The The Long- and Short-Run Effects of GDP, Labor Force, and Industrial Growth on Unemployment in Indonesia

Authors

  • Agus Tri Basuki Universitas Muhammadiyah Yogyakarta

DOI:

https://doi.org/10.59086/jam.v3i2.627

Keywords:

Unemploymen, ASEAN, ECM, GDP

Abstract

This study investigates the impact of GDP per capita, labor force participation (LABOR), and manufacturing value added (MVA) on unemployment (UE) in Indonesia using annual data from the World Development Indicators (WDI) for the period 1990–2023. Employing an Error Correction Model (ECM), the analysis distinguishes between short-term dynamics and long-term relationships among the variables. The findings reveal that, in the long run, GDP per capita, LABOR, and MVA significantly influence unemployment. In the short run, however, only GDP per capita and MVA are found to have a statistically significant effect. The estimated Error Correction Term (ECT) of -0.505068 indicates a moderate speed of adjustment towards long-term equilibrium following short-term shocks.
Policy Implications: The results suggest that promoting inclusive economic growth and enhancing the industrial sector's contribution to GDP can play a crucial role in reducing unemployment in Indonesia. Moreover, optimizing labor force participation through targeted employment and education policies could strengthen the long-term resilience of the labor market.
Research Contribution: This study contributes to the existing body of literature by offering a comprehensive long-term and short-term perspective on the macroeconomic determinants of unemployment in a major emerging economy. By using up-to-date data and applying the ECM framework, the research provides valuable insights for policymakers seeking evidence-based strategies to address labor market challenges in developing countries.

Downloads

Download data is not yet available.

References

Anyanwu, J. C. (2017). Manufacturing value added development in North Africa: Analysis of key drivers. Asian Development Policy Review, 5(4), 281-298. http://www.aessweb.com/

Bankapur, V. M., Nayak, S., & Sangam, S. L. (2018). Science Indicators to measure papers with the Gross Domestic Product Output (GDP) and Economic Indicators. J. Inf. Syst. Manag, 8(136), 135-144. https://doi.org/10.6025/jism/2018/8/4/135-144

Barnett, W. A. (2004). An Interview with Paul A. Samuelson. Macroeconomic Dynamics, 8(4), 519-542. https://doi.org/10.1017/S1365100504040039

Bartolucci, F., Choudhry, M. T., Marelli, E., & Signorelli, M. (2018). GDP dynamics and unemployment changes in developed and developing countries. Applied Economics, 50(31), 3338-3356. https://doi.org/10.1080/00036846.2017.1420894

Basuki, A. T., & Prawoto, N. (2019). Analisis Regresi: dalam Penelitian Ekonomi dan Bisni. Depok: Rajagrafindo Persada.

Bryniuk, K. (2023). Is the Gross Domestic Product (GDP) a Reliable Indicator of the Economic Growth and Future Economy of the United States of America? Open Access Library Journal, 10(4), 1-10. https://doi.org/10.4236/oalib.1110100

CM, J., Hoang, N. T., & Yarram, S. R. (2025). Interaction Effect of Economic Globalization and Income per Capita on Unemployment. Economies, 13(3), 72. https://doi.org/10.3390/economies13030072

Gašperová, L., Možuchová, L., & Rostášová, M. (2017). Economic impact and multiplier effect of university on economic development of the host region. In ICERI2017 Proceedings (pp. 8487-8493). IATED. https://doi.org/10.21125/iceri.2017.2297

Granger, C. W. J. (2004). Time series analysis, cointegration, and applications. American Economic Review, 94(3), 421-425. https://www.aeaweb.org/articles?id=10.1257/0002828041464669

Gujarati, D. N., & Porter, D. C. (2009). Basic econometrics. McGraw-hill.

Herranz, E., Gentle, J., Wang, G., & Risk, T. (2017). Unit Roots in Time Series with Changepoints. International Journal of Statistics and Probability, 6(6), 593-625. https://doi.org/10.5539/ijsp.v6n6p127

Irpan, H. M., Saad, R. M., Nor, A. H. S. M., Noor, A. H. M., & Ibrahim, N. (2016, April). Impact of foreign direct investment on the unemployment rate in Malaysia. In Journal of Physics: Conference Series (Vol. 710, No. 1, p. 012028). IOP Publishing. https://doi.org/10.1088/1742-6596/710/1/012028

Klinger, S., & Rothe, T. (2010). The impact of labour market reforms and economic performance on the matching of short-term and long-term unemployed (No. 13/2010). IAB-Discussion Paper. https://www.econstor.eu/handle/10419/57454

Lee, G. H., & Parasnis, J. (2014). Discouraged workers in developed countries and added workers in developing countries? Unemployment rate and labour force participation. Economic Modelling, 41, 90-98. https://doi.org/10.1016/j.econmod.2014.04.005

Mankiw, N. G., & Taylor, M. P. (2020). Economics. Cengage Learning EMEA.

Moh'd AL-Tamimi, K. A., & Jaradat, M. S. (2019). The role of small medium enterprises in reducing the problem of unemployment in Jordan. International Journal of Development and Economic Sustainability, 7(2), 28-36.

Oderinde, M. A., & Adeniyi, I. S. Training and Development and Employee Performance in the Banking Industry: A Study of Selected Branches of United Bank for Africa, Lagos State, Nigeria. ESCAE JOURNAL OF MANAGEMENT AND SECURITY STUDIES (EJMSS).

Samuda, S. J. A. (2023). How Global Value Chains Affect Economic Output and Unemployment: An Empirical Evidence from ASEAN Countries. Bulletin of Monetary Economics and Banking, 26(3), 513-538. https://doi.org/10.59091/2460-9196.1795

Sanchez, J. M., & Liborio, C. S. (2012). The relationships among changes in GDP, employment, and unemployment: this time, it’s different. Economic Synopses, 2012(2012-05-18). https://fraser.stlouisfed.org/files/docs/publications/frbsl_econosynops/economicsynopses_stls_20120518.pdf

Schubert, T., & Kroll, H. (2016). Universities’ effects on regional GDP and unemployment: The case of Germany. Papers in Regional Science, 95(3), 467-490. https://doi.org/10.1111/pirs.12150

Shuaib, I. M., Ekeria, O. A., & Ogedengbe, A. F. (2015). The impact of globalization on the growth of Nigerian economy from 1960–2010: Error correction model analysis. British Journal of Economics, Management and Trade, 7(1), 70-86. http://www.sciencedomain.org/review-history.php?iid=815&id=20&aid=8351

Sinaga, O., Saudi, M. H. M., & Roespinoedji, D. (2018). The relationship between economic indicators, gross domestic product (GDP) and supply chain performance. Polish Journal of Management Studies, 18(1), 338-352. https://doi.org/10.17512/pjms.2018.18.1.25

Szirmai, A., & Verspagen, B. (2015). Manufacturing and economic growth in developing countries, 1950–2005. Structural change and economic dynamics, 34, 46-59. https://doi.org/10.1016/j.strueco.2015.06.002

Todaro, M. P., & Smith, S. C. (2009). Economic development. Pearson education.

Veracierto, M. (2008). On the cyclical behavior of employment, unemployment and labor force participation. Journal of Monetary Economics, 55(6), 1143-1157. https://doi.org/10.1016/j.jmoneco.2008.07.008

Downloads

Published

2024-08-30

How to Cite

Basuki, A. T. (2024). The The Long- and Short-Run Effects of GDP, Labor Force, and Industrial Growth on Unemployment in Indonesia. Balance : Jurnal Akuntansi Dan Manajemen, 3(2), 41–50. https://doi.org/10.59086/jam.v3i2.627