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Immigration Policy and Macroeconomic Performance in France

Author

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  • Ekrame Boubtane

    (CERDI - Centre d'Études et de Recherches sur le Développement International - UdA - Université d'Auvergne - Clermont-Ferrand I - CNRS - Centre National de la Recherche Scientifique, CES - Centre d'économie de la Sorbonne - UP1 - Université Paris 1 Panthéon-Sorbonne - CNRS - Centre National de la Recherche Scientifique)

  • Dramane Coulibaly

    (EconomiX - EconomiX - UPN - Université Paris Nanterre - CNRS - Centre National de la Recherche Scientifique)

  • Hippolyte d'Albis

    (PSE - Paris School of Economics - UP1 - Université Paris 1 Panthéon-Sorbonne - ENS-PSL - École normale supérieure - Paris - PSL - Université Paris sciences et lettres - EHESS - École des hautes études en sciences sociales - ENPC - École des Ponts ParisTech - CNRS - Centre National de la Recherche Scientifique - INRAE - Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement, CES - Centre d'économie de la Sorbonne - UP1 - Université Paris 1 Panthéon-Sorbonne - CNRS - Centre National de la Recherche Scientifique)

Abstract

This paper quantitatively assesses the interaction between permanent immigration into France and France's macroeconomic performance as seen through its GDP per capita and its unemployment rate. It takes advantage of a new database where immigration is measured by the flow of newly-issued long-term residence permits, categorized by both the nationality of the immigrant and the reason the permit was issued. Using a VAR model estimation of monthly data over the period 1994-2008, we find that immigration flow significantly responds to France's macroeconomic performance: positively to the country's GDP per capita and negatively to its unemployment rate. At the same time, we find that immigration itself increases France's GDP per capita, particularly in the case of family immigration. This family immigration also reduces the country's unemployment rate, especially when the families come from developing countries.

