IDEAS home Printed from https://ideas.repec.org/p/csl/devewp/462.html
   My bibliography  Save this paper

Lift the Ban? Initial Employment Restrictions and Refugee Labour Market Outcomes

Author

Listed:
  • Francesco Fasani

    (Queen Mary University London)

  • Tommaso Frattini

    (University of Milan)

  • Luigi Minale

    (Universidad Carlos III de Madrid)

Abstract

This article investigates the medium to long-term effects on refugee labour market outcomes of the temporary employment bans being imposed in many countries on recently arrived asylum seekers. Using a newly collected dataset covering almost 30 years of employment restrictions together with individual data for refugees entering European countries between 1985 and 2012, our empirical strategy exploits the geographical and temporal variation in employment bans generated by staggered introduction and removal coupled with frequent changes at the intensive margin. We find that exposure to a ban at arrival reduces refugee employment probability in postban years by 15%, an impact driven primarily by lower labour market participation. These effects are not mechanical, since we exclude refugees who may still be subject to employment restrictions, are non-linear in ban length, confirming that the very first months following arrival play a key role in shaping integration prospects, and last up to 10 years post arrival. We further demonstrate that the detrimental effects of employment bans are concentrated among less educated refugees, translate into lower occupational quality, and seem not to be driven by selective migration. Our causal estimates are robust to several identification tests accounting for the potential endogeneity of employment ban policies, including placebo analysis of non-refugee migrants and an instrumental variable strategy. To illustrate the costs of these employment restrictions, we estimate a EUR 37.6 billion output loss from the bans imposed on asylum seekers who arrived in Europe during the so-called 2015 refugee crisis.

Suggested Citation

  • Francesco Fasani & Tommaso Frattini & Luigi Minale, 2020. "Lift the Ban? Initial Employment Restrictions and Refugee Labour Market Outcomes," Development Working Papers 462, Centro Studi Luca d'Agliano, University of Milano.
  • Handle: RePEc:csl:devewp:462
    as

