Modeling the Dimensions of Globalization, Economic Growth, Inequality, and Poverty in Indonesia Using VAR/VECM Method

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Qurrota Ayu Nindien
Nadya Ramadhani Ikhsana
Yohanes Novi Armunanto

Abstract

This study analyzes the relationship between various dimensions of globalization, economic growth indicators, inequality, and poverty in Indonesia using a VECM framework. All variables are stationary at the first difference, and the Johansen cointegration test identifies four cointegrating vectors, indicating a long-run equilibrium among poverty (POV), FDI, inequality (GR), unemployment (UE), economic openness (IEG), economic cooperation (IEC), and social openness (ISG). Based on the Akaike Information Criterion (AIC), a lag order of two is selected, and the VAR stability test confirms that the model is valid. In the long run, FDI, GR, UE, IEG, and ISG significantly influence poverty, whereas IEC shows no significant effect. FDI, IEG, GR, and ISG contribute to poverty reduction, while UE increases poverty. No variable exhibits short-run significance, but the significant error correction term (ECT) reflects a gradual adjustment toward long-term equilibrium. The FEVD results show that up to the tenth period, the variance in POV is primarily explained by POV itself (63.97%), followed by ISG (15.77%), GR (12.76%), and UE (5.49%), whereas FDI, IEG, and IEC contribute less than 1%. Overall, poverty dynamics in Indonesia are largely driven by their own persistence, with additional contributions from social openness and inequality.

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References

[1] R. P. Paksi. Determinants of economic growth: Case of Indonesia. Jurnal Dinamika Pembangunan, 3(3):157–171, 2020.

[2] T. Taufiqurrahman and K. Khoirunurrofik. Special economic zones (SEZs) impact on poverty in Indonesia. Jurnal Perencanaan Pembangunan: The Indonesian Journal of Development Planning, 7(2):231–249, 2023.

[3] Warsono, A. M. Sulandra, D. Kurniasari, M. Usman, and B. Susetyo. Integrating VAR and CNN models for accurate forecasting of money supply in Indonesia. Integra: Journal of Integrated Mathematics and Computer Science, 2(2):48–55, 2025.

[4] R. Nopiah, A. Ekaputri, and D. Anggraini. Financial technology and poverty alleviation in Indonesia during the COVID-19: Impact evaluation analysis. Ekombis Review, 12(1):499–516, 2024.

[5] A. Puspitasari, E. Khinara, K. S. Rodiyah, S. P. Sunardi, and J. I. Daoud. Path analysis effect corruption, tax, inequality economy and poverty level against percentage of teenagers not attending school. Integra: Journal of Integrated Mathematics and Computer Science, 2(1):25–32, 2025.

[6] A. Widarjono. Ekonometrika: Teori dan Aplikasi. UPP STIM YKPN, Yogyakarta, 5th edition, 2018.

[7] B. Juanda and Junaidi. Ekonometrika Deret Waktu: Teori dan Aplikasi. IPB Press, Bogor, 2012.

[8] C. A. Sims. Macroeconomics and reality. Econometrica, 48(1):1–48, 1980.

[9] D. N. Gujarati and D. C. Porter. Basic Econometrics. McGraw-Hill, 2009.

[10] M. Firdaus. Aplikasi Ekonometrika dengan E-Views, Stata dan R. IPB Press, 2020.

[11] W. A. Lewis. Economic development with unlimited supplies of labour. The Manchester School, 22(2):139–191, 1954.

[12] R. Nurkse. Problems of Capital Formation in Underdeveloped Countries. Oxford University Press, 1953.

[13] F. Ahmad, M. U. Draz, L. Su, I. Ozturk, A. Rauf, and S. Ali. Impact of FDI inflows on poverty reduction in the ASEAN and SAARC economies. Sustainability, 11(9):2565, 2019.

[14] F. O. Anetor, E. Esho, and G. Verhoef. The impact of foreign direct investment, foreign aid and trade on poverty reduction: Evidence from Sub-Saharan African countries. Cogent Economics and Finance, 8(1):1737347, 2020.

[15] M. B. Khan, X. Huobao, and H. Saleem. Direct impact of inflow of foreign direct investment on poverty reduction in Pakistan: A bounds testing approach. Economic Research–Ekonomska Istraživanja, 32(1):3647–3666, 2019.

[16] Q. A. Do, Q. H. Le, T. D. Nguyen, V. A. Vu, L. H. Tran, and C. T. T. Nguyen. Spatial impact of foreign direct investment on poverty reduction in Vietnam. Journal of Risk and Financial Management, 14(7):292, 2021.

