The Effect of Productivity, Unemployment, Inflation, and Government Spending on Income Inequality in East Java
Abstract
Income inequality is an obstacle for Indonesia to try to escapethe middle income trap. Income inequality in the country shows an upward trend, due to low labor productivity, rising unemployment, and inflation. This study aims to examines the effectof labor productivity, unemployment, inflation, and government spending on health and education in districts/cities of East Java province from 2018 to 2023. The results of theoretical testing using the Sys-GMM analysis model explain that labor productivityshows a relationship with the same direction, as well as significant to the Gini index variable, as a measure of income inequality. The number of low-educated workers and dominated by informal sector workers is a strong reason for this phenomenon. The formation of the regional inflation control team proved to be very effective. This can be seen from the absence of a significant effect of inflation on income inequality. The unemployment rate and income inequality shows a relationship with the same direction and significant. Local government efforts through education spending have a significant effect on income inequality, but the positive relationship between the two indicates that education spending targeting primary and secondary non-vocational education takes a long time to affect income inequality. Health spending has a significant effect on lowering income inequality. Regional health insurance programs and worker health monitoring are quite effective in improving the quality of health of the whole society.
References
Abdullah, A., Doucouliagos, H., & Manning, E. (2015). Does Education Reduce Income Inequality? A Meta‐Regression Analysis. Journal of Economic Surveys, 29(2), 301–316.
Albanesi, S. (2007). Inflation and Inequality. Journal of Monetary Economics, 54(4), 1088–1114.
Altunbaş, Y., & Thornton, J. (2022). Does Inflation Targeting Increase Income Inequality? Journal of Post Keynesian Economics, 45(4), 558–580.
Anderson, E., Jalles d’Orey, M. A., Duvendack, M., & Esposito, L. (2015). The Impact of Government Policies on Income Inequality and The Translation of Growth into Income Poverty Reduction: Protocol for Two Systematic Reviews. Journal of Development Effectiveness, 7(4), 484–498.
Anderson, E., Jalles D’Orey, M. A., Duvendack, M., & Esposito, L. (2016). Does Government Spending Affect Income Inequality? A Meta‐Regression Analysis. Journal of Economic Surveys, 31(4), 961–987.
Arestis, P. (2020). Productivity and inequality in the UK: A political economy perspective. Review of Evolutionary Political Economy, 1(2), 183–197.
Atolia, M., Chatterjee, S., & Turnovsky, S. J. (2011). Growth and Inequality: Dependence on the Time Path of Productivity Increases (and other Structural Changes). https://dx.doi.org/10.2139/ssrn.1321805
Badan Pusat Statistik (BPS). (2024). Gini Rasio 2020-2022. Badan Pusat Statistik.
Badan Pusat Statistik Jawa Timur (BPS Jatim). (2023a). Produk Domestik Regional Bruto Provinsi Jawa Timur Menurut Lapangan Usaha 2018-2022. Badan Pusat Statistik Provinsi Jawa Timur.
Badan Pusat Statistik Jawa Timur (BPS Jatim). (2023b). Statistik Daerah Provinsi Jawa Timur 2023. Badan Pusat Statistik Provinsi Jawa Timur.
Badan Pusat Statistik Jawa Timur (BPS Jatim). (2024). Laporan Eksekutif Keadaan Angkatan Kerja Provinsi Jawa Timur 2023 (Vol. 20). BPS Provinsi Jawa Timur.
Baldwin, R. E. (1986). Pembangunan dan Pertumbuhan Ekonomi: Di Negara-Negara Berkembang. PT. Bina Aksara.
Baltagi, B. H. (2021). Econometric Analisys of Panel Data (Sixth Edition). Springer.
Blundell, R., & Bond, S. (1998). Initial Conditions and Moment Restrictions in Dynamic Panel Data Models. Journal of Econometrics, 87, pp.115-143.
Davoodi, H., Tiongson, E., & Asawanuchit, S. (2003). How useful are benefit incidence analyses of public expenditure and health spending? IMF Working Paper 03/227. International Monetary Fund.
Doepke, M., & Schneider, M. (2006). Inflation and the Redistribution of Nominal Wealth. Journal of Political Economy, 114(6), 1069–1097.
Faizal, N. A. (2021). Usaha Meningkatkan Kualitas Pendidikan Melalui Mandatory Spending Anggaran Pendidikan. https://anggaran.kemenkeu.go.id/in/post/usaha-meningkatkan-kualitas-pendidikan-melalui-mandatory-spending-anggaran-pendidikan-
Furman, J., & Orszag, P. (2017). Slower Productivity and Higher Inequality: Are They Related? Facing Up to Low Productivity Growth. The Policy Implications of Sustained Low Productivity Growth, Washington.
Getachew, Y. Y., & Turnovsky, S. J. (2015). Productive Government Spending and Its Consequences for The Growth–Inequality Tradeoff. Research in Economics, 69(4), 621–640.
