IDEAS home Printed from https://ideas.repec.org/a/jns/jbstat/v236y2016i1p3-35.html
   My bibliography  Save this article

Migration and Regional Wage Disparities in Germany

Author

Listed:
  • Fendel Tanja

    (Institut für Arbeitsmarkt und Berufsforschung – IAB, Regensburgerstr, 104, D- 90478 Nürnberg)

Abstract

This study provides an analysis of the effect of migration and commuting on regional wage disparities in Germany. Using the INKAR dataset and the GSOEP from the years 1998 to 2009, dynamic GMM panel estimations are applied to consider dynamics as well as the simultaneity between migration and regional labor market circumstances. To begin with, the influence of migration on relative wage levels is analyzed. The results show a small positive wage effect due to the overall regional migration balance. However, only domestic migration is relevant for analyzing the influence of migration on regional wage disparities. The wage effect due to domestic migration turns out to be smaller and negative. Regions seem to benefit primary from a combination of internal and foreign migration, however effects are small. Assuming that individuals usually move to high-wage regions, the negative wage effect of German migration would trigger an adjustment mechanism of wage disparities. Therefore, a second dynamic GMM panel estimation tests whether an influence of the regional wage levels on migration exists. Results show no statistically significant effects. An adjustment of existing wage disparities due to migration is not likely to occur in Germany in the next few years.

Suggested Citation

  • Fendel Tanja, 2016. "Migration and Regional Wage Disparities in Germany," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 236(1), pages 3-35, February.
  • Handle: RePEc:jns:jbstat:v:236:y:2016:i:1:p:3-35
    DOI: 10.1515/jbnst-2015-1001
    as

