IDEAS home Printed from https://ideas.repec.org/p/crm/wpaper/1123.html
   My bibliography  Save this paper

Quasi-Experimental Impact Estimates of Immigrant Labor Supply Shocks: The Role of Treatment and Comparison Group Matching and Relative Skill Composition

Author

Listed:
  • Abdurrahman Aydemir

    (Sabanci University)

  • Murat G. Kirdar

    (Middle East Technical University)

Abstract

This paper examines the employment effects of an increase in labor supply using the politically-driven exodus of ethnic Turks from Bulgaria into Turkey in 1989. The strong involvement of the Turkish state in the settlement of earlier waves of repatriates provides us a strong source of exogenous variation in the 1989 immigrant shock across locations. Using a potential sample of 613 cities and towns in Turkey with variable treatment intensity - in some locations the change in the labor force is almost 10 percent - this analysis places much attention on constructing a matched sample that is well balanced in terms of covariate distributions of the treatment and comparison groups, including matching based on an estimated propensity score. We find a positive effect of repatriates on the unemployment of non-repatriates. In fact, in certain regions, a 10-percentage-point increase in the share of repatriates in the labor force increases the unemployment rate of natives by 4 percentage points. When the analysis is done according to skill groups, we find that the impact is the strongest on the young and on non-repatriates with similar educational attainment.

Suggested Citation

  • Abdurrahman Aydemir & Murat G. Kirdar, 2011. "Quasi-Experimental Impact Estimates of Immigrant Labor Supply Shocks: The Role of Treatment and Comparison Group Matching and Relative Skill Composition," CReAM Discussion Paper Series 1123, Centre for Research and Analysis of Migration (CReAM), Department of Economics, University College London.
  • Handle: RePEc:crm:wpaper:1123
    as

