The Impact of Migration and Inflation on Youth Unemployment in Indonesia: An ARDL Approach

Authors

  • Misdawita Universitas Riau
  • Cahya Puspita Rahmadhini Universitas Riau
  • Yulia Anggun Sari Br Sembiring Universitas Riau
  • Tuty Susanty L Toruan Universitas Riau

DOI:

https://doi.org/10.61255/jeemba.v4i5.991

Keywords:

ARDL, Indonesia, Inflation, Migration, Unemployment

Abstract

Purpose - This study examines migration and inflation in relation to youth unemployment in Indonesia. It covers the period 2000-2024. The outcome concerns people aged 15-24. The focus is the transition from school to work. The analysis distinguishes long-run associations from short-run dynamics.

Design/methodology/approach – Annual BPS-based series are analysed using an autoregressive distributed lag (ARDL) model. Youth unemployment covers ages 15-24. Migration uses the five-year retrospective risen-migration concept. Its annual provenance remains unverified, making migration estimates provisional. ARDL accommodates I(0) and I(1) variables and distinguishes long-run relationships from short-run changes.

Finding/Results – The results provide mixed evidence of a long-run equilibrium relationship. The finite-sample bounds test points to cointegration, but the asymptotic test is inconclusive and the insignificant error-correction term indicates that adjustment toward equilibrium is not statistically reliable. In the long run, migration is negatively associated with youth unemployment, whereas inflation is positively associated with it. The short-run effects are not statistically robust and therefore require cautious interpretation.

Originality/Value – This study examines migration, inflation, and youth unemployment jointly in Indonesia. Its focus is youth labour-market dynamics. It considers mobility alongside macroeconomic price pressure. The results inform discussion of labour matching and price stability. The contribution remains conditional on the model and data limitations.

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References

Badan Pusat Statistik. (2023). Statistik migrasi Indonesia hasil Long Form Sensus Penduduk 2020. BPS-Statistics Indonesia.

Badan Pusat Statistik. (2024). Keadaan angkatan kerja di Indonesia Agustus 2024. BPS-Statistics Indonesia.

Badan Pusat Statistik. (2025). Consumer price index of 38 provinces in Indonesia 2024 (2022=100). BPS-Statistics Indonesia.

Bai, J., & Perron, P. (2003). Computation and analysis of multiple structural change models. Journal of Applied Econometrics, 18(1), 1–22. https://doi.org/10.1002/jae.659

Belmonte, M., Conte, A., Ghio, D., Kalantaryan, S., & McMahon, S. (2020). Youth and migration: An overview. Publications Office of the European Union. https://doi.org/10.2760/625356

Breusch, T. S., & Pagan, A. R. (1979). A simple test for heteroscedasticity and random coefficient variation. Econometrica, 47(5), 1287–1294. https://doi.org/10.2307/1911963

Brown, R. L., Durbin, J., & Evans, J. M. (1975). Techniques for testing the constancy of regression relationships over time. Journal of the Royal Statistical Society: Series B (Methodological), 37(2), 149–163. https://doi.org/10.1111/j.2517-6161.1975.tb01532.x

De Koninck, R., & Hai, P. T. (2025). Coping with density: Reflections on Java (1960–2010). Singapore Journal of Tropical Geography, 46(3), 371–385. https://doi.org/10.1111/sjtg.70025

Di Gropello, E., Kruse, A., & Tandon, P. (2011). Skills for the labor market in Indonesia: Trends in demand, gaps, and supply. World Bank. https://doi.org/10.1596/978-0-8213-8614-9

Dickey, D. A., & Fuller, W. A. (1979). Distribution of the estimators for autoregressive time series with a unit root. Journal of the American Statistical Association, 74(366a), 427–431. https://doi.org/10.1080/01621459.1979.10482531

Fergusson, R., & Yeates, N. (2021). Global youth unemployment: History, governance and policy. Edward Elgar Publishing. https://doi.org/10.4337/9781789900422

Fung, Y. V., & Nga, J. L. H. (2022). An investigation of economic growth, youth unemployment and inflation in ASEAN countries. International Journal of Academic Research in Business and Social Sciences, 12(1), 1731–1755. https://doi.org/10.6007/IJARBSS/v12-i1/12023

Godfrey, L. G. (1978). Testing against general autoregressive and moving average error models when the regressors include lagged dependent variables. Econometrica, 46(6), 1293–1301. https://doi.org/10.2307/1913829

Hailu Demeke, Y. (2022). Youth unemployment and political instability: Evidence from IGAD member countries. Cogent Economics & Finance, 10(1), 2079211. https://doi.org/10.1080/23322039.2022.2079211