    Download full text from publisher

    File URL: https://doi.org/10.1515/jbnst-2015-1001
    Download Restriction: no

    File URL: https://libkey.io/10.1515/jbnst-2015-1001?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Jörg Decressin, 1994. "Internal migration in West Germany and implications for East-West salary convergence," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 130(2), pages 231-257, June.
    2. Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), 2011. "Handbook of the Economics of Education," Handbook of the Economics of Education, Elsevier, edition 1, volume 4, number 4, June.
    3. Hansen, Lars Peter, 1982. "Large Sample Properties of Generalized Method of Moments Estimators," Econometrica, Econometric Society, vol. 50(4), pages 1029-1054, July.
    4. Engle, Robert & Granger, Clive, 2015. "Co-integration and error correction: Representation, estimation, and testing," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 39(3), pages 106-135.
    5. Jan Goebel & Joachim R. Frick & Markus M. Grabka, 2009. "Preisunterschiede mildern Einkommensgefälle zwischen West und Ost," DIW Wochenbericht, DIW Berlin, German Institute for Economic Research, vol. 76(51/52), pages 888-894.
    6. Gary Solon & Steven J. Haider & Jeffrey M. Wooldridge, 2015. "What Are We Weighting For?," Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 301-316.
    7. J. Paul Elhorst, 2003. "The Mystery of Regional Unemployment Differentials: Theoretical and Empirical Explanations," Journal of Economic Surveys, Wiley Blackwell, vol. 17(5), pages 709-748, December.
    8. Rosen, Sherwin, 2007. "Studies in Labor Markets," National Bureau of Economic Research Books, University of Chicago Press, number 9780226726304, April.
    9. M. E. Bontempi & I. Mammi, 2012. "A strategy to reduce the count of moment conditions in panel data GMM," Working Papers wp843, Dipartimento Scienze Economiche, Universita' di Bologna.
    10. Arntz, Melanie, 2005. "The Geographical Mobility of Unemployed Workers: Evidence from West Germany," ZEW Discussion Papers 05-34, ZEW - Leibniz Centre for European Economic Research.
    11. Kleibergen, Frank & Paap, Richard, 2006. "Generalized reduced rank tests using the singular value decomposition," Journal of Econometrics, Elsevier, vol. 133(1), pages 97-126, July.
    12. Herbert Brücker & Parvati Trübswetter, 2007. "Do the best go west? An analysis of the self-selection of employed East-West migrants in Germany," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 34(4), pages 371-395, September.
    13. David Roodman, 2009. "How to do xtabond2: An introduction to difference and system GMM in Stata," Stata Journal, StataCorp LP, vol. 9(1), pages 86-136, March.
    14. Annekatrin Niebuhr & Nadia Granato & Anette Haas & Silke Hamann, 2012. "Does Labour Mobility Reduce Disparities between Regional Labour Markets in Germany?," Regional Studies, Taylor & Francis Journals, vol. 46(7), pages 841-858, September.
    15. Puhani Patrick A., 2001. "Labour Mobility: An Adjustment Mechanism in Euroland? Empirical Evidence for Western Germany, France and Italy," German Economic Review, De Gruyter, vol. 2(2), pages 127-140, May.
    16. Krugman, Paul, 1991. "Increasing Returns and Economic Geography," Journal of Political Economy, University of Chicago Press, vol. 99(3), pages 483-499, June.
    17. Maurice J. G. Bun & Frank Windmeijer, 2010. "The weak instrument problem of the system GMM estimator in dynamic panel data models," Econometrics Journal, Royal Economic Society, vol. 13(1), pages 95-126, February.
    18. repec:bla:econom:v:62:y:1995:i:245:p:123-32 is not listed on IDEAS
    19. Rothenberg, Thomas J., 1984. "Approximating the distributions of econometric estimators and test statistics," Handbook of Econometrics, in: Z. Griliches† & M. D. Intriligator (ed.), Handbook of Econometrics, edition 1, volume 2, chapter 15, pages 881-935, Elsevier.
    20. Chiswick, Barry R, 1978. "The Effect of Americanization on the Earnings of Foreign-born Men," Journal of Political Economy, University of Chicago Press, vol. 86(5), pages 897-921, October.
    21. Dustmann, Christian & Glitz, Albrecht, 2011. "Migration and Education," Handbook of the Economics of Education, in: Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), Handbook of the Economics of Education, edition 1, volume 4, chapter 0, pages 327-439, Elsevier.
    22. Andrews,Donald W. K. & Stock,James H. (ed.), 2005. "Identification and Inference for Econometric Models," Cambridge Books, Cambridge University Press, number 9780521844413, October.
    23. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    24. Jennifer Hunt, 2000. "Why Do People Still Live in East Germany?," NBER Working Papers 7564, National Bureau of Economic Research, Inc.
    25. George J. Borjas, 2000. "Issues in the Economics of Immigration," NBER Books, National Bureau of Economic Research, Inc, number borj00-1.
    26. Nickell, Stephen J, 1981. "Biases in Dynamic Models with Fixed Effects," Econometrica, Econometric Society, vol. 49(6), pages 1417-1426, November.
