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The European Crisis and Migration to Germany: Expectations and the Diversion of Migration Flows

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  • Simone BERTOLI

    (Centre d'Etudes et de Recherches sur le Développement International(CERDI))

  • Herbert BRÜCKER
  • Jesús FERNÁNDEZ-HUERTAS MORAGA

Abstract

The European crisis has diverted migration flows away from countries affected by the recession towards Germany. The diversion process creates a challenge for traditional discrete-choice models that assume that only bilateral factors account for dyadic migration rates. This paper shows how taking into account the sequential nature of migration decisions leads to write the bilateral migration rate as a function of expectations about the evolution of economic conditions in alternative destinations. Empirically, we incorporate 10-year bond yields as an explanatory variable capturing forward-looking expectations and apply our model to an empirical analysis of migration from the countries of the European Economic Association to Germany in the period 2006-2012. We show that disregarding alternative destinations leads to substantial biases in the estimation of the determinants of migration rates.

Suggested Citation

  • Simone BERTOLI & Herbert BRÜCKER & Jesús FERNÁNDEZ-HUERTAS MORAGA, 2013. "The European Crisis and Migration to Germany: Expectations and the Diversion of Migration Flows," Working Papers 201321, CERDI.
  • Handle: RePEc:cdi:wpaper:1467
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    1. Markus Eberhardt & Christian Helmers & Hubert Strauss, 2013. "Do Spillovers Matter When Estimating Private Returns to R&D?," The Review of Economics and Statistics, MIT Press, vol. 95(2), pages 436-448, May.
    2. Lewer, Joshua J. & Van den Berg, Hendrik, 2008. "A gravity model of immigration," Economics Letters, Elsevier, vol. 99(1), pages 164-167, April.
    3. Antonio Spilimbergo & Gordon H. Hanson, 1999. "Illegal Immigration, Border Enforcement, and Relative Wages: Evidence from Apprehensions at the U.S.-Mexico Border," American Economic Review, American Economic Association, vol. 89(5), pages 1337-1357, December.
    4. Michel Beine & Pauline Bourgeon & Jean‐Charles Bricongne, 2019. "Aggregate Fluctuations and International Migration," Scandinavian Journal of Economics, Wiley Blackwell, vol. 121(1), pages 117-152, January.
    5. Burda, Michael C, 1995. "Migration and the Option Value of Waiting," CEPR Discussion Papers 1229, C.E.P.R. Discussion Papers.
    6. Schmidheiny, Kurt & Brülhart, Marius, 2011. "On the equivalence of location choice models: Conditional logit, nested logit and Poisson," Journal of Urban Economics, Elsevier, vol. 69(2), pages 214-222, March.
    7. Dustmann, Christian & Kirchkamp, Oliver, 2002. "The optimal migration duration and activity choice after re-migration," Journal of Development Economics, Elsevier, vol. 67(2), pages 351-372, April.
    8. 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.
    9. von Hagen, Jürgen & Schuknecht, Ludger & Wolswijk, Guido, 2011. "Government bond risk premiums in the EU revisited: The impact of the financial crisis," European Journal of Political Economy, Elsevier, vol. 27(1), pages 36-43, March.
    10. Small, Kenneth A & Rosen, Harvey S, 1981. "Applied Welfare Economics with Discrete Choice Models," Econometrica, Econometric Society, vol. 49(1), pages 105-130, January.
    11. Olivier J. Blanchard & Daniel Leigh, 2013. "Growth Forecast Errors and Fiscal Multipliers," American Economic Review, American Economic Association, vol. 103(3), pages 117-120, May.
    12. V. Joseph Hotz & Robert A. Miller, 1993. "Conditional Choice Probabilities and the Estimation of Dynamic Models," Review of Economic Studies, Oxford University Press, vol. 60(3), pages 497-529.
    13. Dustmann, Christian, 2003. "Return migration, wage differentials, and the optimal migration duration," European Economic Review, Elsevier, vol. 47(2), pages 353-369, April.
    14. Farré, Lídia & Fasani, Francesco, 2013. "Media exposure and internal migration — Evidence from Indonesia," Journal of Development Economics, Elsevier, vol. 102(C), pages 48-61.
