Copyright (c) 2026 Bashir Ahmad Niazmal, Sayed Ahmad Sadaat

This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
Macroeconomic Factors Affecting the Level of Unemployment in Malaysia
Corresponding Author(s) : Sayed Ahmad Sadaat
Journal of Social Sciences and Humanities,
Vol. 3 No. 2 (2026): April
Abstract
Reducing unemployment is one of the essential macroeconomic objectives, while many countries find it difficult to manage it. The current study examines annual time-series data from 1980 to 2022 to determine how unemployment in Malaysia is affected by key macroeconomic factors, including economic growth, inflation, foreign direct investment (FDI), and population growth. The Autoregressive Distributed Lag (ARDL) technique is used in the study to examine both short- and long-term dynamics among the variables. According to the empirical findings, there is a negative correlation between GDP growth and unemployment: for every 1% increase in GDP, the unemployment rate decreases by 0.099%. Although the effect's magnitude remains low due to structural limitations and labor market inefficiencies, this result confirms Okun's Law and indicates that economic expansion helps create jobs. Likewise, the results indicate that inflation has a statistically significant negative effect on unemployment, which confirms the validity of the Phillips Curve hypothesis. It is suggested that moderate inflation could boost employment and aggregate demand, as a 1% increase in inflation lowers unemployment by 0.521%. On the other hand, the findings indicate that both population growth and FDI inflows have a significant positive impact on the unemployment rate, suggesting that foreign investment in Malaysia cannot be sufficiently labor-intensive and that the labor market remains under pressure from population growth. These results underscore the importance of creating inclusive growth plans that balance labor market expansion and macroeconomic stability. Promoting labor-intensive businesses, enhancing human capital, and directing foreign direct investment (FDI) into profitable industries that create jobs should be the main priorities of policymakers.
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References
- Achy, L. (2011). The ADCR 2011: Poverty in the Arab world Successes and Limits of Morocco’s Experience. United Nations Development Programme. Link
- Adebayo, A. (2013). Youths’ unemployment and crime in Nigeria: A nexus and implications for national development. International Journal of Sociology and Anthropology, 5(9), 350–357. https://doi.org/10.5897/ijsa2013.0452 DOI: https://doi.org/10.5897/IJSA2013.0452
- Ahmed Raza Cheema, A. A. (2014). Economic Determinants of Unemployment in Pakistan: Co-integration Analysis. International Journal of Business and Social Science, 5(3), 209–222. Link
- Ahn, N., García, J. R., & Jimeno, J. F. (2004). EUROPEAN NETWORK OF ECONOMIC POLICY RESEARCH INSTITUTES THE IMPACT OF UNEMPLOYMENT ON INDIVIDUAL WELL-BEING IN THE EU The Impact of Unemployment on Individual Well-Being in the EU. European Network of Economic Policy Research Institutes, 123(4), 184–198. Link
- Aqil, M., Qureshi, M. A., Ahmed, D. R. R., & Qadeer, S. (2014). A study on determinants of unemployment in Pakistan. International Journal of Physical and Social Sciences, 4(4), 676–682. https://doi.org/10.1007/978-3-642-40081-0_114 DOI: https://doi.org/10.1007/978-3-642-40081-0_114
- Arslan, M., & Zaman, R. (2014). Unemployment and its Determinants: A Study of Pakistan's Economy (1999-2010). Journal of Economics and Sustainable Development, 5(13), 20–25. https://doi.org/10.2139/ssrn.2515075 DOI: https://doi.org/10.2139/ssrn.2515075
- Asteriou, D., & Hall, S. G. (2007). Applied Econometrics: a modern approach, revised edition. Hampshire: Palgrave Macmillan, 46(2), 117–155. Link
- Aurangzeb, D., & Asif, K. (2013). Factors Affecting Unemployment: A Cross-Country Analysis. International Journal of Academic Research in Business and Social Sciences, 3(1), 219–230.
