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The effect of labor‐market differentials on interregional migration in Spain: A meta‐regression analysis

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  • Maximiliano Alvarez
  • Vicente Royuela

Abstract

This paper performs a meta‐regression analysis to derive the role of techniques, data and variable's definition on the effect of the labor‐market determinants on interregional migration. We use Spain as a case of study, a country with heterogeneous and even counterintuitive behavior of internal migration flows to its labor‐market drivers. We use data from studies released over the last 40 years. The results show that migration flows respond to labor‐market differentials in a theoretically consistent way. We find that the vast diversity in the studies’ attributes is behind the significant heterogeneity of their estimated effects. Differences in aggregation level, variables measures, model specification, and the national economic context influence the identification of the push and pull effects.

Suggested Citation

  • Maximiliano Alvarez & Vicente Royuela, 2022. "The effect of labor‐market differentials on interregional migration in Spain: A meta‐regression analysis," Journal of Regional Science, Wiley Blackwell, vol. 62(4), pages 913-937, September.
  • Handle: RePEc:bla:jregsc:v:62:y:2022:i:4:p:913-937
    DOI: 10.1111/jors.12579
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    as
    1. Bentolila, Samuel, 1997. "Sticky labor in Spanish regions," European Economic Review, Elsevier, vol. 41(3-5), pages 591-598, April.
    2. Jesse M. Shapiro, 2006. "Smart Cities: Quality of Life, Productivity, and the Growth Effects of Human Capital," The Review of Economics and Statistics, MIT Press, vol. 88(2), pages 324-335, May.
    3. Matthieu Crozet, 2004. "Do migrants follow market potentials? An estimation of a new economic geography model," Journal of Economic Geography, Oxford University Press, vol. 4(4), pages 439-458, August.
    4. M. Hashem Pesaran, 2006. "Estimation and Inference in Large Heterogeneous Panels with a Multifactor Error Structure," Econometrica, Econometric Society, vol. 74(4), pages 967-1012, July.
    5. Bertoli, Simone & Fernández-Huertas Moraga, Jesús, 2013. "Multilateral resistance to migration," Journal of Development Economics, Elsevier, vol. 102(C), pages 79-100.
    6. Berry, Christopher R. & Glaeser, Edward L., 2005. "Divergence of Human Capital Levels across Cities," Working Paper Series rwp05-057, Harvard University, John F. Kennedy School of Government.
    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. Michel Beine & Simone Bertoli & Jesús Fernández-Huertas Moraga, 2016. "A Practitioners’ Guide to Gravity Models of International Migration," The World Economy, Wiley Blackwell, vol. 39(4), pages 496-512, April.
    9. Mulhern, Alan & Watson, John, 2009. "Spanish internal migration: is there anything new to say?," Economics Discussion Papers 2009-1, School of Economics, Kingston University London.
    10. Alessandra Faggian & Philip McCann & Stephen Sheppard, 2007. "Some Evidence That Women Are More Mobile Than Men: Gender Differences In U.K. Graduate Migration Behavior," Journal of Regional Science, Wiley Blackwell, vol. 47(3), pages 517-539, August.
    11. Todaro, Michael P, 1969. "A Model for Labor Migration and Urban Unemployment in Less Developed Countries," American Economic Review, American Economic Association, vol. 59(1), pages 138-148, March.
    12. Peter Nijkamp & Masood Gheasi & Piet Rietveld, 2011. "Migrants and International Economic Linkages: A Meta-Overview," Spatial Economic Analysis, Taylor & Francis Journals, vol. 6(4), pages 359-376, July.
    13. Thomas Niedomysl, 2011. "How Migration Motives Change over Migration Distance: Evidence on Variation across Socio-economic and Demographic Groups," Regional Studies, Taylor & Francis Journals, vol. 45(6), pages 843-855.
    14. Larry A. Sjaastad, 1970. "The Costs and Returns of Human Migration," Palgrave Macmillan Books, in: Harry W. Richardson (ed.), Regional Economics, chapter 9, pages 115-133, Palgrave Macmillan.
    15. Krugman, Paul, 1991. "Increasing Returns and Economic Geography," Journal of Political Economy, University of Chicago Press, vol. 99(3), pages 483-499, June.
    16. Jesús Clemente & Gemma Larramona & Lorena Olmos, 2016. "Interregional Migration and Thresholds: Evidence from Spain," Spatial Economic Analysis, Taylor & Francis Journals, vol. 11(3), pages 276-293, July.
    17. Adolfo Maza, 2020. "Internal Migration in Spain: A Complementary Approach," Economies, MDPI, vol. 8(3), pages 1-19, July.
    18. Michel Beine & Simone Bertoli & Jesús Fernández-Huertas Moraga, 2016. "A Practitioners’ Guide to Gravity Models of International Migration," The World Economy, Wiley Blackwell, vol. 39(4), pages 496-512, April.
    19. Chudik, Alexander & Pesaran, M. Hashem, 2015. "Common correlated effects estimation of heterogeneous dynamic panel data models with weakly exogenous regressors," Journal of Econometrics, Elsevier, vol. 188(2), pages 393-420.
    20. Simone Bertoli & J. Fernandes-Huertas Moraga, 2013. "Multilateral resistance to migration," Post-Print halshs-00820169, HAL.
