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The Value of Foreign Language Skills in the German Labor Market

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  • Hahm, Sabrina
  • Gazzola, Michele

Abstract

This article explores the relationship between foreign language skills and individuals’ labor income in Germany, focusing on the English language. Using the 2012 and 2016 waves of the German Socio-Economic Panel’s Innovation Sample (SOEP-IS), we find that native speakers of German with English language skills earn a wage premium of 13 percent, on average. Incremental improvements in the level of skills, e.g., from basic to independent user, increase wages by 11 percent, on average. We address endogeneity issues by using novel data that combine comprehensive information about individuals’ characteristics with fine-grained self-assessments of language skills based on descriptors derived from the Common European Framework of Reference for Languages (CEFR). Any remaining sources of endogeneity in the level of language proficiency are addressed by an instrumental variable approach that exploits exogenous variation in individuals’ exposure to foreign language acquisition in school. We also show that wage differentials cannot be explained by the value of foreign language skills as a general ability signal, but they are driven by the productive value of such skills. Finally, by examining language skills instead of the use of such skills in the workplace, we identify individual returns to foreign languages for the general population. As education policy is the main determinant of English language acquisition (not only in Germany), this information is highly relevant for policy-makers.

Suggested Citation

  • Hahm, Sabrina & Gazzola, Michele, 2022. "The Value of Foreign Language Skills in the German Labor Market," Labour Economics, Elsevier, vol. 76(C).
  • Handle: RePEc:eee:labeco:v:76:y:2022:i:c:s0927537122000434
    DOI: 10.1016/j.labeco.2022.102150
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    as
    1. Victor Ginsburgh & Juan Prieto-Rodriguez, 2013. "Is there a Gender Bias in the Use of Foreign Languages in Europe?," Kyklos, Wiley Blackwell, vol. 66(4), pages 552-566, November.
    2. Borooah, Vani K. & Dineen, Donal A. & Lynch, Nicola, 2009. "Language and Occupational Status: Linguistic Elitism in the Irish Labour Market," The Economic and Social Review, Economic and Social Studies, vol. 40(4), pages 435-460.
    3. Antonio Di Paolo & Aysit Tansel, 2015. "Returns to Foreign Language Skills in a Developing Country: The Case of Turkey," Journal of Development Studies, Taylor & Francis Journals, vol. 51(4), pages 407-421, April.
    4. George J. Borjas, 2021. "The Economic Benefits from Immigration," World Scientific Book Chapters, in: Foundational Essays in Immigration Economics, chapter 13, pages 411-430, World Scientific Publishing Co. Pte. Ltd..
    5. Cappellari, Lorenzo & Di Paolo, Antonio, 2018. "Bilingual schooling and earnings: Evidence from a language-in-education reform," Economics of Education Review, Elsevier, vol. 64(C), pages 90-101.
    6. Miranda, Alfonso & Zhu, Yu, 2013. "English deficiency and the native–immigrant wage gap," Economics Letters, Elsevier, vol. 118(1), pages 38-41.
    7. Mehtabul Azam & Aimee Chin & Nishith Prakash, 2013. "The Returns to English-Language Skills in India," Economic Development and Cultural Change, University of Chicago Press, vol. 61(2), pages 335-367.
    8. James Levinsohn, 2007. "Globalization and the Returns to Speaking English in South Africa," NBER Chapters, in: Globalization and Poverty, pages 629-646, National Bureau of Economic Research, Inc.
    9. 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.
    10. Ott Toomet, 2011. "Learn English, Not the Local Language! Ethnic Russians in the Baltic States," American Economic Review, American Economic Association, vol. 101(3), pages 526-531, May.
    11. Emily Oster, 2019. "Unobservable Selection and Coefficient Stability: Theory and Evidence," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 37(2), pages 187-204, April.
    12. Andrew Henley & Rhian Eleri Jones, 2005. "Earnings And Linguistic Proficiency In A Bilingual Economy," Manchester School, University of Manchester, vol. 73(3), pages 300-320, June.