- Banks, M. H., & Ullah, P. (2024). Youth unemployment in the 1980s: Its psychological effects. In Youth Unemployment in the 1980s: Its Psychological Effects. Routledge. https://doi.org/10.4324/9781003498223 DOI: https://doi.org/10.4324/9781003498223
- Bayar, Y., & Sasmaz, M. U. (2017). Impact of foreign direct investments on unemployment in emerging market economies: A co-integration analysis. International Journal of Business and Economic Sciences Applied Research, 10(3), 90–96. https://doi.org/10.25103/ijbesar.103.07
- Biavaschi, C., Giulietti, C., & Siddique, Z. (2017). The economic payoff of Americanization. Journal of Labor Economics, 35(4), 1089–1116. https://doi.org/10.1086/692531 DOI: https://doi.org/10.1086/692531
- Blakely, T. A., Collings, S. C. D., & Atkinson, J. (2003). Unemployment and suicide. Evidence for a causal association? Journal of Epidemiology and Community Health, 57(8), 594–600. https://doi.org/10.1136/jech.57.8.594 DOI: https://doi.org/10.1136/jech.57.8.594
- Bloom, D. E. ., & Freeman, R. B. (2009). The Effects of Rapid Population Growth on Labor Supply and Employment in Developing Countries. Population Council, 12(3), 381–414. https://www.jstor.org/stable/1973216 DOI: https://doi.org/10.2307/1973216
- Booth, A., Hughes, J. J., & Perlman, R. (1985). The Economics of Unemployment: A Comparative Analysis of Britain and the United States. In The Economic Journal (Vol. 95, Issue 380). Cambridge University Press. https://doi.org/10.2307/2233274 DOI: https://doi.org/10.2307/2233274
- Budha, B. B. (2013). The bank lending channel of monetary policy in Nepal: evidence from bank-level data. NRB Economic Review, 25(2), 43-65. Link DOI: https://doi.org/10.3126/nrber.v25i2.52693
- Butkus, M., Dargenytė-Kacilevičienė, L., Matuzevičiūtė, K., Ruplienė, D., & Šeputienė, J. (2024). When and for Whom Does Growth Become Jobless? Economies, 12(1). https://doi.org/10.3390/economies12010019 DOI: https://doi.org/10.3390/economies12010019
- Djambaska, E., & A, L. (2015). Foreign Direct Investment and Unemployment. International Journal of Economics, Ofacademia. Edu. Link
- Doğan, T. T. (2012). Macroeconomic variables and unemployment: The case of Turkey. International Journal of Economics and Financial Issues, 2(1), 71–78. Link
- Dusa, Mircea & Quaedackers, John & Larsen, Olaf & Meessen, Jeroen & Heijden, Eddy & Dicker, Gerald & Wismans, Onno & Haas, Paul & van Ingen Schenau, Koen & Finders, Jo & Vleeming, Bert & Storms, Geert. (2007). Pitch doubling through dual Patterning lithography challenges in integration and litho budgets - art. Link DOI: https://doi.org/10.1117/12.714278
- Eldeeb, I. M. I., Haris, A., & Muda, M. (2023). The Conceptual Framework of International Trade Between Organizations of Islamic Cooperation (OIC) Countries. Law, Policy, and Social Science, 2(1), 13–30. https://doi.org/10.55265/lpssjournal.v2i1.25 DOI: https://doi.org/10.55265/lpssjournal.v2i1.25
- Engin Duran, H. (2019). Regional unemployment dynamics in Turkey. Regional Science Inquiry, 11(1), 9–24. Link
- Fredriksson, P., & Söderström, M. (2008). Do unemployment benefits increase unemployment? New evidence on an old question. Working Paper. Link
- Freund, C., & Rijkers, B. (2014). Episodes of unemployment reduction in rich, middle-income, and transition economies. Journal of Comparative Economics, 42(4), 907–923. https://doi.org/10.1016/j.jce.2014.04.009 DOI: https://doi.org/10.1016/j.jce.2014.04.009
- Furuoka, F., & Munir, Q. (2014). Unemployment and Inflation in Malaysia: Evidence from an Error Correction Model. Philippone Journal of Development, 1(1), 35–45. https://doi.org/10.51200/mjbe.v1i1.111
- Goerg, H., Greenaway, D., & Wey, C. (2003). Is there a potential for increases in FDI for Central and Eastern European countries following EU accession? In Foreign Direct Investment in the Real and Financial Sector of Industrial Countries (pp. 165–185). Springer. Link DOI: https://doi.org/10.1007/978-3-540-24736-4_7
- Görlich, D., Stepanok, I., & Al-Hussami, F. (2013). Youth Unemployment in Europe and the World: Causes, Consequences, and Solutions. In Kiel Policy Brief (Vol. 59, Issue 1). Kiel Policy Brief. Link
- Granleese, M. (2009). Market organization and the process of economic development: the case of the partially liberalized cocoa market in Ghana. (pp. 1–554). Bournemouth University. Link