Suggested Citation

  • Ekrame Boubtane & Dramane Coulibaly & Hippolyte d'Albis, 2016. "Immigration Policy and Macroeconomic Performance in France," PSE - Labex "OSE-Ouvrir la Science Economique" hal-01305146, HAL.
  • Handle: RePEc:hal:pseose:hal-01305146
    DOI: 10.15609/annaeconstat2009.121-122.279
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    1. repec:mpr:mprres:6671 is not listed on IDEAS
    2. Ekrame Boubtane & Dramane Coulibaly & Christophe Rault, 2013. "Immigration, Growth, and Unemployment: Panel VAR Evidence from OECD Countries," LABOUR, CEIS, vol. 27(4), pages 399-420, December.
    3. Ortega, Javier & Verdugo, Gregory, 2011. "Immigration and the Occupational Choice of Natives: A Factor Proportions Approach," IZA Discussion Papers 5451, Institute of Labor Economics (IZA).
    4. Dolado, Juan J & Goria, Alessandra & Ichino, Andrea, 1994. "Immigration, Human Capital and Growth in the Host Country: Evidence from Pooled Country Data," Journal of Population Economics, Springer;European Society for Population Economics, vol. 7(2), pages 193-215.
    5. Blanchard, Olivier Jean & Quah, Danny, 1989. "The Dynamic Effects of Aggregate Demand and Supply Disturbances," American Economic Review, American Economic Association, vol. 79(4), pages 655-673, September.
    6. Pope, David & Withers, Glenn, 1993. "Do Migrants Rob Jobs? Lessons of Australian History, 1861–1991," The Journal of Economic History, Cambridge University Press, vol. 53(4), pages 719-742, December.
    7. Brücker, Herbert & Bertoli, Simone & Fernández-Huertas Moraga, Jesús, 2013. "The European Crisis and Migration to Germany: Expectations and the Diversion of Migration Flows," VfS Annual Conference 2013 (Duesseldorf): Competition Policy and Regulation in a Global Economic Order 79693, Verein für Socialpolitik / German Economic Association.
    8. Francesc Ortega & Giovanni Peri, 2009. "The Causes and Effects of International Migrations: Evidence from OECD Countries 1980-2005," NBER Working Papers 14833, National Bureau of Economic Research, Inc.
    9. MacKinnon, James G & Haug, Alfred A & Michelis, Leo, 1999. "Numerical Distribution Functions of Likelihood Ratio Tests for Cointegration," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 14(5), pages 563-577, Sept.-Oct.
    10. Uhlig, Harald, 2005. "What are the effects of monetary policy on output? Results from an agnostic identification procedure," Journal of Monetary Economics, Elsevier, vol. 52(2), pages 381-419, March.
    11. Bertoli, Simone & Brücker, Herbert & Fernández-Huertas Moraga, Jesús, 2016. "The European crisis and migration to Germany," Regional Science and Urban Economics, Elsevier, vol. 60(C), pages 61-72.
    12. 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.
    13. Ager, Philipp & Brückner, Markus, 2013. "Cultural diversity and economic growth: Evidence from the US during the age of mass migration," European Economic Review, Elsevier, vol. 64(C), pages 76-97.
    14. Sari Pekkala Kerr & William R. Kerr, 2011. "Economic Impacts of Immigration: A Survey," Finnish Economic Papers, Finnish Economic Association, vol. 24(1), pages 1-32, Spring.
    15. Patricia Cortés & José Tessada, 2011. "Low-Skilled Immigration and the Labor Supply of Highly Skilled Women," American Economic Journal: Applied Economics, American Economic Association, vol. 3(3), pages 88-123, July.
    16. Alberto Alesina & Johann Harnoss & Hillel Rapoport, 2016. "Birthplace diversity and economic prosperity," Journal of Economic Growth, Springer, vol. 21(2), pages 101-138, June.
    17. Faust, Jon, 1998. "The robustness of identified VAR conclusions about money," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 49(1), pages 207-244, December.
    18. Michael Clemens, 2011. "Economics and Emigration: Trillion-Dollar Bills on the Sidewalk? - Working Paper 264," Working Papers 264, Center for Global Development.
    19. Farré Lidia & González Libertad & Ortega Francesc, 2011. "Immigration, Family Responsibilities and the Labor Supply of Skilled Native Women," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 11(1), pages 1-48, June.
    20. Glenn Withers & David Pope, 1985. "Immigration and Unemployment," The Economic Record, The Economic Society of Australia, vol. 61(2), pages 554-564, June.
    21. Núria Rodríguez-Planas & Raquel Vegas, 2011. "Moroccans' Assimilation In Spain: Family-Based Versus Labor-Based Migration," Middle East Development Journal (MEDJ), World Scientific Publishing Co. Pte. Ltd., vol. 3(02), pages 119-139.
    22. Helmut Lütkepohl, 2005. "New Introduction to Multiple Time Series Analysis," Springer Books, Springer, number 978-3-540-27752-1, November.
    23. Ekrame Boubtane & Jean-Christophe Dumont & Christophe Rault, 2016. "Immigration and economic growth in the OECD countries 1986–2006," Oxford Economic Papers, Oxford University Press, vol. 68(2), pages 340-360.