    13. Derek Leslie & Joanne Lindley, 2001. "The Impact of Language Ability on Employment and Earnings of Britain’s Ethnic Communities," Economica, London School of Economics and Political Science, vol. 68(272), pages 587-606, November.
    14. Ingo E. Isphording, 2013. "Returns to Foreign Language Skills of Immigrants in Spain," LABOUR, CEIS, vol. 27(4), pages 443-461, December.
    15. 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.
    16. Katy Cornwell & Brett Inder, 2008. "Language and Labour Markets in South Africa," Journal of African Economies, Centre for the Study of African Economies, vol. 17(3), pages 490-525, June.
    17. Aldashev, Alisher & Danzer, Alexander M., 2014. "Economic Returns to Speaking the Right Language(s)? Evidence from Kazakhstan's Shift in State Language and Language of Instruction," IZA Discussion Papers 8624, Institute of Labor Economics (IZA).
    18. Christian Dustmann & Francesca Fabbri, 2003. "Language proficiency and labour market performance of immigrants in the UK," Economic Journal, Royal Economic Society, vol. 113(489), pages 695-717, July.
    19. Albert Saiz & Elena Zoido, 2005. "Listening to What the World Says: Bilingualism and Earnings in the United States," The Review of Economics and Statistics, MIT Press, vol. 87(3), pages 523-538, August.
    20. 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.
    21. Isphording, Ingo, 2013. "Returns to Local and Foreign Language Skills – Causal Evidence from Spain," Ruhr Economic Papers 398, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    22. Jacek Liwiński, 2019. "The wage premium from foreign language skills," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 46(4), pages 691-711, November.
    23. George J. Borjas, 1994. "The Economics of Immigration," Journal of Economic Literature, American Economic Association, vol. 32(4), pages 1667-1717, December.
    24. Louis N. Christofides & Robert Swidinsky, 2010. "The Economic Returns to the Knowledge and Use of a Second Official Language: English in Quebec and French in the Rest-of-Canada," Canadian Public Policy, University of Toronto Press, vol. 36(2), pages 137-158, June.
    25. Christian Dustmann & Arthur van Soest, 2001. "Language Fluency And Earnings: Estimation With Misclassified Language Indicators," The Review of Economics and Statistics, MIT Press, vol. 83(4), pages 663-674, November.
    26. Alejandra Cattaneo & Rainer Winkelmann, 2005. "Earnings Differentials between German and French speakers in Switzerland," Swiss Journal of Economics and Statistics (SJES), Swiss Society of Economics and Statistics (SSES), vol. 141(II), pages 191-212, June.
    27. Victor A. Ginsburgh & Juan Prieto-Rodriguez, 2011. "Returns to Foreign Languages of Native Workers in the European Union," ILR Review, Cornell University, ILR School, vol. 64(3), pages 599-618, April.
    28. Casale, Daniela & Posel, Dorrit, 2011. "English language proficiency and earnings in a developing country: The case of South Africa," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 40(4), pages 385-393, August.
    29. Armstrong, Alex, 2015. "Equilibria and efficiency in bilingual labour markets," Journal of Economic Behavior & Organization, Elsevier, vol. 112(C), pages 204-220.
    30. 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.
    31. Serge Nadeau, 2010. "Another Look at the Francophone Wage Gap in Canada: Public and Private Sectors, Quebec and Outside Quebec," Canadian Public Policy, University of Toronto Press, vol. 36(2), pages 159-179, June.
    32. Chakraborty, Tanika & Bakshi, Shilpi Kapur, 2016. "English language premium: Evidence from a policy experiment in India," Economics of Education Review, Elsevier, vol. 50(C), pages 1-16.
    33. Gao, Wenshu & Smyth, Russell, 2011. "Economic returns to speaking 'standard Mandarin' among migrants in China's urban labour market," Economics of Education Review, Elsevier, vol. 30(2), pages 342-352, April.
    34. Christian Dustmann & Arthur Van Soest, 2002. "Language and the Earnings of Immigrants," ILR Review, Cornell University, ILR School, vol. 55(3), pages 473-492, April.
    35. Lang Kevin & Siniver Erez, 2009. "The Return to English in a Non-English Speaking Country: Russian Immigrants and Native Israelis in Israel," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 9(1), pages 1-30, November.
    36. Charles Kroncke & Kenneth Smith, 1999. "The wage effects of ethnicity in Estonia," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 7(1), pages 179-199, March.