    Download full text from publisher

    File URL: https://dagliano.unimi.it/wp-content/uploads/2020/04/WP462.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Neeraj Kaushal, 2006. "Amnesty Programs and the Labor Market Outcomes of Undocumented Workers," Journal of Human Resources, University of Wisconsin Press, vol. 41(3).
    2. LoPalo, Melissa, 2019. "The effects of cash assistance on refugee outcomes," Journal of Public Economics, Elsevier, vol. 170(C), pages 27-52.
    3. A. Colin Cameron & Jonah B. Gelbach & Douglas L. Miller, 2008. "Bootstrap-Based Improvements for Inference with Clustered Errors," The Review of Economics and Statistics, MIT Press, vol. 90(3), pages 414-427, August.
    4. Mette Foged & Giovanni Peri, 2016. "Immigrants' Effect on Native Workers: New Analysis on Longitudinal Data," American Economic Journal: Applied Economics, American Economic Association, vol. 8(2), pages 1-34, April.
    5. Betsey Stevenson, 2010. "Beyond the Classroom: Using Title IX to Measure the Return to High School Sports," The Review of Economics and Statistics, MIT Press, vol. 92(2), pages 284-301, May.
    6. Kahn, Lisa B., 2010. "The long-term labor market consequences of graduating from college in a bad economy," Labour Economics, Elsevier, vol. 17(2), pages 303-316, April.
    7. Francesco Fasani & Tommaso Frattini & Luigi Minale, 2022. "(The Struggle for) Refugee integration into the labour market: evidence from Europe [Cashier or consultant? Entry labor market conditions, field of study, and career success]," Journal of Economic Geography, Oxford University Press, vol. 22(2), pages 351-393.
    8. Lídia Farré & Francesco Fasani & Hannes Mueller, 2018. "Feeling useless: the effect of unemployment on mental health in the Great Recession," IZA Journal of Labor Economics, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 7(1), pages 1-34, December.
    9. Dagnelie, Olivier & Mayda, Anna Maria & Maystadt, Jean-François, 2019. "The labor market integration of refugees in the United States: Do entrepreneurs in the network help?," European Economic Review, Elsevier, vol. 111(C), pages 257-272.
    10. Michael A. Clemens & Jennifer Hunt, 2019. "The Labor Market Effects of Refugee Waves: Reconciling Conflicting Results," ILR Review, Cornell University, ILR School, vol. 72(4), pages 818-857, August.
    11. Schaller, Jessamyn & Stevens, Ann Huff, 2015. "Short-run effects of job loss on health conditions, health insurance, and health care utilization," Journal of Health Economics, Elsevier, vol. 43(C), pages 190-203.
    12. Joseph G. Altonji & Lisa B. Kahn & Jamin D. Speer, 2016. "Cashier or Consultant? Entry Labor Market Conditions, Field of Study, and Career Success," Journal of Labor Economics, University of Chicago Press, vol. 34(S1), pages 361-401.
    13. Hannes Schwandt & Till von Wachter, 2019. "Unlucky Cohorts: Estimating the Long-Term Effects of Entering the Labor Market in a Recession in Large Cross-Sectional Data Sets," Journal of Labor Economics, University of Chicago Press, vol. 37(S1), pages 161-198.
    14. Mathieu Couttenier & Veronica Petrencu & Dominic Rohner & Mathias Thoenig, 2019. "The Violent Legacy of Conflict: Evidence on Asylum Seekers, Crime, and Public Policy in Switzerland," American Economic Review, American Economic Association, vol. 109(12), pages 4378-4425, December.
    15. Lochmann, Alexia & Rapoport, Hillel & Speciale, Biagio, 2019. "The effect of language training on immigrants’ economic integration: Empirical evidence from France," European Economic Review, Elsevier, vol. 113(C), pages 265-296.
    16. Anna Piil Damm, 2009. "Ethnic Enclaves and Immigrant Labor Market Outcomes: Quasi-Experimental Evidence," Journal of Labor Economics, University of Chicago Press, vol. 27(2), pages 281-314, April.
    17. Jorgen Hansen & Magnus Lofstrom, 2011. "Immigrant–Native Differences in Welfare Participation: The Role of Entry and Exit Rates," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 50(3), pages 412-442, July.
    18. Azlor, Luz & Damm, Anna Piil & Schultz-Nielsen, Marie Louise, 2020. "Local labour demand and immigrant employment," Labour Economics, Elsevier, vol. 63(C).
    19. Michaela Slotwinski & Alois Stutzer & Roman Uhlig, 2019. "Are asylum seekers more likely to work with more inclusive labor market access regulations?," Swiss Journal of Economics and Statistics, Springer;Swiss Society of Economics and Statistics, vol. 155(1), pages 1-15, December.
    20. George J. Borjas & Bernt Bratsberg, 2021. "Who Leaves? The Outmigration Of The Foreign-Born," World Scientific Book Chapters, in: Foundational Essays in Immigration Economics, chapter 5, pages 93-104, World Scientific Publishing Co. Pte. Ltd..