- Gujarati, D. N., & Porter, D. C. (2009). Basic econometrics. McGraw-hill. Link
- Haider, A., Jabeen, S., Rankaduwa, W., & Shaheen, F. (2023). The Nexus between Employment and Economic Growth: A Cross-Country Analysis. Sustainability (Switzerland), 15(15), 1–18. https://doi.org/10.3390/su151511955 DOI: https://doi.org/10.3390/su151511955
- Hale, G., & Xu, M. (2016). FDI effects on the labor market of host countries. In the Federal Reserve Bank of San Francisco (2016–26). https://doi.org/10.24148/wp2016-25 DOI: https://doi.org/10.24148/wp2016-25
- Hayes, J. (1982). Changing the Individual as a Strategy for Ameliorating the Effects of Unemployment. Personnel Review, 11(3), 26–32. https://doi.org/10.1108/eb055461 DOI: https://doi.org/10.1108/eb055461
- Higgins, P. (2011). GDP Growth, the Unemployment Rate, and Okun's Law. EconSouth Third Quarter 2011, 2–3. DOI: https://doi.org/10.21203/rs.3.rs-104815/v1 DOI: https://doi.org/10.21203/rs.3.rs-104815/v1
- Ilegbinosa, A., Moses, L., & Praise, I. (2014). Population and its Impact on Level of Unemployment in Least Developed Countries: An Appraisal of the Nigerian Economy. Arts and Social Science Journals, 5(2), 1–7. DOI: https://10.4172/2151-6200.100081
- Ilyas, M., & Khan, M. A. (2020). Democracy versus dictatorship: An empirical investigation of determinants of unemployment. Pakistan Business Review, 20(3), 525–534. Link
- IMF, I. (2018). Malaysia: Selected Issues. IMF Country Reports. Link
- Irpan, H. M., Saad, R. M., Shaari Md Nor, A. H., Md Noor, A. H., & Ibrahim, N. (2016). Impact of Foreign Direct Investment on the Unemployment Rate in Malaysia. Journal of Physics: Conference Series, 710(1). https://doi.org/10.1088/1742-6596/710/1/012028 DOI: https://doi.org/10.1088/1742-6596/710/1/012028
- Johansen, S., & Juselius, K. (1990). Maximum likelihood estimation and inference on cointegration—with applications to the demand for money. Oxford Bulletin of Economics and statistics, 52(2), 169-210. Link DOI: https://doi.org/10.1111/j.1468-0084.1990.mp52002003.x
- Johnny, N., Timipere, E. T., Krokeme, O., & Markjackson, D. (2018). Impact of Foreign Direct Investment on Unemployment rate in Nigeria (1980-2015). International Journal of Academic Research in Business and Social Sciences, 8(3), 57–69. https://doi.org/10.6007/ijarbss/v8-i3/3905 DOI: https://doi.org/10.6007/IJARBSS/v8-i3/3905
- Li, C. S., & Liu, Z. J. (2012). Study on the relationship among the Chinese unemployment rate, economic growth, and inflation. Matrix, 1(1), 4. Link
- M., A. K., S.O., O., & Oluwafolakemi, F. O. (2014). Impact of Foreign Direct Investment on Nigeria's Economic Growth. International Journal of Academic Research in Business and Social Sciences, 4(8), 234. https://doi.org/10.6007/ijarbss/v4-i8/1092 DOI: https://doi.org/10.6007/IJARBSS/v4-i8/1092
- Malley, J., & Molana, H. (2008). Output, unemployment, and Okun’s law: Some evidence from the G7. Economics Letters, 101(2), 113–115. https://doi.org/10.1016/j.econlet.2008.06.013 DOI: https://doi.org/10.1016/j.econlet.2008.06.013
- Malthus, T. R. (1798). An Essay on the Principle of Population as it Affects the Future Improvement of Society (First Edition). The Economics of Population, 1–110. https://doi.org/10.4324/9781351291521-31 DOI: https://doi.org/10.4324/9781351291521-31
- Martin, C., & Kuscevic, M. (2014). Okun's Law and Urban Spillovers. 304. Link
- Maseide, H. (2018). The Phillips Curve and The Great Recession. The Value of Applied Economics, 116–149. https://doi.org/10.4337/9781786433664.00011 DOI: https://doi.org/10.4337/9781786433664.00011
- Msigwa, R., & Kipesha, E. F. (2013). Determinants of Youth unemployment in Developing Countries: Evidence from Tanzania. Journal of Economics and Sustainable Development Vol. 4, No. 14, 2013, 4(14), 67–77. Link
- Muhammad, M., & Iqbal, A. (2012). Causes of Unemployment Among the Educated Youth in Pakistan. The International Journal of Social Sciences, 11(1), 170–176. Link
- Mushtaq, Rizwan, Augmented Dickey Fuller Test (August 17, 2011). Available at SSRN: https://ssrn.com/abstract=1911068 or http://dx.doi.org/10.2139/ssrn.1911068 DOI: https://doi.org/10.2139/ssrn.1911068