    Download full text from publisher

    File URL: https://www.cream-migration.org/publ_uploads/CDP_23_11.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Cohen-Goldner, Sarit & Paserman, M. Daniele, 2011. "The dynamic impact of immigration on natives' labor market outcomes: Evidence from Israel," European Economic Review, Elsevier, vol. 55(8), pages 1027-1045.
    2. Rachel Griffith & Andrew Neely, 2009. "Performance Pay and Managerial Experience in Multitask Teams: Evidence from within a Firm," Journal of Labor Economics, University of Chicago Press, vol. 27(1), pages 49-82, January.
    3. George J. Borjas, 2017. "The Wage Impact of the Marielitos: A Reappraisal," ILR Review, Cornell University, ILR School, vol. 70(5), pages 1077-1110, October.
    4. Meyer, Bruce D & Viscusi, W Kip & Durbin, David L, 1995. "Workers' Compensation and Injury Duration: Evidence from a Natural Experiment," American Economic Review, American Economic Association, vol. 85(3), pages 322-340, June.
    5. A. Smith, Jeffrey & E. Todd, Petra, 2005. "Does matching overcome LaLonde's critique of nonexperimental estimators?," Journal of Econometrics, Elsevier, vol. 125(1-2), pages 305-353.
    6. Card, David, 2001. "Immigrant Inflows, Native Outflows, and the Local Labor Market Impacts of Higher Immigration," Journal of Labor Economics, University of Chicago Press, vol. 19(1), pages 22-64, January.
    7. Card, David & Krueger, Alan B, 1994. "Minimum Wages and Employment: A Case Study of the Fast-Food Industry in New Jersey and Pennsylvania," American Economic Review, American Economic Association, vol. 84(4), pages 772-793, September.
    8. Aydemir, Abdurrahman B. & Kırdar, Murat G., 2017. "Quasi-experimental impact estimates of immigrant labor supply shocks: The role of treatment and comparison group matching and relative skill composition," European Economic Review, Elsevier, vol. 98(C), pages 282-315.
    9. Baiocchi, Mike & Small, Dylan S. & Lorch, Scott & Rosenbaum, Paul R., 2010. "Building a Stronger Instrument in an Observational Study of Perinatal Care for Premature Infants," Journal of the American Statistical Association, American Statistical Association, vol. 105(492), pages 1285-1296.
    10. James J. Heckman & Hidehiko Ichimura & Petra E. Todd, 1997. "Matching As An Econometric Evaluation Estimator: Evidence from Evaluating a Job Training Programme," Review of Economic Studies, Oxford University Press, vol. 64(4), pages 605-654.
    11. Darby, Michael R & Haltiwanger, John C & Plant, Mark W, 1985. "Unemployment Rate Dynamics and Persistent Unemployment under Rational Expectations," American Economic Review, American Economic Association, vol. 75(4), pages 614-637, September.
    12. Rachel M. Friedberg, 2001. "The Impact of Mass Migration on the Israeli Labor Market," The Quarterly Journal of Economics, Oxford University Press, vol. 116(4), pages 1373-1408.
    13. Patricia Cortes, 2008. "The Effect of Low-Skilled Immigration on U.S. Prices: Evidence from CPI Data," Journal of Political Economy, University of Chicago Press, vol. 116(3), pages 381-422, June.
    14. David Card, 1990. "The Impact of the Mariel Boatlift on the Miami Labor Market," ILR Review, Cornell University, ILR School, vol. 43(2), pages 245-257, January.
    15. 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.
    16. Angrist, Joshua D. & Krueger, Alan B., 1999. "Empirical strategies in labor economics," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 23, pages 1277-1366, Elsevier.
    17. Bodvarsson, Örn B. & Van den Berg, Hendrik F. & Lewer, Joshua J., 2008. "Measuring immigration's effects on labor demand: A reexamination of the Mariel Boatlift," Labour Economics, Elsevier, vol. 15(4), pages 560-574, August.
    18. Abdurrahman Aydemir & George J. Borjas, 2007. "Cross-Country Variation in the Impact of International Migration: Canada, Mexico, and the United States," Journal of the European Economic Association, MIT Press, vol. 5(4), pages 663-708, June.
    19. Aysit Tansel & Elif Öznur Acar, 2017. "Labor mobility across the formal/informal divide in Turkey: Evidence from individual-level data," Journal of Economic Studies, Emerald Group Publishing, vol. 44(4), pages 617-635, September.
