Peran Moderasi Ketidaksetaraan Gender pada Pengaruh Pendidikan dan Kesehatan terhadap Pertumbuhan Ekonomi di Negara Berkembang Asia

Penulis

  • Ilham Febri Budiman Politeknik Keuangan Negara STAN
  • M. Daffa Fahada Lubis Politeknik Keuangan Negara STAN

DOI:

https://doi.org/10.22437/jpe.v20i2.47491

Kata Kunci:

developing countries, economic growth, gender equality, human capital, panel data

Abstrak

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.

Unduhan

Data unduhan belum tersedia.

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

Diterbitkan

2025-08-05

Cara Mengutip

Budiman, I. F., & Lubis, M. D. F. (2025). Peran Moderasi Ketidaksetaraan Gender pada Pengaruh Pendidikan dan Kesehatan terhadap Pertumbuhan Ekonomi di Negara Berkembang Asia. Jurnal Paradigma Ekonomika, 20(2), 54–72. https://doi.org/10.22437/jpe.v20i2.47491