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Migration and wage inequality: a detailed analysis for German metropolitan and non-metropolitan regions
[Migration und Lohnungleichheit: Eine detaillierte Analyse für Deutsche Metropol- und Nicht-Metropolregionen]

Author

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  • Ramona Schmid

    (University of Hohenheim)

Abstract

This study presents new evidence on immigrant-native wage gaps considering regional-specific differences between 2000 and 2019 in Germany. Using linked employer-employee-data, unconditional quantile regression models are estimated in order to assess the degree of labor market integration of foreign workers. The applied extended version of the Oaxaca-Blinder decomposition method provides evidence on driving factors behind wage gaps along the entire wage distribution. Estimated results are presented not only for the whole of West Germany but also differentiated between metropolitan and non-metropolitan areas. On average, larger wage differentials are identified in metropolitan areas with at the same time a higher presence of foreign population. Detailed decompositions show that there are not only changes in the relative importance of explanatory factors over time, but also possible sources of wage differentials shift between different points of the wage distribution. Decisive explanatory variables in this context are the practised profession and the economic sector affiliation. Distinguishing between metropolitan and non-metropolitan areas, provides evidence that especially differences in educational attainment impact wage gaps in urban areas. Regarding the size of overall estimated wage gaps, after 2012 a reversal in trend and particular increasing tendencies around median wages are revealed.