Goñi, E., Humberto López, J., & Servén, L. (2011). Fiscal Redistribution and Income Inequality in Latin America. World Development, 39(9), 1558–1569.
Gupta, S., Verhoeven, M., & Tiongson, E. (2002). The Effectiveness of Government Spending on Education and Health Care in Developing and Transition Economies. European Journal of Political Economy, 18(4), 717–737.
Hyoungjong, K., & Dong-Eun, R. (2022). The Effects of Asset Prices on Income Inequality: Redistribution Policy does Matter. Economic Modelling, 113.
Komaryani, K. (2022). Pengantar Ekonomi Kesehatan. PPJK Kemenkes RI.
Krugman, P. (1994). Defining and Measuring Productivity. https://www.oecd.org/sdd/productivity-stats/40526851.pdf
Law, C.-H., & Soon, S.-V. (2020). The Impact of Inflation on Income Inequality: The Role of Institutional Quality. Applied Economics Letters, 27(21), 1735–1738.
Mangkoesoebroto, G. (2001). Ekonomi Publik (Edisi Ketiga). BPFE.
Mankiw, N. G. (2016). Macroeconomics. Worth Publishers.
Martinez, R., Ayala, luis, & Ruiz-Huerta, J. (2001). The Impact of Unemployment on Inequality and Poverty in OECD Countries. The Economics of Transition, 9(2), 417–447.
Martinez-Vazquez, J., Vulovic, V., & Dodson, B. M. (2012). The Impact of Tax and Expenditure Policies on Income Disttribution: Evidence from a Large Panel of Countries. Review of Public Economics, 200(4), 95–130.
Mayer, T. (1980). David Hume and Monetarism. The Quarterly Journal of Economics, 95(1), 89–101.
Milanovic, B. (2016). Global Inequality: A New Approach for The Age of Globalization. Harvard University Press.
Mishkin, F. S. (2013). The Economics of Money, Banking, and Financial Markets. Pearson Education, Inc.
Montevirgen, K. (2024). Inflation. https://www.britannica.com/money/inflation-economics#ref3510
Parker, J. (2010). Models Of Unemployment. Reed College.
Pietro, W. R. D. (2014). Productivity Growth and Income Inequality. Journal of Economics and Development Studies, 2(3).
Purwono, R., Wardana, W. W., Haryanto, T., & Mubin, M. K. (2021). Poverty Dynamics in Indonesia: Empirical Evidence From Three Main Approaches. World Development Perspectives, 23, 100346.
Ravallion, M. (2003). The Debate on Globalization, Poverty and Inequality: Why Measurement Matters. International Affairs, 79(4), 739–753.
Ray, D. (1998). Development Economics. Princeton University Press.
Ridwan, & Nawir, I. S. (2021). Buku Ekonomi Publik. Pustaka Pelajar.
Şenol, N., & Orhan, A. (2020). Economic Nature of Social Inequality, The Impacts of Education and Health Expenditures, and Unemployment on Income Inequality in Turkey and Selected OECD Countries. Journal of Emerging Economies and Policy, 5(2), 37–43.
Shabnum, S., & Malik, Z. (2023). The Impact of Inflation and Unemployment on Income Inequality in Pakistan. Journal of Applied Economics and Business Studies, 7(1), 119–138.
Sharimakin, A., Oseni, M. S., & Adegboye, A. C. (2015). Education, Labour Productivity and Income Inequality In Nigeria. Annals of the University of Petroşani, 15(1), 295–306.
Siami-Namini, S., & Hudson, D. (2019). Inflation and income inequality in developed and developing countries. Journal of Economic Studies, 46(3), 611–632.
Sintos, A. (2023). Does Inflation Worsen Income Inequality? A Meta-Analysis. Economic Systems, 47(4), 101146.
Tadjoeddin, M. Z. (2016). Earnings, Productivity and Inequality in Indonesia. The Economic and Labour Relations Review, 27(2), 248–271.
Todaro, M. P., & Smith, S. C. (2015). Economic Development (12th Edition). Pearson Education, Inc.
Ulu, D. M. İ. (2018). The Effect Of Government Social Spending On Income Inequality In OECD : A Panel Data Analysis. International Journal of Economics Politics Humanities and Social Sciences, 1(3).
Verberi, C., & Yaşar, S. (2021). The Effects of Social Spending on Income Inequality in 30 OECD Countries. Istanbul Journal of Economics / İstanbul İktisat Dergisi, 71(1), 39–57.
Wibowo, T. (2017). Ketimpangan Pendapatan dan Middle Income Trap. Kajian Ekonomi dan Keuangan, 20(2), 111–132.
Zandi, G., Rehan, R., Hye, Q. M. A., Mubeen, S., & Abbas, S. (2022). Do Corruption, Inflation and Unemployment Influence the Income Inequality of Developing Asian Countries? International Journal of Applied Economics, Finance and Accounting, 14(2), 118–128.
Copyright (c) 2024 Dimas Wahyu Rozaki, Bambang Eko Afiatno
This work is licensed under a Creative Commons Attribution 4.0 International License.