    20. Borjas, George J & Freeman, Richard B & Katz, Lawrence, 1996. "Searching for the Effect of Immigration on the Labor Market," American Economic Review, American Economic Association, vol. 86(2), pages 246-251, May.
    21. Jörn-Steffen Pischke & Johannes Velling, 1997. "Employment Effects Of Immigration To Germany: An Analysis Based On Local Labor Markets," The Review of Economics and Statistics, MIT Press, vol. 79(4), pages 594-604, November.
    22. Christian Dustmann & Uta Schönberg & Jan Stuhler, 2017. "Labor Supply Shocks, Native Wages, and the Adjustment of Local Employment," The Quarterly Journal of Economics, Oxford University Press, vol. 132(1), pages 435-483.
    23. D'Amuri, Francesco & Ottaviano, Gianmarco I.P. & Peri, Giovanni, 2010. "The labor market impact of immigration in Western Germany in the 1990s," European Economic Review, Elsevier, vol. 54(4), pages 550-570, May.
    24. Joseph G. Altonji & David Card, 1991. "The Effects of Immigration on the Labor Market Outcomes of Less-skilled Natives," NBER Chapters, in: Immigration, Trade, and the Labor Market, pages 201-234, National Bureau of Economic Research, Inc.
    25. 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.
    26. Guido W. Imbens & Jeffrey M. Wooldridge, 2009. "Recent Developments in the Econometrics of Program Evaluation," Journal of Economic Literature, American Economic Association, vol. 47(1), pages 5-86, March.
    27. Robert J. LaLonde & Robert H. Topel, 1991. "Labor Market Adjustments to Increased Immigration," NBER Chapters, in: Immigration, Trade, and the Labor Market, pages 167-199, National Bureau of Economic Research, Inc.
    28. Aysit Tansel & Elif Öznur Acar, 2017. "Labor mobility across the formal/informal divide in Turkey: Evidence from individual-level data," Journal of Economic Studies, Emerald Group Publishing, vol. 44(4), pages 617-635, September.
    29. Mansour, Hani, 2010. "The effects of labor supply shocks on labor market outcomes: Evidence from the Israeli-Palestinian conflict," Labour Economics, Elsevier, vol. 17(6), pages 930-939, December.
    30. George J. Borjas & Richard B. Freeman & Lawrence F. Katz, 1992. "On the Labor Market Effects of Immigration and Trade," NBER Chapters, in: Immigration and the Work Force: Economic Consequences for the United States and Source Areas, pages 213-244, National Bureau of Economic Research, Inc.
    31. Alberto Abadie & Javier Gardeazabal, 2003. "The Economic Costs of Conflict: A Case Study of the Basque Country," American Economic Review, American Economic Association, vol. 93(1), pages 113-132, March.
    32. Timothy G. Conley & Christian B. Hansen & Peter E. Rossi, 2012. "Plausibly Exogenous," The Review of Economics and Statistics, MIT Press, vol. 94(1), pages 260-272, February.
    33. Erol Taymaz & Sule Ozler, 2004. "Labor Market Policies and EU Accession: Problems and Prospects for Turkey," ERC Working Papers 0405, ERC - Economic Research Center, Middle East Technical University, revised Mar 2004.
    34. James Heckman & Hidehiko Ichimura & Jeffrey Smith & Petra Todd, 1998. "Characterizing Selection Bias Using Experimental Data," Econometrica, Econometric Society, vol. 66(5), pages 1017-1098, September.
    35. Christian Dustmann & Albrecht Glitz & Tommaso Frattini, 2008. "The labour market impact of immigration," Oxford Review of Economic Policy, Oxford University Press, vol. 24(3), pages 478-495, Autumn.
    36. George J. Borjas, 2003. "The Labor Demand Curve is Downward Sloping: Reexamining the Impact of Immigration on the Labor Market," The Quarterly Journal of Economics, Oxford University Press, vol. 118(4), pages 1335-1374.
    37. William J. Carrington & Pedro J. F. De Lima, 1996. "The Impact of 1970s Repatriates from Africa on the Portuguese Labor Market," ILR Review, Cornell University, ILR School, vol. 49(2), pages 330-347, January.
    38. Leah Platt Boustan & Price V. Fishback & Shawn Kantor, 2010. "The Effect of Internal Migration on Local Labor Markets:American Cities during the Great Depression," Journal of Labor Economics, University of Chicago Press, vol. 28(4), pages 719-746, October.
    39. George J. Borjas, 2006. "Native Internal Migration and the Labor Market Impact of Immigration," Journal of Human Resources, University of Wisconsin Press, vol. 41(2).