    21. George J. Borjas & Joan Monras, 2017. "The labour market consequences of refugee supply shocks," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 32(91), pages 361-413.
    22. David Roodman & James G. MacKinnon & Morten Ørregaard Nielsen & Matthew D. Webb, 2019. "Fast and wild: Bootstrap inference in Stata using boottest," Stata Journal, StataCorp LP, vol. 19(1), pages 4-60, March.
    23. Kalena E. Cortes, 2004. "Are Refugees Different from Economic Immigrants? Some Empirical Evidence on the Heterogeneity of Immigrant Groups in the United States," The Review of Economics and Statistics, MIT Press, vol. 86(2), pages 465-480, May.
    24. Battisti, Michele & Giesing, Yvonne & Laurentsyeva, Nadzeya, 2019. "Can job search assistance improve the labour market integration of refugees? Evidence from a field experiment," Labour Economics, Elsevier, vol. 61(C).
    25. Jorgen Hansen & Magnus Lofstrom, 2003. "Immigrant Assimilation and Welfare Participation Do Immigrants Assimilate Into or Out of Welfare?," Journal of Human Resources, University of Wisconsin Press, vol. 38(1).
    26. Joshua D. Angrist & Adriana D. Kugler, 2003. "Protective or counter-productive? labour market institutions and the effect of immigration on eu natives," Economic Journal, Royal Economic Society, vol. 113(488), pages 302-331, June.
    27. Lori A. Beaman, 2012. "Social Networks and the Dynamics of Labour Market Outcomes: Evidence from Refugees Resettled in the U.S," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 79(1), pages 128-161.
    28. Kenneth R. Ahern & Amy K. Dittmar, 2012. "The Changing of the Boards: The Impact on Firm Valuation of Mandated Female Board Representation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 127(1), pages 137-197.
    29. Brian Bell & Francesco Fasani & Stephen Machin, 2013. "Crime and Immigration: Evidence from Large Immigrant Waves," The Review of Economics and Statistics, MIT Press, vol. 95(4), pages 1278-1290, October.
    30. Lance Lochner & Enrico Moretti, 2015. "Estimating and Testing Models with Many Treatment Levels and Limited Instruments," The Review of Economics and Statistics, MIT Press, vol. 97(2), pages 387-397, May.
    31. Sherrie A. Kossoudji & Deborah A. Cobb-Clark, 2002. "Coming out of the Shadows: Learning about Legal Status and Wages from the Legalized Population," Journal of Labor Economics, University of Chicago Press, vol. 20(3), pages 598-628, July.
    32. Becker, Sascha O. & Ferrara, Andreas, 2019. "Consequences of forced migration: A survey of recent findings," Labour Economics, Elsevier, vol. 59(C), pages 1-16.
    33. Marbach, Moritz & Hainmueller, Jens & Hangartner, Dominik, 2017. "The Long-Term Impact of Employment Bans on the Economic Integration of Refugees," Research Papers repec:ecl:stabus:3618, Stanford University, Graduate School of Business.
    34. Borjas, George J. & Cassidy, Hugh, 2019. "The wage penalty to undocumented immigration," Labour Economics, Elsevier, vol. 61(C).
    35. Isabel Ruiz & Carlos Vargas-Silva, 2018. "Differences in labour market outcomes between natives, refugees and other migrants in the UK," Journal of Economic Geography, Oxford University Press, vol. 18(4), pages 855-885.
    36. Philip Oreopoulos & Till von Wachter & Andrew Heisz, 2012. "The Short- and Long-Term Career Effects of Graduating in a Recession," American Economic Journal: Applied Economics, American Economic Association, vol. 4(1), pages 1-29, January.
    37. Pieter Bevelander & Ravi Pendakur, 2012. "The labour market integration of refugee and family reunion immigrants: A comparison of outcomes in Canada and Sweden," Norface Discussion Paper Series 2012041, Norface Research Programme on Migration, Department of Economics, University College London.
    38. Olof Åslund & Dan-Olof Rooth, 2007. "Do when and where matter? initial labour market conditions and immigrant earnings," Economic Journal, Royal Economic Society, vol. 117(518), pages 422-448, March.
    39. Bertoli, Simone & Brücker, Herbert & Fernández-Huertas Moraga, Jesús, 2020. "Do Processing Times Affect the Distribution of Asylum Seekers across Europe?," IZA Discussion Papers 13018, Institute of Labor Economics (IZA).
    40. Cortes, Kalena E., 2004. "Are Refugees Different from Economic Immigrants? Some Empirical Evidence on the Heterogeneity of Immigrant Groups in the United States," IZA Discussion Papers 1063, Institute of Labor Economics (IZA).
    Full references (including those not matched with items on IDEAS)