    21. Carlo Devillanova & Walter García-Fontes, 2004. "Migration across Spanish provinces: evidence from the social security records (1978-1992)," Investigaciones Economicas, Fundación SEPI, vol. 28(3), pages 461-487, September.
    22. Romano Piras, 2017. "A long-run analysis of push and pull factors of internal migration in Italy. Estimation of a gravity model with human capital using homogeneous and heterogeneous approaches," Papers in Regional Science, Wiley Blackwell, vol. 96(3), pages 571-602, August.
    23. Larkin, Matthew P. & Askarov, Zohid & Doucouliagos, Hristos & Dubelaar, Chris & Klona, Maria & Newton, Joshua & Stanley, T.D. & Vocino, Andrea, 2019. "Do house prices ride the wave of immigration?," Journal of Housing Economics, Elsevier, vol. 46(C).
    24. 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.
    25. Lucy Qian Liu, 2018. "Regional Labor Mobility in Spain," IMF Working Papers 2018/282, International Monetary Fund.
    26. Adolfo Maza, 2006. "Migrations and Regional Convergence: The Case of Spain," Review of Regional Research: Jahrbuch für Regionalwissenschaft, Springer;Gesellschaft für Regionalforschung (GfR), vol. 26(2), pages 191-202, October.
    27. Celia Melguizo & Vicente Royuela, 2020. "What drives migration moves to urban areas in Spain? Evidence from the Great Recession," Regional Studies, Taylor & Francis Journals, vol. 54(12), pages 1680-1693, December.
    28. T. D. Stanley & Hristos Doucouliagos & Piers Steel, 2018. "Does Ict Generate Economic Growth? A Meta†Regression Analysis," Journal of Economic Surveys, Wiley Blackwell, vol. 32(3), pages 705-726, July.
    29. Aude Bernard & Martin Bell, 2018. "Educational selectivity of internal migrants: A global assessment," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 39(29), pages 835-854.
    30. Graves, Philip E., 1980. "Migration and climate," MPRA Paper 19916, University Library of Munich, Germany.
    31. Christopher R. Berry & Edward L. Glaeser, 2005. "The divergence of human capital levels across cities," Papers in Regional Science, Wiley Blackwell, vol. 84(3), pages 407-444, August.
    32. 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.
    33. Antolin, Pablo & Bover, Olympia, 1997. "Regional Migration in Spain: The Effect of Personal Characteristics and of Unemployment, Wage and House Price Differentials Using Pooled Cross-Sections," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 59(2), pages 215-235, May.
    34. Ambra Poggi, 2019. "Regional labour markets in Spain: Can flexibility and local democracy reduce inefficiencies?," Papers in Regional Science, Wiley Blackwell, vol. 98(3), pages 1499-1516, June.
    35. Juan Pablo Juarez, 2000. "Analysis of Interregional Labor Migration in Spain Using Gross Flows," Journal of Regional Science, Wiley Blackwell, vol. 40(2), pages 377-399, May.
    36. Christopher R. Berry & Edward L. Glaeser, 2005. "The Divergence of Human Capital Levels across Cities," Harvard Institute of Economic Research Working Papers 2091, Harvard - Institute of Economic Research.
    37. Granger, C. W. J. & Newbold, P., 1974. "Spurious regressions in econometrics," Journal of Econometrics, Elsevier, vol. 2(2), pages 111-120, July.
    38. David G. Blanchflower & Andrew J. Oswald, 1995. "An Introduction to the Wage Curve," Journal of Economic Perspectives, American Economic Association, vol. 9(3), pages 153-167, Summer.
    39. Bianca Biagi & Alessandra Faggian & Philip McCann, 2011. "Long and Short Distance Migration in Italy: The Role of Economic, Social and Environmental Characteristics," Spatial Economic Analysis, Taylor & Francis Journals, vol. 6(1), pages 111-131.
    40. repec:rre:publsh:v:34:y:2004:i:2:p:156-71 is not listed on IDEAS
    41. María Gutiérrez-Portilla & Adolfo Maza & María Hierro, 2018. "Foreigners versus natives in Spain: different migration patterns? Any changes in the aftermath of the crisis?," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 61(1), pages 139-159, July.
    42. Korpi, Martin & Clark, William A.V., 2015. "Internal migration and human capital theory: To what extent is it selective?," Economics Letters, Elsevier, vol. 136(C), pages 31-34.
    43. Alan Mulhern & John Watson, 2009. "Spanish Internal Migration: Is there Anything New to Say?," Spatial Economic Analysis, Taylor & Francis Journals, vol. 4(1), pages 103-120.
    44. Stephen T. Marston, 1985. "Two Views of the Geographic Distribution of Unemployment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 100(1), pages 57-79.
    45. Graves, Philip E., 1983. "Migration with a composite amenity: the role of rents," MPRA Paper 19917, University Library of Munich, Germany.
    46. Christopher R. Berry & Edward L. Glaeser, 2005. "The Divergence of Human Capital Levels Across Cities," NBER Working Papers 11617, National Bureau of Economic Research, Inc.
    47. Graves, Philip E., 1976. "A reexamination of migration, economic opportunity, and the quality of life," MPRA Paper 19918, University Library of Munich, Germany.
    48. Knapp, Thomas A. & Graves, Philip E., 1989. "On the role of amenities in models of migration and regional development," MPRA Paper 19914, University Library of Munich, Germany.
    49. repec:rre:publsh:v:38:y:2008:i:1:p:105-11 is not listed on IDEAS
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