    40. Christian Dustmann & Tommaso Frattini & Ian P. Preston, 2013. "The Effect of Immigration along the Distribution of Wages," Review of Economic Studies, Oxford University Press, vol. 80(1), pages 145-173.
    41. Meyer, Bruce D, 1995. "Natural and Quasi-experiments in Economics," Journal of Business & Economic Statistics, American Statistical Association, vol. 13(2), pages 151-161, April.
    42. Abdurrahman Aydemir & George J. Borjas, 2011. "Attenuation Bias in Measuring the Wage Impact of Immigration," Journal of Labor Economics, University of Chicago Press, vol. 29(1), pages 69-113, January.
    43. Jere R. Behrman & Susan W. Parker & Petra E. Todd, 2009. "Schooling Impacts of Conditional Cash Transfers on Young Children: Evidence from Mexico," Economic Development and Cultural Change, University of Chicago Press, vol. 57(3), pages 439-477, April.
    44. George J. Borjas & Richard B. Friedman & Lawrence F. Katz, 1997. "How Much Do Immigration and Trade Affect Labor Market Outcomes?," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 28(1), pages 1-90.
    45. Abadie, Alberto & Diamond, Alexis & Hainmueller, Jens, 2010. "Synthetic Control Methods for Comparative Case Studies: Estimating the Effect of California’s Tobacco Control Program," Journal of the American Statistical Association, American Statistical Association, vol. 105(490), pages 493-505.
    46. 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.
    47. George J. Borjas & Richard B. Freeman, 1992. "Immigration and the Work Force: Economic Consequences for the United States and Source Areas," NBER Books, National Bureau of Economic Research, Inc, number borj92-1, June.
    48. 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.
    49. John M. Abowd & Richard B. Freeman, 1991. "Immigration, Trade, and the Labor Market," NBER Books, National Bureau of Economic Research, Inc, number abow91-1, June.
    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. George J. Borjas, 2017. "The Wage Impact of the Marielitos: A Reappraisal," ILR Review, Cornell University, ILR School, vol. 70(5), pages 1077-1110, October.
    2. Ege Aksu & Refik Erzan & Murat Guray Kirdar, 2018. "The Impact of Mass Migration of Syrians on the Turkish Labor Market," Koç University-TUSIAD Economic Research Forum Working Papers 1815, Koc University-TUSIAD Economic Research Forum.
    3. Aubry, Amandine & Burzyński, Michał & Docquier, Frédéric, 2016. "The welfare impact of global migration in OECD countries," Journal of International Economics, Elsevier, vol. 101(C), pages 1-21.
    4. Erten, Bilge & Keskin, Pinar, 2021. "Female employment and intimate partner violence: Evidence from Syrian Refugee inflows to Turkey," Journal of Development Economics, Elsevier, vol. 150(C).
    5. Aydemir, Abdurrahman B. & Kırdar, Murat G., 2017. "Quasi-experimental impact estimates of immigrant labor supply shocks: The role of treatment and comparison group matching and relative skill composition," European Economic Review, Elsevier, vol. 98(C), pages 282-315.
    6. Evren Ceritoglu & H. Burcu Gurcihan Yunculer & Huzeyfe Torun & Semih Tumen, 2017. "The impact of Syrian refugees on natives’ labor market outcomes in Turkey: evidence from a quasi-experimental design," IZA Journal of Labor Policy, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 6(1), pages 1-28, December.
    7. Christian Dustmann & Uta Schönberg & Jan Stuhler, 2016. "The Impact of Immigration: Why Do Studies Reach Such Different Results?," Journal of Economic Perspectives, American Economic Association, vol. 30(4), pages 31-56, Fall.
    8. Verme, Paolo & Schuettler, Kirsten, 2021. "The impact of forced displacement on host communities: A review of the empirical literature in economics," Journal of Development Economics, Elsevier, vol. 150(C).
    9. Aracı, Doğu Tan & Demirci, Murat & Kirdar, Murat G., 2021. "Development Level of Hosting Areas and the Impact of Refugees on Natives' Labor Market Outcomes," IZA Discussion Papers 14267, Institute of Labor Economics (IZA).
    10. Labanca, Claudio, 2020. "The effects of a temporary migration shock: Evidence from the Arab Spring migration through Italy," Labour Economics, Elsevier, vol. 67(C).

