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The importance of foreign language skills in the labour markets of Central and Eastern Europe: assessment based on data from online job portals

Author

Listed:
  • Brian Fabo

    (Centre for European Policy Studies (CEPS)
    Central European University
    CentERdata)

  • Miroslav Beblavý

    (Centre for European Policy Studies (CEPS))

  • Karolien Lenaerts

    (Centre for European Policy Studies (CEPS))

Abstract

This paper investigates the role of foreign language skills in the Visegrad Four countries’ labour markets using data obtained from key online vacancy boards in these countries and from an online wage survey. Firstly, it considers the demand for language skills based on vacancies and then builds on this information by analysing the wage premium associated with foreign language skills on the occupation and individual level. The results indicate that English language knowledge is highly in demand in the Visegrad region, followed by the command of German language. Particularly, English proficiency appears to be correlated with higher wages, when controlled for common wage determinants in a regression.

Suggested Citation

  • Brian Fabo & Miroslav Beblavý & Karolien Lenaerts, 2017. "The importance of foreign language skills in the labour markets of Central and Eastern Europe: assessment based on data from online job portals," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 44(3), pages 487-508, August.
  • Handle: RePEc:kap:empiri:v:44:y:2017:i:3:d:10.1007_s10663-017-9374-6
    DOI: 10.1007/s10663-017-9374-6
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    as
    1. Melitz, Jacques & Toubal, Farid, 2014. "Native language, spoken language, translation and trade," Journal of International Economics, Elsevier, vol. 93(2), pages 351-363.
    2. Barry Chiswick & Paul Miller, 2010. "Occupational language requirements and the value of English in the US labor market," Journal of Population Economics, Springer;European Society for Population Economics, vol. 23(1), pages 353-372, January.
    3. Nikolaos Askitas & Klaus F. Zimmermann, 2009. "Google Econometrics and Unemployment Forecasting," Applied Economics Quarterly (formerly: Konjunkturpolitik), Duncker & Humblot, Berlin, vol. 55(2), pages 107-120.
    4. Peter Kuhn & Mikal Skuterud, 2004. "Internet Job Search and Unemployment Durations," American Economic Review, American Economic Association, vol. 94(1), pages 218-232, March.
    5. Yao, Yuxin & van Ours, Jan C., 2015. "Language skills and labor market performance of immigrants in the Netherlands," Labour Economics, Elsevier, vol. 34(C), pages 76-85.
    6. Yao, Y. & van Ours, J.C., 2015. "Language Skills and Labor Market Performance of Immigrants in the Netherlands," Other publications TiSEM 8df5e344-eb4e-4c90-9429-8, Tilburg University, School of Economics and Management.
    7. Melitz, Jacques, 2008. "Language and foreign trade," European Economic Review, Elsevier, vol. 52(4), pages 667-699, May.
    8. Dalia Marin, 2011. "The Opening Up of Eastern Europe at 20: Jobs, Skills and Reverse Maquiladoras in Austria and Germany," Chapters, in: Miroslav N. Jovanović (ed.), International Handbook on the Economics of Integration, Volume II, chapter 13, Edward Elgar Publishing.
    9. Weiguo Zhang & Gilles Grenier, 2012. "How can Language be linked to Economics? A Survey of Two Strands of Research," Working Papers 1206E, University of Ottawa, Department of Economics.
    10. Nikolaos Askitas & Klaus F. Zimmermann, 2015. "The internet as a data source for advancement in social sciences," International Journal of Manpower, Emerald Group Publishing Limited, vol. 36(1), pages 2-12, April.
    11. Amelie F. Constant & Martin Kahanec & Klaus F. Zimmermann, 2012. "The Russian–Ukrainian earnings divide," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 20(1), pages 1-35, January.
    12. Jacob A. Mincer, 1974. "Schooling and Earnings," NBER Chapters, in: Schooling, Experience, and Earnings, pages 41-63, National Bureau of Economic Research, Inc.
    13. Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1, March.
    14. Oh, Chang Hoon & Travis Selmier, W. & Lien, Donald, 2011. "International trade, foreign direct investment, and transaction costs in languages," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 40(6), pages 732-735.
    15. Peter Kuhn & Hani Mansour, 2014. "Is Internet Job Search Still Ineffective?," Economic Journal, Royal Economic Society, vol. 124(581), pages 1213-1233, December.
    16. Roberto Antonietti & Massimo Loi, 2014. "The demand for foreign languages in Italian manufacturing," Working Papers 57, AlmaLaurea Inter-University Consortium.
    17. Armstrong, Alex, 2015. "Equilibria and efficiency in bilingual labour markets," Journal of Economic Behavior & Organization, Elsevier, vol. 112(C), pages 204-220.
    18. Peter Kuhn, 2014. "The internet as a labor market matchmaker," IZA World of Labor, Institute of Labor Economics (IZA), pages 1-18, May.
    19. Barslund, Mikkel & Busse, Matthias, 2016. "How mobile is tech talent? A case study of IT professionals based on data from LinkedIn," CEPS Papers 11692, Centre for European Policy Studies.
    20. Jacob A. Mincer, 1974. "Introduction to "Schooling, Experience, and Earnings"," NBER Chapters, in: Schooling, Experience, and Earnings, pages 1-4, National Bureau of Economic Research, Inc.
    21. Bound, John & Brown, Charles & Mathiowetz, Nancy, 2001. "Measurement error in survey data," Handbook of Econometrics, in: J.J. Heckman & E.E. Leamer (ed.), Handbook of Econometrics, edition 1, volume 5, chapter 59, pages 3705-3843, Elsevier.
    22. Hoyt Bleakley & Aimee Chin, 2004. "Language Skills and Earnings: Evidence from Childhood Immigrants," The Review of Economics and Statistics, MIT Press, vol. 86(2), pages 481-496, May.
    23. Alan Duncan & Astghik Mavisakalyan, 2015. "Russian language skills and employment in the Former Soviet Union," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 23(3), pages 625-656, July.
    24. Martin Guzi & Pablo de Pedraza García, 2015. "A web survey analysis of subjective well-being," International Journal of Manpower, Emerald Group Publishing Limited, vol. 36(1), pages 48-67, April.
    25. Paul W. Miller & Barry R. Chiswick, 1999. "Language skills and earnings among legalized aliens," Journal of Population Economics, Springer;European Society for Population Economics, vol. 12(1), pages 63-89.
    26. Coombs, Christopher & Cebula, Richard, 2009. "Are there rewards for language skills? Evidence from the earnings of registered nurses," MPRA Paper 49646, University Library of Munich, Germany.
    27. repec:iza:izawol:journl:y:2014:p:18 is not listed on IDEAS
    28. repec:lmu:muench:19230 is not listed on IDEAS
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    Cited by:

