upgrading and corporate fraud: Evidence from China. International Review of Economics & Finance, 102, 104368. https://doi.org/10.1016/j.iref.2025.104368
Hout, M. (2012). Social and Economic Returns to College Education in the United States. Annual Review of Sociology, 38(1), 379–400.
Huda, N., & Indahsari, K. (2021). Pengaruh Rata-rata Lama Sekolah, Angka Harapan Hidup, dan Pengeluaran per Kapita terhadap Pertumbuhan Ekonomi Provinsi Jawa Timur tahun 2014-2018. Buletin Ekonomika Pembangunan, 2(1), 55–66.
Human Capital (with Goldin, C.). (2024). Springer International Publishing. https://doi.org/10.1007/978-3-031-35583-7_23
Jäckle, R., & Himmler, O. (2010). Health and Wages: Panel Data Estimates Considering Selection and Endogeneity. Journal of Human Resources, 45(2), 364–406. https://doi.org/10.3368/jhr.45.2.364
Katila, P., Svels, K., & Tzemi, D. (2025). Gender equality in Nordic forest research – A literature review. Forest Policy and Economics, 171, 103399. https://doi.org/10.1016/j.forpol.2024.103399
Klasen, S., & Lamanna, F. (2009). The Impact of Gender Inequality in Education and Employment on Economic Growth: New Evidence for a Panel of Countries. Feminist Economics, 15(3), 91–132. https://doi.org/10.1080/13545700902893106
Lager, A. C. J., & Torssander, J. (2012). Causal effect of education on mortality in a quasi-experiment on 1.2 million Swedes. Proceedings of the National Academy of Sciences, 109(22), 8461–8466. https://doi.org/10.1073/pnas.1105839109
Li, J., Xue, E., Wei, Y., & He, Y. (2024). How popularising higher education affects economic growth and poverty alleviation: Empirical evidence from 38 countries. Humanities and Social Sciences Communications, 11(1). https://doi.org/10.1057/s41599-024-03013-5
Lombardo, E., Meier, P., & Verloo, M. (Eds). (2009). The discursive politics of gender equality: Stretching, bending, and policy-making. Routledge.
Lövdén, M., Fratiglioni, L., Glymour, M. M., Lindenberger, U., & Tucker-Drob, E. M. (2020). Education and Cognitive Functioning Across the Life Span. Psychological Science in the Public Interest, 21(1), 6–41.
Lucas, R. E. (1988). On the mechanics of economic development. Journal of Monetary Economics, 22(1), 3–42. https://doi.org/10.1016/0304-3932(88)90168-7
Mankiw, N. G. (2022). Macroeconomics (11th edn). Worth Publishers.
Milner, A., Scovelle, A. J., Hewitt, B., Maheen, H., Ruppanner, L., & King, T. L. (2020). Shifts in gender equality and suicide: A panel study of changes over time in 87 countries. Journal of Affective Disorders, 276, 495–500. https://doi.org/10.1016/j.jad.2020.07.105
Mushkin, S. J. (1962). Health as an Investment. Journal of Political Economy, 70(5), 129–157.
Nayyar, D. (2019). Resurgent Asia: Diversity in Development (1st edn). Oxford University PressOxford. https://doi.org/10.1093/oso/9780198849513.001.0001
Obama, F. X. N. (2025). Gender inequality, women’s human capital and female suicide in selected MENA countries. SSM - Population Health, 30, 101819. https://doi.org/10.1016/j.ssmph.2025.101819
Our World in Data. (2025). Gender Inequality Index 2023 UNDP. https://ourworldindata.org/grapher/gender-inequality-index-from-the-human-development-report?mapSelect=~OWID_ASI
Paul M Romer. (1990). Endogenous Technological Change. Journal of Political Economy, 98(5).
Psacharopoulos, G., & Patrinos, H. A. (2018). Returns to investment in education: A decennial review of the global literature. Education Economics, 26(5), 445–458. https://doi.org/10.1080/09645292.2018.1484426
Raghupathi, V., & Raghupathi, W. (2020). The influence of education on health: An empirical assessment of OECD countries for the period 1995–2015. Archives of Public Health, 78(1). https://doi.org/10.1186/s13690-020-00402-5
Ram, H., Moradhvaj Dhakad, Swastika Chakravorty, & Srinivas Goli. (2022). Does gender inequality affect economic development? An evidence based on analysis of cross-national panel data of 158 countries. SSRN Electronic Journal.
Rasnino, C. A., Nuryadin, D., & Suharsih, S. (2022). Pengaruh Angka Harapan Hidup, Rata-rata Lama Sekolah dan Konsumsi Rumah Tangga Terhadap Pertumbuhan Ekonomi di Kabupaten/Kota Provinsi Lampung, 2014-2019. Jurnal Impresi Indonesia, 1(3), 191–200. https://doi.org/10.58344/jii.v1i3.29
Rocco, L., Fumagalli, E., Mirelman, A. J., & Suhrcke, M. (2021). Mortality, morbidity and economic growth. PLOS ONE, 16(5), e0251424. https://doi.org/10.1371/journal.pone.0251424
Rodriguez-Alvarez, A., & Rodriguez-Gutierrez, C. (2018). The impact of health on wages: Evidence for Europe. The European Journal of Health Economics, 19(8), 1173–1187. https://doi.org/10.1007/s10198-018-0966-2
Schneider-Kamp, A. (2021). Health capital: Toward a conceptual framework for understanding the construction of individual health. Social Theory & Health, 19(3), 205–219. https://doi.org/10.1057/s41285-020-00145-x
Swastika, S. U., & Arifin, Z. (2023). Analisis Pengaruh Rata-Rata Lama Sekolah, Umur Harapan Hidup Saat Lahir, dan Pengeluaran Perkapita terhadap Pertumbuhan Ekonomi Kabupaten/Kota di Provinsi DKI Jakarta. Jurnal Ilmu Ekonomi, 7(03), 449–464. https://doi.org/10.22219/jie.v7i03.28113
Teixeira, A. A. C., & Queirós, A. S. S. (2016). Economic growth, human capital and structural change: A dynamic panel data analysis. Research Policy, 45(8), 1636–1648. https://doi.org/10.1016/j.respol.2016.04.006
Todaro, M. P., & Smith, S. C. (2020). Economic Development (13th edn). Pearson Education Ltd.
UNDP. (2025). Human Development Index (HDI) Data. https://hdr.undp.org/data-center/human-development-index#/indicies/HDI
Weil, D. N. (2013). Economic Growth (3rd edn). Pearson Education Ltd.
The World Bank. (2025). Gross Domestic Product (GDP) per capita (constant LCU). https://data.worldbank.org/indicator/NY.GDP.PCAP.KN
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