[17] M. T. Magombeyi and N. M. Odhiambo. FDI inflows and poverty reduction in Botswana: An empirical investigation. Cogent Economics and Finance, 6(1):1480302, 2018.

[18] S. Arogundade, M. Biyase, and S. Bila. Be nice to thy neighbors: Spatial impact of foreign direct investment on poverty in Africa. Economies, 10(6):128, 2022.

[19] M. T. Magombeyi and N. M. Odhiambo. Dynamic impact of FDI inflows on poverty reduction: Empirical evidence from South Africa. Sustainable Cities and Society, 39:519–526, 2018.

[20] M. Mahadiansar, R. Setiawan, E. Darmawan, and F. Kurnianingsih. Realitas perkembangan investasi asing langsung di Indonesia tahun 2019. Matra Pembaruan, 5(1):65–75, 2021.

[21] S. Kuznets. International differences in income levels: Reflections on their causes. Economic Development and Cultural Change, 2(1):3–26, 1953.

[22] M. Amponsah, F. W. Agbola, and A. Mahmood. The relationship between poverty, income inequality and inclusive growth in Sub-Saharan Africa. Economic Modelling, 126:106415, 2023.

[23] R. J. Kumaat, D. C. Rotinsulu, and V. A. Rumate. Analysis of income inequality and its effect on poverty through economic growth (Case of Talaud Islands District). In 6th Annual International Conference on Management Research (AICMaR 2019), pages 178–181. Atlantis Press, 2020.

[24] I. Musa, E. Enaberue, and S. Magaji. Impact of income inequality on poverty level in Nigeria: Evidence from ARDL model. Asian Journal of Economics, Business and Accounting, 24(5):86–98, 2024.

[25] O. A. Adelowokan, O. E. Maku, A. O. Babasanya, and A. B. Adesoye. Unemployment, poverty and economic growth in Nigeria. Journal of Economics and Management, (35):5–17, 2019.

[26] D. Dahliah and A. N. Nur. The influence of unemployment, human development index and gross domestic product on poverty level. Golden Ratio of Social Science and Education, 1(2):95–108, 2021.

[27] N. Feriyanto, D. E. Aiyubbi, and A. Nurdany. The impact of unemployment, minimum wage, and real gross regional domestic product on poverty reduction in provinces of Indonesia. Asian Economic and Financial Review, 10(10):1088–1100, 2020.

[28] M. S. Meo, V. J. Khan, T. O. Ibrahim, S. Khan, S. Ali, and K. Noor. Asymmetric impact of inflation and unemployment on poverty in Pakistan: New evidence from asymmetric ARDL cointegration. Asia Pacific Journal of Social Work and Development, 28(4):295–310, 2018.

[29] M. Z. Ngubane, S. Mndebele, and I. Kaseeram. Economic growth, unemployment and poverty: Linear and non-linear evidence from South Africa. Heliyon, 9(10), 2023.

[30] O. S. Adegboyo, O. O. Efuntade, D. O. Olugbamiye, and A. O. Efuntade. Trade openness and poverty reduction in Nigeria. EuroEconomica, 40(2), 2021.

[31] T. S. Arabiyat, M. Mdanat, and G. Samawi. Trade openness, inclusive growth, and inequality: Evidence from Jordan. The Journal of Developing Areas, 54(1), 2020.

[32] G. Maluleke and N. Vacu-Nqila. Trade openness and poverty reduction in South Africa. Acta Economica, 22(40):97–118, 2024.

[33] H.-T. Nessa and K. S. Imai. Trade openness and working poverty: Empirical evidences from developing countries. International Trade, Politics and Development, 7(2):58–76, 2023.

[34] N. Awuse. The effects of internal migration on poverty reduction in Ghana. African Journal of Applied Research, 4(2):65–80, 2018.

[35] J. Kwak and M. Chankseliani. International student mobility and poverty reduction: A cross-national analysis of low- and middle-income countries. International Journal of Educational Research, 128:102458, 2024.

[36] R. Davidson and J. G. MacKinnon. Econometric Theory and Methods. Oxford University Press, New York, 2004.

[37] H. Seddighi. Introductory Econometrics: A Practical Approach. Routledge, 2013.

[38] P. J. Brockwell and R. A. Davis. Introduction to Time Series and Forecasting. Springer, 2002.

[39] W. Enders. Applied Econometric Time Series. John Wiley & Sons, 2008.

[40] M. Verbeek. A Guide to Modern Econometrics. John Wiley & Sons, 2017.