    27. Stephen R. Bond, 2002. "Dynamic panel data models: a guide to micro data methods and practice," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 1(2), pages 141-162, August.
    28. Chiswick, Barry R., 1999. "Are Immigrants Favorably Self-Selected? An Economic Analysis," Working Papers 147, The University of Chicago Booth School of Business, George J. Stigler Center for the Study of the Economy and the State.
    29. Beate Jochimsen & Robert Nuscheler, 2011. "The political economy of the German Lander deficits: weak governments meet strong finance ministers," Applied Economics, Taylor & Francis Journals, vol. 43(19), pages 2399-2415.
    30. Greenwood, Michael J, 1975. "Research on Internal Migration in the United States: A Survey," Journal of Economic Literature, American Economic Association, vol. 13(2), pages 397-433, June.
    31. Larry Long, 1973. "Migration differentials by education and occupation: Trends and variations," Demography, Springer;Population Association of America (PAA), vol. 10(2), pages 243-258, May.
    32. Johannes Geyer & Viktor Steiner, 2007. "Short-Run and Long-Term Effects of Childbirth on Mothers' Employment and Working Hours across Institutional Regimes: An Empirical Analysis Based on the European Community Household Panel," Discussion Papers of DIW Berlin 682, DIW Berlin, German Institute for Economic Research.
    33. George J. Borjas, 2000. "Introduction to "Issues in the Economics of Immigration"," NBER Chapters, in: Issues in the Economics of Immigration, pages 1-14, National Bureau of Economic Research, Inc.
    34. Borjas, George J. (ed.), 2000. "Issues in the Economics of Immigration," National Bureau of Economic Research Books, University of Chicago Press, edition 1, number 9780226066318.
    35. Burda, Michael C., 1993. "The determinants of East-West German migration: Some first results," European Economic Review, Elsevier, vol. 37(2-3), pages 452-461, April.
    36. Melanie Arntz, 2010. "What Attracts Human Capital? Understanding the Skill Composition of Interregional Job Matches in Germany," Regional Studies, Taylor & Francis Journals, vol. 44(4), pages 423-441.
    37. David Roodman, 2009. "A Note on the Theme of Too Many Instruments," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 71(1), pages 135-158, February.
    38. Jennifer Hunt, 2006. "Staunching Emigration from East Germany: Age and the Determinants of Migration," Journal of the European Economic Association, MIT Press, vol. 4(5), pages 1014-1037, September.
    39. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    40. Pissarides, Christopher A & McMaster, Ian, 1990. "Regional Migration, Wages and Unemployment: Empirical Evidence and Implications for Policy," Oxford Economic Papers, Oxford University Press, vol. 42(4), pages 812-831, October.
    41. George J. Borjas, 2021. "Self-Selection and the Earnings of Immigrants," World Scientific Book Chapters, in: Foundational Essays in Immigration Economics, chapter 4, pages 69-91, World Scientific Publishing Co. Pte. Ltd..
    42. Moller, Joachim, 2001. "Regional Adjustment Dynamics," Discussion Paper Series 26180, Hamburg Institute of International Economics.
    43. Windmeijer, Frank, 2005. "A finite sample correction for the variance of linear efficient two-step GMM estimators," Journal of Econometrics, Elsevier, vol. 126(1), pages 25-51, May.
    44. Stephen Bond, 2002. "Dynamic panel data models: a guide to microdata methods and practice," CeMMAP working papers CWP09/02, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    45. James J. Heckman, 1981. "Heterogeneity and State Dependence," NBER Chapters, in: Studies in Labor Markets, pages 91-140, National Bureau of Economic Research, Inc.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Hui Chen & Sven Voigt & Xiaoming Fu, 2021. "Data-Driven Analysis on Inter-City Commuting Decisions in Germany," Sustainability, MDPI, vol. 13(11), pages 1-24, June.
    2. Bauer, Thomas K. & Rulff, Christian & Tamminga, Michael M., 2019. "Berlin calling - Internal migration in Germany," Ruhr Economic Papers 823, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    3. Paula Prenzel, 2021. "Are old regions less attractive? Interregional labour migration in a context of population ageing," Papers in Regional Science, Wiley Blackwell, vol. 100(6), pages 1429-1447, December.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Nadia Granato & Anette Haas & Silke Hamann & Annekatrin Niebuhr, 2015. "The Impact Of Skill‐Specific Migration On Regional Unemployment Disparities In Germany," Journal of Regional Science, Wiley Blackwell, vol. 55(4), pages 513-539, September.
    2. Johanna Vogel, 2012. "Agglomeration and Growth: Evidence from the Regions of Central and Eastern Europe," ERSA conference papers ersa12p1089, European Regional Science Association.