    24. David Card, 2005. "Is the New Immigration Really so Bad?," Economic Journal, Royal Economic Society, vol. 115(507), pages 300-323, November.
    25. Jennifer Hunt, 1992. "The Impact of the 1962 Repatriates from Algeria on the French Labor Market," ILR Review, Cornell University, ILR School, vol. 45(3), pages 556-572, April.
    26. O. Damette & V. Fromentin, 2013. "Migration and labour markets in OECD countries: a panel cointegration approach," Applied Economics, Taylor & Francis Journals, vol. 45(16), pages 2295-2304, June.
    27. Ortega, Javier & Verdugo, Gregory, 2014. "The impact of immigration on the French labor market: Why so different?," Labour Economics, Elsevier, vol. 29(C), pages 14-27.
    28. Constant, Amelie & Zimmermann, Klaus F., 2005. "Immigrant Performance and Selective Immigration Policy: A European Perspective," National Institute Economic Review, National Institute of Economic and Social Research, vol. 194, pages 94-105, October.
    29. Juan F. Rubio-Ramírez & Daniel F. Waggoner & Tao Zha, 2010. "Structural Vector Autoregressions: Theory of Identification and Algorithms for Inference," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 77(2), pages 665-696.
    30. Jordan Shan, 1999. "Immigration and Unemployment: New evidence from Australia and New Zealand," International Review of Applied Economics, Taylor & Francis Journals, vol. 13(2), pages 253-260.
    31. Ortega, Francesc & Peri, Giovanni, 2009. "The Causes and Effects of International Labor Mobility: Evidence from OECD Countries 1980-2005," MPRA Paper 19183, University Library of Munich, Germany.
    32. Pesaran, H. Hashem & Shin, Yongcheol, 1998. "Generalized impulse response analysis in linear multivariate models," Economics Letters, Elsevier, vol. 58(1), pages 17-29, January.
    33. repec:cai:popine:popu_p2001_56n3_0450 is not listed on IDEAS
    34. Ekrame Boubtane & Jean-Christophe Dumont & Christophe Rault, 2013. "Immigration and economic growth in the OECD countries 1986-2006," Post-Print halshs-00800617, HAL.
    35. George J. Borjas, 2021. "The Labor Demand Curve Is Downward Sloping: Reexamining The Impact Of Immigration On The Labor Market," World Scientific Book Chapters, in: Foundational Essays in Immigration Economics, chapter 9, pages 235-274, World Scientific Publishing Co. Pte. Ltd..
    36. Jennifer Hunt, 2017. "The Impact of Immigration on the Educational Attainment of Natives," Journal of Human Resources, University of Wisconsin Press, vol. 52(4), pages 1060-1118.
    37. Francesc Ortega & Giovanni Peri, 2016. "Openness and income: The roles of trade and migration," World Scientific Book Chapters, in: The Economics of International Migration, chapter 10, pages 309-329, World Scientific Publishing Co. Pte. Ltd..
    38. 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.
    39. Rachel M. Friedberg & Jennifer Hunt, 1995. "The Impact of Immigrants on Host Country Wages, Employment and Growth," Journal of Economic Perspectives, American Economic Association, vol. 9(2), pages 23-44, Spring.
    40. Dominique Gross, 2002. "Three million foreigners, three million unemployed? Immigration flows and the labour market in France," Applied Economics, Taylor & Francis Journals, vol. 34(16), pages 1969-1983.
    41. Francesc Ortega & Giovanni Peri, 2009. "The Causes and Effects of International Migrations: Evidence from OECD Countries 1980-2005," NBER Working Papers 14833, National Bureau of Economic Research, Inc.
    42. Kiguchi, Takehiro & Mountford, Andrew, 2013. "The macroeconomics of immigration," MPRA Paper 45517, University Library of Munich, Germany.
    43. Jean, Sébastien & Jiménez, Miguel, 2011. "The unemployment impact of immigration in OECD countries," European Journal of Political Economy, Elsevier, vol. 27(2), pages 241-256, June.
    44. Ekrame Boubtane & Jean-Christophe Dumont, 2013. "Immigration and economic growth in the OECD countries 1986-2006: A panel data analysis," Documents de travail du Centre d'Economie de la Sorbonne 13013, Université Panthéon-Sorbonne (Paris 1), Centre d'Economie de la Sorbonne.
    45. Xavier Chojnicki, 2004. "The economie impact of immigration for the host countries," Brussels Economic Review, ULB -- Universite Libre de Bruxelles, vol. 47(1), pages 9-28.
    46. Morley, Bruce, 2006. "Causality between economic growth and immigration: An ARDL bounds testing approach," Economics Letters, Elsevier, vol. 90(1), pages 72-76, January.
    47. Delia Furtado & Heinrich Hock, 2010. "Low Skilled Immigration and Work-Fertility Tradeoffs among High Skilled US Natives," American Economic Review, American Economic Association, vol. 100(2), pages 224-228, May.
    48. 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.