    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. Edo, Anthony & Rapoport, Hillel, 2019. "Minimum wages and the labor market effects of immigration," Labour Economics, Elsevier, vol. 61(C).
    2. Lewis, Ethan & Peri, Giovanni, 2015. "Immigration and the Economy of Cities and Regions," Handbook of Regional and Urban Economics, in: Gilles Duranton & J. V. Henderson & William C. Strange (ed.), Handbook of Regional and Urban Economics, edition 1, volume 5, chapter 0, pages 625-685, Elsevier.
    3. Kugler, Adriana & Yuksel, Mutlu, 2008. "Effects of Low-Skilled Immigration on U.S. Natives: Evidence from Hurricane Mitch," IZA Discussion Papers 3670, Institute of Labor Economics (IZA).
    4. Ege Aksu & Refik Erzan & Murat Guray Kirdar, 2018. "The Impact of Mass Migration of Syrians on the Turkish Labor Market," Koç University-TUSIAD Economic Research Forum Working Papers 1815, Koc University-TUSIAD Economic Research Forum.
    5. Simonetta Longhi & Peter Nijkamp & Jacques Poot, 2009. "Regional Economic Impacts of Immigration: A Review," Tinbergen Institute Discussion Papers 09-047/3, Tinbergen Institute, revised 23 Jul 2009.
    6. Labanca, Claudio, 2020. "The effects of a temporary migration shock: Evidence from the Arab Spring migration through Italy," Labour Economics, Elsevier, vol. 67(C).
    7. Verme, Paolo & Schuettler, Kirsten, 2021. "The impact of forced displacement on host communities: A review of the empirical literature in economics," Journal of Development Economics, Elsevier, vol. 150(C).
    8. Cohen-Goldner, Sarit & Paserman, M. Daniele, 2011. "The dynamic impact of immigration on natives' labor market outcomes: Evidence from Israel," European Economic Review, Elsevier, vol. 55(8), pages 1027-1045.
    9. Evren Ceritoglu & H. Burcu Gurcihan Yunculer & Huzeyfe Torun & Semih Tumen, 2017. "The impact of Syrian refugees on natives’ labor market outcomes in Turkey: evidence from a quasi-experimental design," IZA Journal of Labor Policy, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 6(1), pages 1-28, December.
    10. 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.
    11. Chletsos Michael & Roupakias Stelios, 2019. "Do Immigrants Compete with Natives in the Greek Labour Market? Evidence from the Skill-Cell Approach before and during the Great Recession," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 19(2), pages 1-30, April.
    12. 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.
    13. Francine D. Blau & Lawrence M. Kahn, 2012. "Immigration and the Distribution of Incomes," NBER Working Papers 18515, National Bureau of Economic Research, Inc.
    14. Steinhardt Max Friedrich, 2011. "The Wage Impact of Immigration in Germany - New Evidence for Skill Groups and Occupations," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 11(1), pages 1-35, June.
    15. Bodvarsson, Örn B. & Van den Berg, Hendrik F. & Lewer, Joshua J., 2008. "Measuring immigration's effects on labor demand: A reexamination of the Mariel Boatlift," Labour Economics, Elsevier, vol. 15(4), pages 560-574, August.
    16. Anthony Edo & Lionel Ragot & Hillel Rapoport & Sulin Sardoschau & Andreas Steinmayr, 2018. "The Effects of Immigration in Developed Countries: Insights from Recent Economic Research," CEPII Policy Brief 2018-22, CEPII research center.
    17. Jens Ruhose, 2015. "Microeconometric Analyses on Economic Consequences of Selective Migration," ifo Beiträge zur Wirtschaftsforschung, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, number 61.
    18. Simonetta LONGHI & Peter NIJKAMP & Jacques POOT, 2008. "Meta-Analysis Of Empirical Evidence On The Labour Market Impacts Of Immigration," Region et Developpement, Region et Developpement, LEAD, Universite du Sud - Toulon Var, vol. 27, pages 161-191.
    19. Zhao, Xiliang, 2020. "Migrants and urban wage: Evidence from China's internal migration," China Economic Review, Elsevier, vol. 61(C).
    20. Brücker, Herbert & Hauptmann, Andreas & Jahn, Elke J. & Upward, Richard, 2014. "Migration and imperfect labor markets: Theory and cross-country evidence from Denmark, Germany and the UK," European Economic Review, Elsevier, vol. 66(C), pages 205-225.

    More about this item

    Keywords

    Labor Force and Employment; Immigrant Workers; Quasi experiments;
    All these keywords.

    JEL classification:

    • J21 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Force and Employment, Size, and Structure
    • J61 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Geographic Labor Mobility; Immigrant Workers

    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:crm:wpaper:1123. See general information about how to correct material in RePEc.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: . General contact details of provider: https://edirc.repec.org/data/cmucluk.html .

    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: CReAM Administrator or Thomas Cornelissen (email available below). General contact details of provider: https://edirc.repec.org/data/cmucluk.html .

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

    IDEAS is a RePEc service hosted by the Research Division of the Federal Reserve Bank of St. Louis . RePEc uses bibliographic data supplied by the respective publishers.