    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. Aksoy, Cevat Giray & Poutvaara, Panu & Schikora, Felicitas, 2023. "First time around: Local conditions and multi-dimensional integration of refugees," Journal of Urban Economics, Elsevier, vol. 137(C).
    2. Jacob Nielsen Arendt & Christian Dustmann & Hyejin Ku, 2022. "Refugee migration and the labour market: lessons from 40 years of post-arrival policies in Denmark," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 38(3), pages 531-556.
    3. Francesco Fasani & Tommaso Frattini & Luigi Minale, 2022. "(The Struggle for) Refugee integration into the labour market: evidence from Europe [Cashier or consultant? Entry labor market conditions, field of study, and career success]," Journal of Economic Geography, Oxford University Press, vol. 22(2), pages 351-393.
    4. Francesco Fasani & Tommaso Frattini & Luigi Minale, 2017. "The (Struggle for) Labour Market Integration of Refugees: Evidence from European Countries," RF Berlin - CReAM Discussion Paper Series 1716, Rockwool Foundation Berlin (RF Berlin) - Centre for Research and Analysis of Migration (CReAM).
    5. Becker, Sascha O. & Ferrara, Andreas, 2019. "Consequences of forced migration: A survey of recent findings," Labour Economics, Elsevier, vol. 59(C), pages 1-16.
    6. Mask Joshua, 2020. "Consequences of immigrating during a recession: Evidence from the US Refugee Resettlement program," IZA Journal of Development and Migration, Sciendo & Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 11(1), pages 1-31, January.
    7. Azlor, Luz & Damm, Anna Piil & Schultz-Nielsen, Marie Louise, 2020. "Local labour demand and immigrant employment," Labour Economics, Elsevier, vol. 63(C).
    8. Ahrens, Achim & Beerli, Andreas & Hangartner, Dominik & Kurer, Selina & Siegenthaler, Michael, 2023. "The Labor Market Effects of Restricting Refugees' Employment Opportunities," IZA Discussion Papers 15901, Institute of Labor Economics (IZA).
    9. Courtney Brell & Christian Dustmann & Ian Preston, 2020. "The Labor Market Integration of Refugee Migrants in High-Income Countries," Journal of Economic Perspectives, American Economic Association, vol. 34(1), pages 94-121, Winter.
    10. Adema, Joop & Aksoy, Cevat Giray & Giesing, Yvonne & Poutvaara, Panu, 2024. "The Effect of Conflict on Refugees' Return and Integration: Evidence from Ukraine," IZA Discussion Papers 16962, Institute of Labor Economics (IZA).
    11. Bahar, Dany & Ibáñez, Ana María & Rozo, Sandra V., 2021. "Give me your tired and your poor: Impact of a large-scale amnesty program for undocumented refugees," Journal of Development Economics, Elsevier, vol. 151(C).
    12. Ludolph, Lars, 2023. "The value of formal host-country education for the labour market position of refugees: evidence from Austria," LSE Research Online Documents on Economics 117392, London School of Economics and Political Science, LSE Library.
    13. Toman Barsbai & Andreas Steinmayr & Christoph Winter, 2022. "Immigrating into a Recession: Evidence from Family Migrants to the U.S," Working Papers 2022-01, Faculty of Economics and Statistics, Universität Innsbruck.
    14. Strazzeri, Maurizio, 2021. "Assessing the Role of Asylum Policies in Refugees' Labor Market Integration: The Case of Protection Statuses in the German Asylum System," VfS Annual Conference 2021 (Virtual Conference): Climate Economics 242395, Verein für Socialpolitik / German Economic Association.
    15. Demirci, Murat & Kırdar, Murat Güray, 2023. "The labor market integration of Syrian refugees in Turkey," World Development, Elsevier, vol. 162(C).
    16. Seonho Shin, 2022. "Evaluating the Effect of the Matching Grant Program for Refugees: An Observational Study Using Matching, Weighting, and the Mantel-Haenszel Test," Journal of Labor Research, Springer, vol. 43(1), pages 103-133, March.
    17. Braun, Sebastian T. & Dwenger, Nadja, 2020. "Settlement location shapes the integration of forced migrants: Evidence from post-war Germany⁎," Explorations in Economic History, Elsevier, vol. 77(C).
    18. Ludolph, Lars, 2023. "The value of formal host-country education for the labour market position of refugees: Evidence from Austria," Economics of Education Review, Elsevier, vol. 92(C).
    19. Müller, Tobias & Pannatier, Pia & Viarengo, Martina, 2023. "Labor market integration, local conditions and inequalities: Evidence from refugees in Switzerland," World Development, Elsevier, vol. 170(C).
    20. Beaman, Lori & Onder, Harun & Onder, Stefanie, 2022. "When do refugees return home? Evidence from Syrian displacement in Mashreq," Journal of Development Economics, Elsevier, vol. 155(C).

    More about this item

    JEL classification:

    • F22 - International Economics - - International Factor Movements and International Business - - - International Migration
    • J61 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Geographic Labor Mobility; Immigrant Workers
    • K37 - Law and Economics - - Other Substantive Areas of Law - - - Immigration Law

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:csl:devewp:462. 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: Chiara Elli (email available below). General contact details of provider: https://edirc.repec.org/data/damilit.html .

    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.