- Nasir, S., Jamaludin, S., Safian, S. S. S., Malek, N. A., & Aziz, M. R. A. (2024). Revisiting Okun's Law: Evidence from Malaysia. Information Management and Business Review, 16(3), 551-561. https://doi.org/10.22610/imbr.v16i3(I)S.4082 DOI: https://doi.org/10.22610/imbr.v16i3(I)S.4082
- Noor, Z. M., Nor, N. M., & Ghani, J. A. (2007). The relationship between output and unemployment in Malaysia: Does Okun’s Law exist? International Journal of Economics and Management, 1(3), 337–344. Link
- Örn, A. N., & Boman, V. (2017). Okun’s law within the OECD: A cross-country comparison [Umeå University]. Link
- Pesaran, M. H., Shin, Y., & Smith, R. J. (2001). Bounds testing approaches to the analysis of level relationships. Journal of applied econometrics, 16(3), 289-326. Link DOI: https://doi.org/10.1002/jae.616
- Phillips, P. C. B., & Perron, P. (1988). Testing for a unit root in time series regression. Biometrika, 75(2), 335–346. https://doi.org/10.1093/biomet/75.2.335 DOI: https://doi.org/10.1093/biomet/75.2.335
- Pinn, S. L. S., Ching, K. S., Kogid, M., Mulok, D., Mansur, K., & Loganathan, N. (2011). Empirical Analysis of Employment and Foreign Direct Investment in Malaysia: An ARDL Bounds Testing Approach to Cointegration. Advances in Management and Applied Economics, 1(3), 77–91. Link
- Rayan, G. M., & Coray, S. A. (2001). V-Y slide of the common extensor origin for lateral elbow tendinopathy. Journal of Hand Surgery, 26(6), 1138–1145. https://doi.org/10.1053/jhsu.2001.28432 DOI: https://doi.org/10.1053/jhsu.2001.28432
- Richardson, K., & van den Berg, G. J. (2021). Swedish Labor Market Training and the Duration of Unemployment. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.934358 DOI: https://doi.org/10.2139/ssrn.934358
- Sadiku, M., Ibraimi, A., & Sadiku, L. (2015). Econometric Estimation of the Relationship between Unemployment Rate and Economic Growth of FYR of Macedonia. Procedia Economics and Finance, 19(15), 69–81. https://doi.org/10.1016/s2212-5671(15)00009-x DOI: https://doi.org/10.1016/S2212-5671(15)00009-X
- Saini, N., Kaur, D., & Mir, S. A. (2023). Youth Unemployment In India: A Multifaceted And Tenacious Challenge. Journal of Survey in Fisheries Sciences (ISSN: 2368-7487), 10(1), 3637–3643. https://10.53555/sfs.v10i1.1681 DOI: https://doi.org/10.53555//sfs.v10i1.1681
- Satar, S. B. A. (2007). The Impact of Macroeconomic Variables Towards Unemployment: A study on Malaysia and Singapore From the Year 1986-2006. Link
- Shaari, M. S., Ridzuan, A. R., Masnan, F., & Alias, N. S. (2024). Dynamic co-integration between foreign workers and unemployment in Malaysia. International Journal of Public Sector Performance Management, 14(3–4), 384–397. https://10.1504/IJPSPM.2024.10066951 DOI: https://doi.org/10.1504/IJPSPM.2024.142343
- Shadare, O. A., & Sikirulahi Tunde, E. (2012). Graduate Unemployment in Nigeria: Causes, Effects, and Remedies. British Journal of Arts and Social Sciences, 5(2), 2046–9578. Link
- Strat, V. A., Davidescu (Alexandru), A., & Paul (Vass), A. M. (2015). FDI and Unemployment - A Causality Analysis for the Latest EU Members. Procedia Economics and Finance, 23, 635–643. https://doi.org/10.1016/s2212-5671(15)00448-7 DOI: https://doi.org/10.1016/S2212-5671(15)00448-7
- Tsani, S., Paroussos, L., Fragiadakis, C., Charalambidis, I., & Capros, P. (2013). Female labor force participation and economic growth in the South Mediterranean countries. Economics Letters, 120(2), 323–328. https://doi.org/10.1016/j.econlet.2013.04.043 DOI: https://doi.org/10.1016/j.econlet.2013.04.043
- Waheed, I. I. (2020). Phillips Curve in Pakistan: A Graphical and Empirical Analysis. SSRN Electronic Journal, 119097. https://doi.org/10.2139/ssrn.4680795 DOI: https://doi.org/10.2139/ssrn.4680795
- World Bank, W. B. (2023). Malaysia Economic Monitor, February 2023: Expanding Malaysia’s Digital Frontier. Malaysia Economic Monitor, February 2023: Expanding Malaysia’s Digital Frontier, February. https://doi.org/10.1596/39438 DOI: https://doi.org/10.1596/39438
- World Bank. (2023). World Development Indicators. Link
- Xuen, C. L., Bee, C. Y., Hsien, R. L. L., Yen, T. W., & Yee, T. K. (2017). MACROECONOMIC FACTORS AFFECTING UNEMPLOYMENT RATE IN CHINA [UNIVERSITI TUNKU ABDUL RAHMAN]. https://doi.org/10.1017/CBO9781107415324.004 DOI: https://doi.org/10.1017/CBO9781107415324.004