Youth Unemployment in the Countries of Central and Eastern Europe. Is Okun’s Law Applicable?
DOI:
https://doi.org/10.18778/1508-2008.29.08Keywords:
youth unemployment, Okun’s law, Central and Eastern Europe, panel regressionAbstract
This article investigates the empirical validity of Okun’s law regarding youth unemployment in 11 Central and Eastern European countries between 2000 and 2023. Using panel data disaggregated by age cohorts and gender, the study employs robust linear regression models (RLM) with Huber loss functions and two-way fixed effects models (TWFE). Focusing primarily on the 15–24 age cohort, the results confirm a statistically significant, negative relationship between economic growth and youth unemployment, with considerable heterogeneity across countries and gender groups. While Okun’s law holds strongly in the Baltic states and Poland, the relationship is notably weaker in Hungary and Romania. The study also shows that higher shares of temporary employment and higher Employment Protection Legislation (EPL) indices for regular employment reduce the sensitivity of youth unemployment to changes in GDP, whereas higher youth enrolment rates and higher EPL indices for temporary employment increase this sensitivity.
Downloads
References
Arellano, M. (1987), PRACTITIONERS’ CORNER: Computing Robust Standard Errors for Within-groups Estimators, “Oxford Bulletin of Economics and Statistics”, 49 (4), pp. 431–434, https://doi.org/10.1111/j.1468-0084.1987.mp49004006.x
Bartosik, K. (2020), Temporary contracts and Okun’s law in Poland, “Equilibrium. Quarterly Journal of Economics and Economic Policy”, 15 (4), pp. 735–760, https://doi.org/10.24136/eq.2020.032
Blanchard, O. (1997), The Economics of Post-Communist Transition, Clarendon Press, Oxford, https://doi.org/10.1093/0198293992.001.0001
Boeri, T., Ours, J. van (2011), Ekonomia niedoskonałych rynków pracy, Wolters Kluwer Polska, Warszawa.
Butkus, M., Seputiene, J. (2019), The Output Gap and Youth Unemployment: An Analysis Based on Okun’s Law, “Economies”, 7 (10), pp. 1–17, https://doi.org/10.3390/economies7040108
Cahuc, P., Zylberberg, A. (2004), Labour economics, The MIT Press, Cambridge.
Cazes, S., Nesporova, A. (2004), Labour markets in transition: balancing flexibility and security in Central and Eastern Europe, “Revue de l’OFCE”, April (Special Issue), pp. 23–54, https://doi.org/10.3917/reof.075.0023
Croissant, Y., Millo, G. (2008), Panel Data Econometrics in R: The plm Package, “Journal of Statistical Software”, 27 (2), pp. 1–43, https://doi.org/10.18637/jss.v027.i02
Dunsch, S. (2016), Okun’s Law and Youth Unemployment in Germany and Poland, “International Journal of Management and Economics”, 49 (1), pp. 34–57, https://doi.org/10.1515/ijme-2016-0003
Efron, B., Tibshirani, R.J. (1994), An Introduction to the Bootstrap, Chapman & Hall/CRC, New York, https://doi.org/10.1201/9780429246593
Eurostat (n.d.), Data Browser, https://ec.europa.eu/eurostat/databrowser/ (accessed: 22.03.2025).
Farkas, Z., Racz, A., Sik, D., Sagi, J. (2020), COST CA18213 Rural NEETs in Hungary: 2009/2019 Overview, https://rnyobservatory.eu/web/National-Reports/NR-HUNGARY-09-19.pdf (accessed: 25.03.2025).
Friedman, M. (1975), Rola polityki pieniężnej, [in:] A. Szeworski (ed.), Teoria i polityka stabilizacji koniunktury. Wybór tekstów, PWE, Warszawa, pp. 260–284.
Gajderowicz, T., Grotkowska, G., Wincenciak, L., Wirtek, E. (2014), Wrażliwość stóp bezrobocia względem wahań PKB w przekroju województw, “Ekonomia”, 39, pp. 29–58.
Gozgor, G. (2013), Testing Unemployment Persistence in Central and Eastern European Countries, “International Journal of Economics and Financial Issues”, 3 (3), pp. 694–700, https://www.econjournals.com/index.php/ijefi/article/view/497 (accessed: 25.03.2025).
Greenwald, B.C., Stiglitz, J.E. (1995), Labour Market Adjustments and the Persistence of Unemployment, “AEA Papers and Proceedings”, 85 (2).
Guzikowski, M. (2016), Instytucje rynku pracy w krajach transformacyjnych, Oficyna Wydawnicza Szkoła Główna Handlowa, Warszawa.