    3. Scott, K. Rebecca, 2011. "Demand and Price Volatility: Rational Habits in International Gasoline Demand," Department of Agricultural & Resource Economics, UC Berkeley, Working Paper Series qt2q87432b, Department of Agricultural & Resource Economics, UC Berkeley.
    4. Björn Alecke & Timo Mitze & Gerhard Untiedt, 2010. "Internal migration, regional labour market dynamics and implications for German East-West disparities: results from a Panel VAR," Review of Regional Research: Jahrbuch für Regionalwissenschaft, Springer;Gesellschaft für Regionalforschung (GfR), vol. 30(2), pages 159-189, September.
    5. Scott, K. Rebecca, 2015. "Demand and price uncertainty: Rational habits in international gasoline demand," Energy, Elsevier, vol. 79(C), pages 40-49.
    6. Peñasco, Cristina & del Río, Pablo & Romero-Jordán, Desiderio, 2017. "Gas and electricity demand in Spanish manufacturing industries: An analysis using homogeneous and heterogeneous estimators," Utilities Policy, Elsevier, vol. 45(C), pages 45-60.
    7. Mateo Zokalj, 2016. "The impact of population aging on public finance in the European Union," Financial Theory and Practice, Institute of Public Finance, vol. 40(4), pages 383-412.
    8. Mitze, Timo & Reinkowski, Janina, 2010. "Testing the Validity of the Neoclassical Migration Model: Overall and Age-Group Specific Estimation Results for German Spatial Planning Regions," MPRA Paper 23616, University Library of Munich, Germany.
    9. Charles Mawusi, 2021. "Economic Uncertainty and Remittances to Developing Economies: A System GMM Approach," Working Papers hal-03147813, HAL.
    10. Arnaud Deseau & Adam Levai & Michèle Schmiegelow, 2019. "Access to Justice and Economic Development: Evidence from an International Panel Dataset," LIDAM Discussion Papers IRES 2019009, Université catholique de Louvain, Institut de Recherches Economiques et Sociales (IRES).
    11. Rezwanul Hasan Rana & Khorshed Alam & Jeff Gow, 2020. "The Impact of Immigration on Public and Out-of-Pocket Health Expenditure in OECD Countries," Journal of International Migration and Integration, Springer, vol. 21(2), pages 485-508, June.
    12. Timo MITZE & Björn ALECKE & Gerhard UNTIEDT, 2008. "Determinants of Interregional Migration Among German States and its Implications for Reducing East-West Disparities: Results from a Panel VAR Using Efficient GMM Estimation," EcoMod2008 23800089, EcoMod.
    13. Dolton, Peter & Bondibene, Chiara Rosazza & Stops, Michael, 2015. "Identifying the employment effect of invoking and changing the minimum wage: A spatial analysis of the UK," Labour Economics, Elsevier, vol. 37(C), pages 54-76.
    14. Vlaicu, Razvan & Verhoeven, Marijn & Grigoli, Francesco & Mills, Zachary, 2014. "Multiyear budgets and fiscal performance: Panel data evidence," Journal of Public Economics, Elsevier, vol. 111(C), pages 79-95.
    15. Bakhat, Mohcine & Labandeira, Xavier & Labeaga, José M. & López-Otero, Xiral, 2017. "Elasticities of transport fuels at times of economic crisis: An empirical analysis for Spain," Energy Economics, Elsevier, vol. 68(S1), pages 66-80.
    16. Braunfels, Elias, 2014. "How do Political and Economic Institutions Affect Each Other?," Discussion Paper Series in Economics 19/2014, Norwegian School of Economics, Department of Economics.
    17. Charles Mawusi & Mohamed Abdallah & Mazhar Mughal, 2022. "Does Economic Uncertainty Foster Migrant Remittances? A Macro-Perspective from 53 Developing Countries," Working Papers hal-03725386, HAL.
    18. Zheng, Xinye & Li, Fanghua & Song, Shunfeng & Yu, Yihua, 2013. "Central government's infrastructure investment across Chinese regions: A dynamic spatial panel data approach," China Economic Review, Elsevier, vol. 27(C), pages 264-276.
    19. Martin Andersson & Hans Lööf, 2009. "Learning‐by‐Exporting Revisited: The Role of Intensity and Persistence," Scandinavian Journal of Economics, Wiley Blackwell, vol. 111(4), pages 893-916, December.
    20. Abdelraouf, Nadine & Noureldin, Diaa, 2022. "The impact of the exchange rate regime on the dispersion of the price-change distribution: Evidence from a large panel of countries," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 76(C).

    More about this item

    Keywords

    migration; regional disparities; regional labor market; Germany;
    All these keywords.

    JEL classification:

    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • C61 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Optimization Techniques; Programming Models; Dynamic Analysis
    • E24 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Employment; Unemployment; Wages; Intergenerational Income Distribution; Aggregate Human Capital; Aggregate Labor Productivity
    • R23 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Regional Migration; Regional Labor Markets; Population

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:jns:jbstat:v:236:y:2016:i:1:p:3-35. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Peter Golla (email available below). General contact details of provider: https://www.degruyter.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.