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    3. Antonio Paolo & Aysit Tansel, 2019. "English skills, labour market status and earnings of Turkish women," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 46(4), pages 669-690, November.
    4. Antonio Di Paolo & Aysit Tansel, 2019. "“English skills, labour market status and earnings of Turkish women”," AQR Working Papers 201901, University of Barcelona, Regional Quantitative Analysis Group, revised Jan 2019.
    5. Wang, Zhiling & de Graaff, Thomas & Nijkamp, Peter, 2017. "Look Who’s Talking: On the Heterogeneous Returns to Foreign Language Use at Work among Natives and Migrants in Europe," GLO Discussion Paper Series 104, Global Labor Organization (GLO).
    6. Jan Drahokoupil & Brian Fabo, 2019. "The limits of foreign-led growth: Demand for digital skills by foreign and domestic firms in Slovakia," Working and Discussion Papers WP 7/2019, Research Department, National Bank of Slovakia.
    7. Sandra M. Leitner & Oliver Reiter, 2020. "Employers’ Skills Requirements in the Austrian Labour Market: On the Relative Importance of ICT, Cognitive and Non-cognitive Skills over the Past 15 Years," wiiw Working Papers 190, The Vienna Institute for International Economic Studies, wiiw.
    8. Astghik Mavisakalyan, 2017. "Returns to language skills in transition economies," IZA World of Labor, Institute of Labor Economics (IZA), pages 416-416, December.
    9. Brian Fabo, 2020. "The English and Russian Language Proficiency Premium in the post-Maidan Ukraine – an Analysis of Web Survey Data," Discussion Papers 57, Central European Labour Studies Institute (CELSI).
    10. Michele Gazzola & Daniele Mazzacani, 2019. "Foreign language skills and employment status of European natives: evidence from Germany, Italy and Spain," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 46(4), pages 713-740, November.
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    12. Zhiling Wang & Thomas de Graaff & Peter Nijkamp, 2023. "Differences in Heterogeneous Returns to Foreign Language Use at Work Among Natives and Migrants in Europe," Romanian Journal of Regional Science, Romanian Regional Science Association, vol. 17(1), pages 1-37, June.
    13. Zhou, Yonghong & Zhu, Rong & Zheng, Xian, 2020. "Second language skills and labor market outcomes: Evidence from the handover of Hong Kong," China Economic Review, Elsevier, vol. 59(C).

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    More about this item

    Keywords

    Wage premium; Foreign language skills; Vacancy data; Web data;
    All these keywords.

    JEL classification:

    • J2 - Labor and Demographic Economics - - Demand and Supply of Labor
    • C8 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs

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