Huber, P.J. (1964), Robust Estimation of a Location Parameter, “Annals of Mathematical Statistics”, 35 (1), pp. 73–101, https://doi.org/10.1214/aoms/1177703732
Hutengs, O., Stadtmann, G. (2013), Don’t trust anybody over 30: Youth unemployment and Okun’s law in CEE countries, “Discussion Paper”, 333, European University Viadrina, Department of Business Administration and Economics, Frankfurt (Oder).
Keynes, J.M. (1985), Ogólna teoria zatrudnienia, procentu i pieniądza, PWN, Warszawa.
Kwiatkowski, E. (2016), Controversies on the Economic Effects of Fixed-term Employment – Evidence from the OECD Countries, “Olsztyn Economic Journal”, 11 (3), pp. 195–210, https://doi.org/10.31648/oej.2924
Kwiatkowski, E., Kucharski, L. (2009), Zmiany koniunktury gospodarczej a tendencje rozwoju sektorów i działów gospodarki polskiej w latach 1998–2008, [in:] J.L. Bednarczyk, S.I. Bukowski, J. Misala (eds.), Globalne rynki finansowe w dobie kryzysu, CeDeWu, Warszawa, pp. 201–216.
Kwiatkowski, E., Włodarczyk, P. (2012), Wpływ prawnej ochrony zatrudnienia na rynek pracy w warunkach negatywnego szoku ekonomicznego, “Gospodarka Narodowa”, 80 (11–12), pp. 1–23.
Kwiatkowski, E., Włodarczyk, P. (2014), Importance of Employment Protection and Types of Employment Contracts for Elasticity of Employment in the OECD Countries, “Comparative Economic Research. Central and Eastern Europe”, 17 (1), pp. 21–44, https://doi.org/10.2478/cer-2014-0002
Kwiatkowski, E., Włodarczyk, P. (2017), Rodzaje umów o pracę a elastyczność zatrudnienia w nowych krajach członkowskich Unii Europejskiej w latach 2000–2014, “Acta Universitatis Lodziensis. Folia Oeconomica”, 2 (328), pp. 163–183, https://doi.org/10.18778/0208-6018.328.11
Layard, R., Nickell, S., Jackman, R. (1991), Unemployment: Macroeconomic Performance and the Labour Market, Oxford University Press, Oxford.
Malul, M., Rosenboim, M., Shavit, T., Tarba, P.Y. (2011), The role of employment protection during an exogenous shock to an economy, “World Economy”, 34 (11), pp. 1923–1935.
Nesporova, A. (2002), Why unemployment remains so high in Central and Eastern Europe, “ILO Employment Paper”, 43, International Labour Office, Geneva.
O’Reilly, J., Eichorst, W., Gabos, A., Hadjivassiliou, K., Lain, D., Leschke, J., McGuinness, S., Kurekova, L.M., Nazio, T., Ortlieb, R., Russell, H., Villa, P. (2015), Five Characteristics of Youth Unemployment in Europe: Flexibility, Education, Migration, Family Legacies, and EU Policy, “SAGE Open” 2015, 5 (1), pp. 1–19, https://doi.org/10.1177/2158244015574962
OECD (n.d.), OECD Data Explorer, https://data-explorer.oecd.org/ (accessed: 12.02.2025).
OECD (n.d.), OECD Indicators of Employment Protection, https://www.oecd.org/en/data/datasets/oecd-indicators-of-employment-protection.html (accessed: 20.10.2025).
Okun, A. (1962), Potential GNP: Its measurement and significance, “Cowles Foundation Paper”, 190, Yale University, New Haven.
R Core Team (2025), R: A Language and Environment for Statistical Computing. Reference Index, https://cran.r-project.org/doc/manuals/r-release/fullrefman.pdf (accessed: 22.03.2025).
Soylu, O.B., Çakmak, I., Okur, F. (2018), Economic growth and unemployment issue: Panel data analysis in Eastern European Countries, “Journal of International Studies”, 11 (1), pp. 93–107, https://doi.org/10.14254/2071-8330.2018/11-1/7
Verardi, V., Croux, C., Robust Regression in Stata, “Stata Journal” 2009, 9 (3), pp. 439–453, https://doi.org/10.1177/1536867X0900900306
Zanin, L. (2014), On Okun’s law in OECD countries: An analysis by age cohorts, “Economics Letters”, 125 (2), pp. 243–248, https://doi.org/10.1016/j.econlet.2014.08.030
Published
Issue
Section
License

This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