    15. de Palma, Andre & Kilani, Karim, 2007. "Invariance of conditional maximum utility," Journal of Economic Theory, Elsevier, vol. 132(1), pages 137-146, January.
    16. Bernoth, Kerstin & Erdogan, Burcu, 2012. "Sovereign bond yield spreads: A time-varying coefficient approach," Journal of International Money and Finance, Elsevier, vol. 31(3), pages 639-656.
    17. Simone Bertoli & Jesus Fernandez-Huertas Moraga & Francesc Ortega, 2011. "Immigration Policies and the Ecuadorian Exodus," The World Bank Economic Review, World Bank Group, vol. 25(1), pages 57-76, March.
    18. Pesaran, M. Hashem & Tosetti, Elisa, 2011. "Large panels with common factors and spatial correlation," Journal of Econometrics, Elsevier, vol. 161(2), pages 182-202, April.
    19. Simone Bertoli & Jesus Fernández-Huertas Moraga, 2012. "Visa Policies, Networks and the Cliff at the Border," Working Papers 2012-12, FEDEA.
    20. David McKenzie & Caroline Theoharides & Dean Yang, 2014. "Distortions in the International Migrant Labor Market: Evidence from Filipino Migration and Wage Responses to Destination Country Economic Shocks," American Economic Journal: Applied Economics, American Economic Association, vol. 6(2), pages 49-75, April.
    21. John C. Driscoll & Aart C. Kraay, 1998. "Consistent Covariance Matrix Estimation With Spatially Dependent Panel Data," The Review of Economics and Statistics, MIT Press, vol. 80(4), pages 549-560, November.
    22. Michael Fertig, 2001. "The economic impact of EU-enlargement: assessing the migration potential," Empirical Economics, Springer, vol. 26(4), pages 707-720.
    23. Herbert Brücker & Philipp J. H. Schröder, 2012. "International Migration With Heterogeneous Agents: Theory and Evidence for Germany, 1967–2009," The World Economy, Wiley Blackwell, vol. 35(2), pages 152-182, February.
    24. Caggiano, Giovanni & Greco, Luciano, 2012. "Fiscal and financial determinants of Eurozone sovereign spreads," Economics Letters, Elsevier, vol. 117(3), pages 774-776.
    25. Pedersen, Peder J. & Pytlikova, Mariola & Smith, Nina, 2008. "Selection and network effects--Migration flows into OECD countries 1990-2000," European Economic Review, Elsevier, vol. 52(7), pages 1160-1186, October.
    26. Michèle Belot & Sjef Ederveen, 2012. "Cultural barriers in migration between OECD countries," Journal of Population Economics, Springer;European Society for Population Economics, vol. 25(3), pages 1077-1105, July.
    27. Pessino, Carola, 1991. "Sequential migration theory and evidence from Peru," Journal of Development Economics, Elsevier, vol. 36(1), pages 55-87, July.
    28. Peter Arcidiacono & Robert A. Miller, 2011. "Conditional Choice Probability Estimation of Dynamic Discrete Choice Models With Unobserved Heterogeneity," Econometrica, Econometric Society, vol. 79(6), pages 1823-1867, November.
    29. World Bank, 2012. "World Development Indicators 2012," World Bank Publications - Books, The World Bank Group, number 6014, December.
    30. Ralph Rotte & Michael Vogler, 2000. "The effects of development on migration: Theoretical issues and new empirical evidence," Journal of Population Economics, Springer;European Society for Population Economics, vol. 13(3), pages 485-508.
    31. Anna Mayda, 2010. "International migration: a panel data analysis of the determinants of bilateral flows," Journal of Population Economics, Springer;European Society for Population Economics, vol. 23(4), pages 1249-1274, September.
    32. Hanson, Gordon H., 2010. "International Migration and the Developing World," Handbook of Development Economics, in: Dani Rodrik & Mark Rosenzweig (ed.), Handbook of Development Economics, edition 1, volume 5, chapter 0, pages 4363-4414, Elsevier.
    33. Artuc, Erhan, 2013. "PPML estimation of dynamic discrete choice models with aggregate shocks," Policy Research Working Paper Series 6480, The World Bank.
    34. Train,Kenneth E., 2009. "Discrete Choice Methods with Simulation," Cambridge Books, Cambridge University Press, number 9780521747387, October.
    35. Grogger, Jeffrey & Hanson, Gordon H., 2011. "Income maximization and the selection and sorting of international migrants," Journal of Development Economics, Elsevier, vol. 95(1), pages 42-57, May.
    36. Christopher F Baum, 2006. "An Introduction to Modern Econometrics using Stata," Stata Press books, StataCorp LP, number imeus, March.