Suggested Citation

  • Ramona Schmid, 2023. "Migration and wage inequality: a detailed analysis for German metropolitan and non-metropolitan regions [Migration und Lohnungleichheit: Eine detaillierte Analyse für Deutsche Metropol- und Nicht-M," Review of Regional Research: Jahrbuch für Regionalwissenschaft, Springer;Gesellschaft für Regionalforschung (GfR), vol. 43(1), pages 147-201, April.
  • Handle: RePEc:spr:jahrfr:v:43:y:2023:i:1:d:10.1007_s10037-023-00180-x
    DOI: 10.1007/s10037-023-00180-x
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    1. Daniel Baumgarten & Gabriel Felbermayr & Sybille Lehwald, 2020. "Dissecting Between‐Plant and Within‐Plant Wage Dispersion: Evidence from Germany," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 59(1), pages 85-122, January.
    2. Gianmarco I. P. Ottaviano & Giovanni Peri, 2021. "Rethinking The Effect Of Immigration On Wages," World Scientific Book Chapters, in: Firms and Workers in a Globalized World Larger Markets, Tougher Competition, chapter 9, pages 245-290, World Scientific Publishing Co. Pte. Ltd..
    3. Martin Biewen & Martin Ungerer & Max Löffler, 2019. "Why Did Income Inequality in Germany Not Increase Further After 2005?," German Economic Review, Verein für Socialpolitik, vol. 20(4), pages 471-504, November.
    4. David Dorn & Josef Zweimüller, 2021. "Migration and Labor Market Integration in Europe," Journal of Economic Perspectives, American Economic Association, vol. 35(2), pages 49-76, Spring.
    5. DiNardo, John & Fortin, Nicole M & Lemieux, Thomas, 1996. "Labor Market Institutions and the Distribution of Wages, 1973-1992: A Semiparametric Approach," Econometrica, Econometric Society, vol. 64(5), pages 1001-1044, September.
    6. repec:iab:iabfme:200502(en is not listed on IDEAS
    7. Agnieszka Kanas & Barry R. Chiswick & Tanja Lippe & Frank Tubergen, 2012. "Social Contacts and the Economic Performance of Immigrants: A Panel Study of Immigrants in G ermany," International Migration Review, Wiley Blackwell, vol. 46(3), pages 680-709, September.
    8. Aldashev Alisher & Gernandt Johannes & Thomsen Stephan L., 2012. "The Immigrant-Native Wage Gap in Germany," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 232(5), pages 490-517, October.
    9. David Card, 2009. "Immigration and Inequality," American Economic Review, American Economic Association, vol. 99(2), pages 1-21, May.
    10. Glitz, Albrecht, 2014. "Ethnic segregation in Germany," Labour Economics, Elsevier, vol. 29(C), pages 28-40.
    11. E. D. Gould, 2007. "Cities, Workers, and Wages: A Structural Analysis of the Urban Wage Premium," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 74(2), pages 477-506.
    12. Ben Jann, 2008. "The Blinder–Oaxaca decomposition for linear regression models," Stata Journal, StataCorp LP, vol. 8(4), pages 453-479, December.
    13. Oaxaca, Ronald, 1973. "Male-Female Wage Differentials in Urban Labor Markets," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 14(3), pages 693-709, October.
    14. Marianne Bertrand & Erzo F. P. Luttmer & Sendhil Mullainathan, 2000. "Network Effects and Welfare Cultures," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 115(3), pages 1019-1055.
    15. Brunow, Stephan & Jost, Oskar, 2019. "Wages of migrant and native employees in Germany: new light on an old issue," IAB-Discussion Paper 201910, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    16. Yankow, Jeffrey J., 2006. "Why do cities pay more? An empirical examination of some competing theories of the urban wage premium," Journal of Urban Economics, Elsevier, vol. 60(2), pages 139-161, September.
    17. Kai Ingwersen & Stephan L. Thomsen, 2021. "The immigrant-native wage gap in Germany revisited," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 19(4), pages 825-854, December.
    18. Tanja Buch & Silke Hamann & Annekatrin Niebuhr & Anja Rossen, 2014. "What Makes Cities Attractive? The Determinants of Urban Labour Migration in Germany," Urban Studies, Urban Studies Journal Limited, vol. 51(9), pages 1960-1978, July.
    19. Sergio Firpo & Nicole M. Fortin & Thomas Lemieux, 2009. "Unconditional Quantile Regressions," Econometrica, Econometric Society, vol. 77(3), pages 953-973, May.
    20. Alan S. Blinder, 1973. "Wage Discrimination: Reduced Form and Structural Estimates," Journal of Human Resources, University of Wisconsin Press, vol. 8(4), pages 436-455.
    21. Martin Biewen & Martin Ungerer & Max Löffler, 2019. "Why Did Income Inequality in Germany Not Increase Further After 2005?," German Economic Review, Verein für Socialpolitik, vol. 20(4), pages 471-504, November.
    22. Robert C. M. Beyer, 2019. "Wage Performance of Immigrants in Germany," German Economic Review, Verein für Socialpolitik, vol. 20(4), pages 141-169, November.
    23. Daniel Heuermann & Benedikt Halfdanarson & Jens Suedekum, 2010. "Human Capital Externalities and the Urban Wage Premium: Two Literatures and their Interrelations," Urban Studies, Urban Studies Journal Limited, vol. 47(4), pages 749-767, April.
    24. Christian Dustmann & Johannes Ludsteck & Uta Schönberg, 2009. "Revisiting the German Wage Structure," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(2), pages 843-881.
    25. Treude, Barbara, 2014. "The Effect of Ethnic Clustering on Migrant Integration in Germany," VfS Annual Conference 2014 (Hamburg): Evidence-based Economic Policy 100584, Verein für Socialpolitik / German Economic Association.
    26. Schaffner, Sandra & Treude, Barbara, 2014. "The Effect of Ethnic Clustering on Migrant Integration in Germany," Ruhr Economic Papers 536, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    27. Martin Biewen & Matthias Seckler, 2019. "Unions, Internationalization, Tasks, Firms, and Worker Characteristics: A Detailed Decomposition Analysis of Rising Wage Inequality in Germany," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 17(4), pages 461-498, December.
    28. Casey Warman, 2007. "Ethnic enclaves and immigrant earnings growth," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 40(2), pages 401-422, May.
    29. Facchini, Giovanni & Lodigiani, Elisabetta, 2014. "Attracting Skilled Immigrants: An Overview of Recent Policy Developments in Advanced Countries," National Institute Economic Review, National Institute of Economic and Social Research, vol. 229, pages 3-21, August.
    30. Sergio P. Firpo & Nicole M. Fortin & Thomas Lemieux, 2018. "Decomposing Wage Distributions Using Recentered Influence Function Regressions," Econometrics, MDPI, vol. 6(2), pages 1-40, May.
    31. Cristian Bartolucci, 2014. "Understanding the Native–Immigrant Wage Gap Using Matched Employer-Employee Data," ILR Review, Cornell University, ILR School, vol. 67(4), pages 1166-1202, October.
    32. Stefan Sauer & Timo Wollmershäuser, 2021. "Fachkräftemangel wird zunehmend zur Belastung für die deutsche Wirtschaft," ifo Schnelldienst Digital, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, vol. 2(17), pages 01-04, December.
    33. Florian Lehmer & Johannes Ludsteck, 2011. "The Immigrant Wage Gap in Germany: Are East Europeans Worse Off?," ERSA conference papers ersa10p769, European Regional Science Association.
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    Cited by:

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    More about this item

    Keywords

    Immigrant-native wage gap; Oaxaca-Blinder decomposition; Unconditional quantile regression; Ethnic clustering; Germany;
    All these keywords.

    JEL classification:

    • J15 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Minorities, Races, Indigenous Peoples, and Immigrants; Non-labor Discrimination
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
    • J61 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Geographic Labor Mobility; Immigrant Workers
    • R23 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Regional Migration; Regional Labor Markets; Population
    • R58 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Regional Government Analysis - - - Regional Development Planning and Policy

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