    37. 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.
    38. Santiago Budría & Alberto Colino & Carlos Martínez de Ibarreta, 2019. "The impact of host language proficiency on employment outcomes among immigrants in Spain," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 46(4), pages 625-652, November.
    39. Angrist, Joshua D & Lavy, Victor, 1997. "The Effect of a Change in Language of Instruction on the Returns to Schooling in Morocco," Journal of Labor Economics, University of Chicago Press, vol. 15(1), pages 48-76, January.
    40. Donald R. Williams, 2011. "Multiple language usage and earnings in Western Europe," International Journal of Manpower, Emerald Group Publishing Limited, vol. 32(4), pages 372-393, July.
    41. Ramachandran, Rajesh, 2017. "Language use in education and human capital formation: Evidence from the Ethiopian educational reform," World Development, Elsevier, vol. 98(C), pages 195-213.
    42. Taylor, Stephen & von Fintel, Marisa, 2016. "Estimating the impact of language of instruction in South African primary schools: A fixed effects approach," Economics of Education Review, Elsevier, vol. 50(C), pages 75-89.
    43. 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.
    44. Hoyt Bleakley & Aimee Chin, 2010. "Age at Arrival, English Proficiency, and Social Assimilation among US Immigrants," American Economic Journal: Applied Economics, American Economic Association, vol. 2(1), pages 165-192, January.
    45. Wang, Haining & Smyth, Russell & Cheng, Zhiming, 2017. "The economic returns to proficiency in English in China," China Economic Review, Elsevier, vol. 43(C), pages 91-104.
    46. Yuxin Yao & Jan C. Ours, 2019. "Daily dialect-speaking and wages among native Dutch speakers," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 46(4), pages 653-668, November.
    47. Joshua D. Angrist & Jörn-Steffen Pischke, 2014. "Mastering ’Metrics: The Path from Cause to Effect," Economics Books, Princeton University Press, edition 1, number 10363.
    48. Barry R. Chiswick & Paul W. Miller, 2018. "Do native-born bilinguals in the US earn more?," Review of Economics of the Household, Springer, vol. 16(3), pages 563-583, September.
    49. Hon-Kwong Lui, 2007. "The returns to language ability in Hong Kong: before and after the handover," Applied Economics Letters, Taylor & Francis Journals, vol. 14(2), pages 121-125.
    50. Ofer Harel, 2009. "The estimation of R2 and adjusted R2 in incomplete data sets using multiple imputation," Journal of Applied Statistics, Taylor & Francis Journals, vol. 36(10), pages 1109-1118.
    51. Aldashev, Alisher & Gernandt, Johannes & Thomsen, Stephan L., 2009. "Language usage, participation, employment and earnings: Evidence for foreigners in West Germany with multiple sources of selection," Labour Economics, Elsevier, vol. 16(3), pages 330-341, June.
    52. Francois Vaillancourt & Dominique Lemay & Luc Vaillancourt, 2007. "Laggards No More: The Changed Socioeconomic Status of Francophones in Quebec," C.D. Howe Institute Backgrounder, C.D. Howe Institute, issue 103, August.
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    1. Zheng, Yeqiu & Gu, Yan & Backus, Albert & van Soest, Arthur, 2023. "The value of host-country language: The effect of Dutch language proficiency on immigrants’ income, savings and financial wealth in the Netherlands," OSF Preprints qnfuv, Center for Open Science.
    2. Elena Gentili & Fabrizio Mazzonna, 2024. "What drives the substitutability between native and foreign workers? Evidence about the role of language," Economica, London School of Economics and Political Science, vol. 91(361), pages 210-237, January.

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    More about this item

    Keywords

    Language education policy; Returns to foreign language skills; Human capital; Wage differentials; Instrumental variables; Linguistic skills;
    All these keywords.

    JEL classification:

    • I26 - Health, Education, and Welfare - - Education - - - Returns to Education
    • J21 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Force and Employment, Size, and Structure
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • Z13 - Other Special Topics - - Cultural Economics - - - Economic Sociology; Economic Anthropology; Language; Social and Economic Stratification

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