    49. Withers, Glenn & Pope, David, 1985. "Immigration and Unemployment," The Economic Record, The Economic Society of Australia, vol. 61(173), pages 554-563, June.
    50. MacKinnon, James G, 1996. "Numerical Distribution Functions for Unit Root and Cointegration Tests," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(6), pages 601-618, Nov.-Dec..
    51. Jon Faust, 1998. "The robustness of identified VAR conclusions about money," International Finance Discussion Papers 610, Board of Governors of the Federal Reserve System (U.S.).
    52. Canova, Fabio & Nicolo, Gianni De, 2002. "Monetary disturbances matter for business fluctuations in the G-7," Journal of Monetary Economics, Elsevier, vol. 49(6), pages 1131-1159, September.
    53. Mariya Aleksynska & Ahmed Tritah, 2010. "Immigration et productivité dans les pays de l'ocde," Revue économique, Presses de Sciences-Po, vol. 61(3), pages 521-531.
    54. Christian Dustmann & Francesca Fabbri & Ian Preston, 2005. "The Impact of Immigration on the British Labour Market," Economic Journal, Royal Economic Society, vol. 115(507), pages 324-341, November.
    55. Asadul Islam, 2007. "Immigration Unemployment Relationship: The Evidence From Canada," Australian Economic Papers, Wiley Blackwell, vol. 46(1), pages 52-66, March.
    56. D. M. Gross, 2004. "Impact of immigrant workers on a regional labour market," Applied Economics Letters, Taylor & Francis Journals, vol. 11(7), pages 405-408.
    57. Sims, Christopher A & Stock, James H & Watson, Mark W, 1990. "Inference in Linear Time Series Models with Some Unit Roots," Econometrica, Econometric Society, vol. 58(1), pages 113-144, January.
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    2. Hippolyte d’Albis & Ekrame Boubtane, 2015. "Caractérisation des flux migratoires en France à partir des statistiques de délivrance de titres de séjour (1998-2013)," Population (french edition), Institut National d'Études Démographiques (INED), vol. 70(3), pages 487-523.
    3. Hippolyte d’Albis & Ekrame Boubtane & Dramane Coulibaly, 2019. "International Migration and Regional Housing Markets: Evidence from France," International Regional Science Review, , vol. 42(2), pages 147-180, March.
    4. Maffei-Faccioli, Nicolò & Vella, Eugenia, 2021. "Does immigration grow the pie? Asymmetric evidence from Germany," European Economic Review, Elsevier, vol. 138(C).
    5. d’Albis, Hippolyte & Boubtane, Ekrame & Coulibaly, Dramane, 2021. "Demographic changes and the labor income share," European Economic Review, Elsevier, vol. 131(C).
    6. Hippolyte d'Ablis & Ekrame Boubtane & Dramane Coulibaly, 2017. "International Migration and Regional Housing Markets: Evidence from France," Working Papers hal-04141641, HAL.
    7. Francesco Furlanetto & Orjan Robstad, 2019. "Immigration and the macroeconomy: some new empirical evidence," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 34, pages 1-19, October.
    8. Hippolyte d’Albis & Ekrame Boubtane & Dramane Coulibaly, 2019. "International Migration and Regional Housing Markets: Evidence from France," International Regional Science Review, , vol. 42(2), pages 147-180, March.
    9. d’Albis, Hippolyte & Boubtane, Ekrame & Coulibaly, Dramane, 2019. "Immigration and public finances in OECD countries," Journal of Economic Dynamics and Control, Elsevier, vol. 99(C), pages 116-151.
    10. Hippolyte d'Albis & Ekrame Boubtane & Dramane Coulibaly, 2018. "Immigration and Government Spending in OECD Countries," PSE Working Papers hal-01852411, HAL.
    11. Chassamboulli, Andri & Fontaine, Idriss & Gálvez-Iniesta, Ismael & Gomes, Pedro, 2024. "Immigration and labour market flows," Labour Economics, Elsevier, vol. 86(C).
    12. Yoon, Heeyeun, 2018. "Interrelationships between retail clusters in different hierarchies, land value and property development: A panel VAR approach," Land Use Policy, Elsevier, vol. 78(C), pages 245-257.
    13. Marcus H. Böhme & Sarah Kups, 2017. "The economic effects of labour immigration in developing countries: A literature review," OECD Development Centre Working Papers 335, OECD Publishing.
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    15. Francesco Furlanetto & Orjan Robstad, 2019. "Immigration and the macroeconomy: some new empirical evidence," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 34, pages 1-19, October.
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    More about this item

    Keywords

    VAR Models; Unemployment; macroeconomics; immigration; Female and Family Migration; Growth;
    All these keywords.

    JEL classification:

    • F22 - International Economics - - International Factor Movements and International Business - - - International Migration

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