IDEAS home Printed from https://ideas.repec.org/p/iza/izadps/dp14039.html
   My bibliography  Save this paper

The Effect of Refugees on Native Adolescents' Test Scores: Quasi-Experimental Evidence from Pisa

Author

Listed:
  • Tumen, Semih

    (Amazon)

Abstract

Existing evidence suggests that low-skilled refugee influx may increase educational attainment among native adolescents due to reduced opportunities and returns in the lower segment of the labor market. In this paper, I test whether refugee influx can also increase the intensity of human capital accumulation among native adolescents who are enrolled in school. Using the PISA micro data and implementing a quasi-experimental empirical strategy designed to exploit (i) the time variation in regional refugee intensity and (ii) institutional setting in the Turkish public education system, I show that the Math, Science, and Reading scores of Turkish adolescents increased following the Syrian refugee influx. The increase in test scores mostly comes from the lower half of the test score distribution and from native adolescents with lower maternal education. The empirical design embeds a framework where the estimated refugee impact can solely be attributed to the labor market mechanism. In particular, I use the observation that refugee adolescents are enrolled more systematically into the Turkish education system after 2016, which gave me the opportunity to use 2015 and 2018 PISA waves in a way to isolate the the effect of the labor market mechanism from the potentially negating force coming from the education experience mechanism. I conclude that the labor market forces that emerged in the aftermath of the refugee crisis have led native adolescents, who would normally perform worse in school, to take their high school education more seriously.

Suggested Citation

  • Tumen, Semih, 2021. "The Effect of Refugees on Native Adolescents' Test Scores: Quasi-Experimental Evidence from Pisa," IZA Discussion Papers 14039, Institute of Labor Economics (IZA).
  • Handle: RePEc:iza:izadps:dp14039
    as