    37. 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.
    38. Herbert Brücker & Boriss Siliverstovs, 2006. "On the estimation and forecasting of international migration: how relevant is heterogeneity across countries?," Empirical Economics, Springer, vol. 31(3), pages 735-754, September.
    39. Djajic, Slobodan & Milbourne, Ross, 1988. "A general equilibrium model of guest-worker migration : The source-country perspective," Journal of International Economics, Elsevier, vol. 25(3-4), pages 335-351, November.
    40. Gordon H. Hanson & Craig McIntosh, 2012. "Birth Rates and Border Crossings: Latin American Migration to the US, Canada, Spain and the UK," Economic Journal, Royal Economic Society, vol. 122(561), pages 707-726, June.
    41. Hans-Werner Sinn & Gebhard Flaig & Martin Werding & Sonja Munz & Nicola Düll & Herbert Hofmann, 2001. "EU enlargement and labour-force migration: Proposals for a gradual convergence of labour markets," ifo Beiträge zur Wirtschaftsforschung, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, number 2, April.
    42. Cardell, N. Scott, 1997. "Variance Components Structures for the Extreme-Value and Logistic Distributions with Application to Models of Heterogeneity," Econometric Theory, Cambridge University Press, vol. 13(2), pages 185-213, April.
    43. Pia Orrenius & Madeline Zavodny, 2003. "Do amnesty programs reduce undocumented immigration? Evidence from Irca," Demography, Springer;Population Association of America (PAA), vol. 40(3), pages 437-450, August.
    44. Tito Boeri & Herbert Brücker, 2001. "Eastern Enlargement and EU Labour Markets," World Economics, World Economics, 1 Ivory Square, Plantation Wharf, London, United Kingdom, SW11 3UE, vol. 2(1), pages 49-68, January.
    45. James E. Anderson, 2011. "The Gravity Model," Annual Review of Economics, Annual Reviews, vol. 3(1), pages 133-160, September.
    46. Miguel A. Segoviano & Carlos Caceres & Vincenzo Guzzo, 2010. "Sovereign Spreads: Global Risk Aversion, Contagion or Fundamentals?," IMF Working Papers 2010/120, International Monetary Fund.
    47. Elsner, Benjamin & Zimmermann, Klaus F., 2013. "10 Years After: EU Enlargement, Closed Borders, and Migration to Germany," IZA Discussion Papers 7130, Institute of Labor Economics (IZA).
    48. Papola, Andrea, 2004. "Some developments on the cross-nested logit model," Transportation Research Part B: Methodological, Elsevier, vol. 38(9), pages 833-851, November.
    49. Erhan Artuç & Shubham Chaudhuri & John McLaren, 2010. "Trade Shocks and Labor Adjustment: A Structural Empirical Approach," American Economic Review, American Economic Association, vol. 100(3), pages 1008-1045, June.
    50. Wen, Chieh-Hua & Koppelman, Frank S., 2001. "The generalized nested logit model," Transportation Research Part B: Methodological, Elsevier, vol. 35(7), pages 627-641, August.
    51. Jushan Bai, 2009. "Panel Data Models With Interactive Fixed Effects," Econometrica, Econometric Society, vol. 77(4), pages 1229-1279, July.
    52. Michael A. Clemens, 2011. "Economics and Emigration: Trillion-Dollar Bills on the Sidewalk?," Journal of Economic Perspectives, American Economic Association, vol. 25(3), pages 83-106, Summer.
    53. Salvador Barrios & Per Iversen & Magdalena Lewandowska & Ralph Setzer, 2009. "Determinants of intra-euro area government bond spreads during the financial crisis," European Economy - Economic Papers 2008 - 2015 388, Directorate General Economic and Financial Affairs (DG ECFIN), European Commission.
    54. repec:hal:journl:peer-00796743 is not listed on IDEAS
    55. World Bank, 2013. "World Development Indicators 2013," World Bank Publications - Books, The World Bank Group, number 13191, December.
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    More about this item

    JEL classification:

    • J61 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Geographic Labor Mobility; Immigrant Workers
    • O15 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Economic Development: Human Resources; Human Development; Income Distribution; Migration
    • F22 - International Economics - - International Factor Movements and International Business - - - International Migration

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