Husin, N. A., Rasli, S., Kumar, M. S. G., & Suppiah, G. (2021). Unemployment crisis among fresh graduates. American International Journal of Social Science Research, 10(1), 1–14. https://doi.org/10.46281/aijssr.v10i1.1461

Huynh, H. H., & Vo, D. H. (2023). The effects of migration on unemployment: New evidence from the Asian countries. Sustainability, 15(14), 11385. https://doi.org/10.3390/su151411385

International Labour Organization. (2024). Global employment trends for youth 2024: Decent work, brighter futures. ILO. https://doi.org/10.54394/ZUUI5430

Jarque, C. M., & Bera, A. K. (1980). Efficient tests for normality, homoscedasticity and serial independence of regression residuals. Economics Letters, 6(3), 255–259. https://doi.org/10.1016/0165-1765(80)90024-5

Lütkepohl, H. (2005). New introduction to multiple time series analysis. Springer. https://doi.org/10.1007/978-3-540-27752-1

Michael, E., & Geetha, C. (2020). Macroeconomic factors that affecting youth unemployment in Malaysia. Malaysian Journal of Business and Economics (MJBE), 7(2), 181–205. https://doi.org/10.51200/mjbe.vi.2890

Muhyiddin, M. (2023). Indonesia employment outlook 2024: Strengthening employment policy post COVID-19 pandemic and government transition. Pusat Pengembangan Kebijakan Ketenagakerjaan, Kementerian Ketenagakerjaan Republik Indonesia. https://doi.org/10.47198/outlook.2024

Nainggolan, F. A., & Budiman, M. A. (2024). Analisis potensi dan resiko bonus demografi terhadap pertumbuhan ekonomi di Indonesia. Jurnal Pendidikan Ekonomi Indonesia, 6(2), 95–104. https://doi.org/10.17509/jpei.v6i2.75220

Narayan, P. K. (2005). The saving and investment nexus for China: Evidence from cointegration tests. Applied Economics, 37(17), 1979–1990. https://doi.org/10.1080/00036840500278103

Natsiopoulos, K., & Tzeremes, N. G. (2022). ARDL bounds test for cointegration: Replicating the Pesaran et al. (2001) results for the UK earnings equation using R. Journal of Applied Econometrics, 37(5), 1079–1090. https://doi.org/10.1002/jae.2919

Nkoro, E., & Uko, A. K. (2016). Autoregressive distributed lag (ARDL) cointegration technique: Application and interpretation. Journal of Statistical and Econometric Methods, 5(4), 63–91. https://www.scienpress.com/download.asp?ID=1966

Papík, M., Mihaľová, P., & Papíková, L. (2022). Determinants of youth unemployment rate: Case of Slovakia. Equilibrium. Quarterly Journal of Economics and Economic Policy, 17(2), 391–414. https://doi.org/10.24136/eq.2022.013

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. https://doi.org/10.1002/jae.616

Selod, H., & Shilpi, F. (2021). Rural-urban migration in developing countries: Lessons from the literature. Regional Science and Urban Economics, 91, 103713. https://doi.org/10.1016/j.regsciurbeco.2021.103713

Sitompul, N. K., & Athoillah, M. (2023). Indonesia’s youth unemployment rate: Evidence from Sakernas data. Journal of International Conference Proceedings, 6(1), 347–357. https://doi.org/10.32535/jicp.v6i1.2346

UNCTAD. (2024). Trade and development report 2024: Rethinking development in the age of discontent. United Nations.

Wulandari, D., Utomo, S. H., Narmaditya, B. S., & Kamaludin, M. (2019). Nexus between inflation and unemployment: Evidence from Indonesia. The Journal of Asian Finance, Economics and Business, 6(2), 269–275. https://doi.org/10.13106/jafeb.2019.vol6.no2.269

Yanindah, A. (2022). An insight into youth unemployment in Indonesia. Proceedings of the International Conference on Data Science and Official Statistics, 2021(1), 666–682. https://doi.org/10.34123/icdsos.v2021i1.229

Zivot, E., & Andrews, D. W. K. (1992). Further evidence on the Great Crash, the oil-price shock, and the unit-root hypothesis. Journal of Business & Economic Statistics, 10(3), 251–270. https://doi.org/10.1080/07350015.1992.10509904

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Published

2026-09-01

How to Cite

Misdawita, Rahmadhini, C. P., Sembiring, Y. A. S. B., & Toruan, T. S. L. (2026). The Impact of Migration and Inflation on Youth Unemployment in Indonesia: An ARDL Approach. Journal of Economics, Entrepreneurship, Management Business and Accounting, 4(5), 1224–1245. https://doi.org/10.61255/jeemba.v4i5.991