    Download full text from publisher

    File URL: https://docs.iza.org/dp14039.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Asako Ohinata & Jan C. van Ours, 2013. "How Immigrant Children Affect the Academic Achievement of Native Dutch Children," Economic Journal, Royal Economic Society, vol. 0, pages 308-331, August.
    2. 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.
    3. Giovanni Peri & Chad Sparber, 2016. "Task Specialization, Immigration, and Wages," World Scientific Book Chapters,in: The Economics of International Migration, chapter 3, pages 81-115 World Scientific Publishing Co. Pte. Ltd..
    4. Tumen, Semih, 2018. "The Impact of Low-Skill Refugees on Youth Education," IZA Discussion Papers 11869, Institute of Labor Economics (IZA).
    5. Aksu, Ege & Erzan, Refik & Kırdar, Murat Güray, 2022. "The impact of mass migration of Syrians on the Turkish labor market," Labour Economics, Elsevier, vol. 76(C).
    6. 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.
    7. Lex Borghans & Angela Lee Duckworth & James J. Heckman & Bas ter Weel, 2008. "The Economics and Psychology of Personality Traits," Journal of Human Resources, University of Wisconsin Press, vol. 43(4).
    8. Eric D. Gould & Victor Lavy & M. Daniele Paserman, 2009. "Does Immigration Affect the Long‐Term Educational Outcomes of Natives? Quasi‐Experimental Evidence," Economic Journal, Royal Economic Society, vol. 119(540), pages 1243-1269, October.
    9. Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1.
    10. Semih Tumen, 2016. "The Economic Impact of Syrian Refugees on Host Countries: Quasi-experimental Evidence from Turkey," American Economic Review, American Economic Association, vol. 106(5), pages 456-460, May.
    11. David H. Autor, 2003. "Outsourcing at Will: The Contribution of Unjust Dismissal Doctrine to the Growth of Employment Outsourcing," Journal of Labor Economics, University of Chicago Press, vol. 21(1), pages 1-42, January.
    12. Laurent Bossavie, 2020. "The Effect of Immigration on Natives’ School Performance: Does Length of Stay in the Host Country Matter?," Journal of Human Resources, University of Wisconsin Press, vol. 55(2), pages 733-766.
    13. 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.
    14. 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.
    15. Assaad, Ragui & Ginn, Thomas & Saleh, Mohamed, 2023. "Refugees and the education of host populations: Evidence from the Syrian inflow to Jordan," Journal of Development Economics, Elsevier, vol. 164(C).
    16. Charlotte Geay & Sandra McNally & Shqiponja Telhaj, 2013. "Non‐native Speakers of English in the Classroom: What Are the Effects on Pupil Performance?," Economic Journal, Royal Economic Society, vol. 0, pages 281-307, August.
    17. Betts, Julian, 1998. "Educational Crowding Out: Do Immigrants Affect the Educational Attainment of American Minorities?," University of California at San Diego, Economics Working Paper Series qt8vt7f1bh, Department of Economics, UC San Diego.
    18. Fallah, Belal & Krafft, Caroline & Wahba, Jackline, 2019. "The impact of refugees on employment and wages in Jordan," Journal of Development Economics, Elsevier, vol. 139(C), pages 203-216.
    19. Elizabeth U. Cascio & Ethan G. Lewis, 2012. "Cracks in the Melting Pot: Immigration, School Choice, and Segregation," American Economic Journal: Economic Policy, American Economic Association, vol. 4(3), pages 91-117, August.
    20. Jacob A. Mincer, 1974. "Schooling and Earnings," NBER Chapters, in: Schooling, Experience, and Earnings, pages 41-63, National Bureau of Economic Research, Inc.
    21. Brunello, Giorgio & Lodigiani, Elisabetta & Rocco, Lorenzo, 2020. "Does low skilled immigration increase the education of natives? Evidence from Italian provinces," Labour Economics, Elsevier, vol. 63(C).
    22. Jensen, Peter & Rasmussen, Astrid Würtz, 2011. "The effect of immigrant concentration in schools on native and immigrant children's reading and math skills," Economics of Education Review, Elsevier, vol. 30(6), pages 1503-1515.
    23. Betts, Julian R. & Fairlie, Robert W., 2003. "Does immigration induce 'native flight' from public schools into private schools?," Journal of Public Economics, Elsevier, vol. 87(5-6), pages 987-1012, May.
    24. Frattini, Tommaso & Meschi, Elena, 2019. "The effect of immigrant peers in vocational schools," European Economic Review, Elsevier, vol. 113(C), pages 1-22.
    25. Binnur Balkan & Semih Tumen, 2016. "Immigration and prices: quasi-experimental evidence from Syrian refugees in Turkey," Journal of Population Economics, Springer;European Society for Population Economics, vol. 29(3), pages 657-686, July.
    26. Semih Tumen, 2015. "The use of natural experiments in migration research," IZA World of Labor, Institute of Labor Economics (IZA), pages 191-191, October.
    27. Christopher L. Smith, 2012. "The Impact of Low-Skilled Immigration on the Youth Labor Market," Journal of Labor Economics, University of Chicago Press, vol. 30(1), pages 55-89.
    28. 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.
    29. Peter McHenry, 2015. "Immigration and the Human Capital of Natives," Journal of Human Resources, University of Wisconsin Press, vol. 50(1), pages 34-71.
    30. James G. MacKinnon & Matthew D. Webb & Morten Ø. Nielsen, 2017. "Bootstrap And Asymptotic Inference With Multiway Clustering," Working Paper 1386, Economics Department, Queen's University.
    31. David Figlio & Umut Özek, 2019. "Unwelcome Guests? The Effects of Refugees on the Educational Outcomes of Incumbent Students," Journal of Labor Economics, University of Chicago Press, vol. 37(4), pages 1061-1096.
    32. Giovanni Peri & Chad Sparber, 2016. "Task Specialization, Immigration, and Wages," World Scientific Book Chapters, in: The Economics of International Migration, chapter 3, pages 81-115, World Scientific Publishing Co. Pte. Ltd..
    33. Yusuf Emre Akgündüz & Marcel van den Berg & Wolter Hassink, 2018. "The Impact of the Syrian Refugee Crisis on Firm Entry and Performance in Turkey," The World Bank Economic Review, World Bank, vol. 32(1), pages 19-40.
    34. Eberhard, Juan, 2012. "Immigration, Human Capital and the Welfare of Natives," MPRA Paper 37844, University Library of Munich, Germany.
    35. Neymotin, Florence, 2009. "Immigration and its effect on the college-going outcomes of natives," Economics of Education Review, Elsevier, vol. 28(5), pages 538-550, October.
    36. Pia M. Orrenius & Madeline Zavodny, 2015. "Does Immigration Affect Whether US Natives Major in Science and Engineering?," Journal of Labor Economics, University of Chicago Press, vol. 33(S1), pages 79-108.
    37. Julian R. Betts & Magnus Lofstrom, 2000. "The Educational Attainment of Immigrants: Trends and Implications," NBER Chapters, in: Issues in the Economics of Immigration, pages 51-116, National Bureau of Economic Research, Inc.
    38. Jacob A. Mincer, 1974. "Introduction to "Schooling, Experience, and Earnings"," NBER Chapters, in: Schooling, Experience, and Earnings, pages 1-4, National Bureau of Economic Research, Inc.
    39. Altındağ, Onur & Bakış, Ozan & Rozo, Sandra V., 2020. "Blessing or burden? Impacts of refugees on businesses and the informal economy," Journal of Development Economics, Elsevier, vol. 146(C).
    40. Del Carpio,Ximena Vanessa & Wagner,Mathis Christoph, 2015. "The impact of Syrian refugees on the Turkish labor market," Policy Research Working Paper Series 7402, The World Bank.
    41. Akgündüz, Yusuf Emre & Torun, Huzeyfe, 2018. "Two and a half million Syrian refugees, skill mix and capital intensity," GLO Discussion Paper Series 186, Global Labor Organization (GLO).
    42. Foster, Gigi, 2012. "The impact of international students on measured learning and standards in Australian higher education," Economics of Education Review, Elsevier, vol. 31(5), pages 587-600.
    43. Shih, Kevin, 2017. "Do international students crowd-out or cross-subsidize Americans in higher education?," Journal of Public Economics, Elsevier, vol. 156(C), pages 170-184.
    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. Contreras, Dante & Gallardo, Sebastián, 2022. "The effects of mass migration on the academic performance of native students. Evidence from Chile," Economics of Education Review, Elsevier, vol. 91(C).
    2. Albarosa, Emanuele & Elsner, Benjamin, 2023. "Forced Migration and Social Cohesion: Evidence from the 2015/16 Mass Inflow in Germany," IZA Discussion Papers 15850, Institute of Labor Economics (IZA).
    3. Assaad, Ragui & Ginn, Thomas & Saleh, Mohamed, 2023. "Refugees and the education of host populations: Evidence from the Syrian inflow to Jordan," Journal of Development Economics, Elsevier, vol. 164(C).
    4. Zhou,Yang-Yang & Grossman,Guy & Ge,Shuning, 2022. "Inclusive Refugee-Hosting in Uganda Improves LocalDevelopment and Prevents Public Backlash," Policy Research Working Paper Series 9981, The World Bank.
    5. Nelly Elmallakh & Jackline Wahba, 2023. "Syrian Refugees and the Migration Dynamics of Jordanians: Moving In or Moving Out?," Economic Development and Cultural Change, University of Chicago Press, vol. 71(4), pages 1283-1330.
    6. Emanuele Albarosa & Benjamin Elsner, 2023. "Forced Migration and Social Cohesion: Evidence from the 2015/16 Mass Inflow in Germany," SOEPpapers on Multidisciplinary Panel Data Research 1183, DIW Berlin, The German Socio-Economic Panel (SOEP).
    7. Albarosa, E. & Elsner, B., 2023. "Forced Migration and Social Cohesion: Evidence from the 2015/16 Mass Inflow in Germany," World Development, Elsevier, vol. 167(C).
    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. Albarosa,Emanuele & Elsner,Benjamin, 2022. "Forced Migration, Social Cohesion and Conflict: The 2015 Refugee Inflow in Germany," Policy Research Working Paper Series 9913, The World Bank.
    10. Sakaue, Katsuki & Wokadala, James, 2022. "Effects of including refugees in local government schools on pupils’ learning achievement: Evidence from West Nile, Uganda," International Journal of Educational Development, Elsevier, vol. 90(C).
    11. Zhou, Yang-Yang & Grossman, Guy & Ge, Shuning, 2023. "Inclusive refugee-hosting can improve local development and prevent public backlash," World Development, Elsevier, vol. 166(C).
    12. Emine Kübra Usta, 2022. "Effects of Refugee Inflow on the Voting Behavior of Natives: Application of Mobile Phone Data [Local Governance Quality and the Environmental Cost of Forced Migration]," CESifo Economic Studies, CESifo Group, vol. 68(3), pages 219-252.
    13. Mustafa Özer & Jan Fidrmuc, 2024. "Does Immigration Affect the Natives’ Mental Health? Causal Evidence from Forced Syrian Migration to Turkey," CESifo Working Paper Series 11399, CESifo.

    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. Tumen, Semih, 2018. "The Impact of Low-Skill Refugees on Youth Education," IZA Discussion Papers 11869, Institute of Labor Economics (IZA).
    2. Çakır, Selcen & Erbay, Elif & Kirdar, Murat Güray, 2021. "Syrian Refugees and Human Capital Accumulation of Native Children in Turkey," IZA Discussion Papers 14972, Institute of Labor Economics (IZA).
    3. Felipe González, 2020. "Immigration and human capital: consequences of a nineteenth century settlement policy," Cliometrica, Springer;Cliometric Society (Association Francaise de Cliométrie), vol. 14(3), pages 443-477, September.
    4. 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.
    5. Aksoy, Cevat Giray & Tumen, Semih, 2021. "Local Governance Quality and the Environmental Cost of Forced Migration," Journal of Development Economics, Elsevier, vol. 149(C).
    6. 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.
    7. Murray, Thomas J., 2016. "Public or private? The influence of immigration on native schooling choices in the United States," Economics of Education Review, Elsevier, vol. 53(C), pages 268-283.
    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. Chevalier, Arnaud & Isphording, Ingo E. & Lisauskaite, Elena, 2020. "Peer diversity, college performance and educational choices," Labour Economics, Elsevier, vol. 64(C).
    10. Nelly Elmallakh & Jackline Wahba, 2023. "Syrian Refugees and the Migration Dynamics of Jordanians: Moving In or Moving Out?," Economic Development and Cultural Change, University of Chicago Press, vol. 71(4), pages 1283-1330.
    11. David Figlio & Paola Giuliano & Riccardo Marchingiglio & Umut Ozek & Paola Sapienza, 2024. "Diversity in Schools: Immigrants and the Educational Performance of U.S.-Born Students," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 91(2), pages 972-1006.
    12. Green, Colin & Iversen, Jon Marius Vaag, 2022. "Refugees and the educational attainment of natives: Evidence from Norway," Economics of Education Review, Elsevier, vol. 88(C).
    13. Akgündüz, Yusuf Emre & Torun, Huzeyfe, 2020. "Two and a half million Syrian refugees, tasks and capital intensity," Journal of Development Economics, Elsevier, vol. 145(C).
    14. Brunello, Giorgio & Lodigiani, Elisabetta & Rocco, Lorenzo, 2020. "Does low skilled immigration increase the education of natives? Evidence from Italian provinces," Labour Economics, Elsevier, vol. 63(C).
    15. Padilla-Romo, María & Peluffo, Cecilia, 2023. "Violence-induced migration and peer effects in academic performance," Journal of Public Economics, Elsevier, vol. 217(C).
    16. 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.
    17. Aksu, Ege & Erzan, Refik & Kırdar, Murat Güray, 2022. "The impact of mass migration of Syrians on the Turkish labor market," Labour Economics, Elsevier, vol. 76(C).
    18. Rozo, Sandra V. & Sviatschi, Micaela, 2021. "Is a refugee crisis a housing crisis? Only if housing supply is unresponsive," Journal of Development Economics, Elsevier, vol. 148(C).
    19. Timothy M. Diette & Ruth Uwaifo Oyelere, 2017. "Gender and racial differences in peer effects of limited English students: a story of language or ethnicity?," IZA Journal of Migration and Development, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 6(1), pages 1-18, December.
    20. Ortega, Francesc & Tanaka, Ryuichi, 2015. "Immigration and the Political Economy of Public Education: Recent Perspectives," IZA Discussion Papers 8778, Institute of Labor Economics (IZA).

    More about this item

    Keywords

    Syrian refugees; test scores; PISA; labor markets;
    All these keywords.

    JEL classification:

    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education
    • I25 - Health, Education, and Welfare - - Education - - - Education and Economic Development
    • I26 - Health, Education, and Welfare - - Education - - - Returns to Education
    • 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:iza:izadps:dp14039. 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: Holger Hinte (email available below). General contact details of provider: https://edirc.repec.org/data/izaaade.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.