IDEAS home Printed from https://ideas.repec.org/a/eee/deveco/v152y2021ics0304387821000791.html
   My bibliography  Save this article

Segregation and internal mobility of Syrian refugees in Turkey: Evidence from mobile phone data

Author

Listed:
  • Bertoli, Simone
  • Ozden, Caglar
  • Packard, Michael

Abstract

We use mobile phone usage data to measure the extent of segregation of Syrian refugees in Turkey, and analyze its role in their internal mobility patterns. We construct a range of dissimilarity and normalized isolation indices using the hourly phone call volume of refugees and natives. The richness of the data allows us to compute the indices across different provinces and over time. Segregation levels show high variation across the country, with significantly lower levels of segregation in provinces with a higher share of refugees. Refugee mobility across provinces over time appears to be negatively correlated with segregation at destination, while native mobility is not. Based on data from Istanbul, segregation does not influence intra-province mobility. This is possibly due to the differences in segregation indices across the hours of the day, suggesting that residential segregation is higher than labor market segregation.

Suggested Citation

  • Bertoli, Simone & Ozden, Caglar & Packard, Michael, 2021. "Segregation and internal mobility of Syrian refugees in Turkey: Evidence from mobile phone data," Journal of Development Economics, Elsevier, vol. 152(C).
  • Handle: RePEc:eee:deveco:v:152:y:2021:i:c:s0304387821000791
    DOI: 10.1016/j.jdeveco.2021.102704
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0304387821000791
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jdeveco.2021.102704?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Paulo Guimarães & Octávio Figueirdo & Douglas Woodward, 2003. "A Tractable Approach to the Firm Location Decision Problem," The Review of Economics and Statistics, MIT Press, vol. 85(1), pages 201-204, February.
    2. Christopher Parsons & Pierre‐Louis Vézina, 2018. "Migrant Networks and Trade: The Vietnamese Boat People as a Natural Experiment," Economic Journal, Royal Economic Society, vol. 128(612), pages 210-234, July.
    3. Cutler, David M. & Glaeser, Edward L. & Vigdor, Jacob L., 2008. "When are ghettos bad? Lessons from immigrant segregation in the United States," Journal of Urban Economics, Elsevier, vol. 63(3), pages 759-774, May.
    4. David M. Cutler & Edward L. Glaeser & Jacob L. Vigdor, 2008. "Is the Melting Pot Still Hot? Explaining the Resurgence of Immigrant Segregation," The Review of Economics and Statistics, MIT Press, vol. 90(3), pages 478-497, August.
    5. Bertoli, Simone & Fernández-Huertas Moraga, Jesús, 2015. "The size of the cliff at the border," Regional Science and Urban Economics, Elsevier, vol. 51(C), pages 1-6.
    6. 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.
    7. Krishna Patel & Francis Vella, 2013. "Immigrant Networks and Their Implications for Occupational Choice and Wages," The Review of Economics and Statistics, MIT Press, vol. 95(4), pages 1249-1277, October.
    8. Michel Beine & Simone Bertoli & Jesús Fernández-Huertas Moraga, 2016. "A Practitioners’ Guide to Gravity Models of International Migration," The World Economy, Wiley Blackwell, vol. 39(4), pages 496-512, April.
    9. George J. Borjas, 2021. "Ethnic Capital And Intergenerational Mobility," World Scientific Book Chapters, in: Foundational Essays in Immigration Economics, chapter 6, pages 107-134, World Scientific Publishing Co. Pte. Ltd..
    10. Angelo Mazza & Antonio Punzo, 2015. "On the Upward Bias of the Dissimilarity Index and Its Corrections," Sociological Methods & Research, , vol. 44(1), pages 80-107, February.
    11. Michel Beine & Luisito Bertinelli & rana Comertpay & Anastasia Litina & Jean-François Maystadt & Benteng Zou, 2019. "Refugee Mobility: Evidence from Phone Data in Turkey," DEM Discussion Paper Series 19-01, Department of Economics at the University of Luxembourg.
    12. Çaglar Özden & Michael Packard & Mathis Wagner, 2017. "International Migration and Wages," Revue d’économie du développement, De Boeck Université, vol. 25(3), pages 93-133.
    13. George J. Borjas, 2021. "Ethnicity, Neighborhoods, and Human-Capital Externalities," World Scientific Book Chapters, in: Foundational Essays in Immigration Economics, chapter 7, pages 135-160, World Scientific Publishing Co. Pte. Ltd..
    14. George J. Borjas, 2007. "Mexican Immigration to the United States," NBER Books, National Bureau of Economic Research, Inc, number borj06-1.
    15. Rebecca Allen & Simon Burgess & Russell Davidson & Frank Windmeijer, 2015. "More reliable inference for the dissimilarity index of segregation," Econometrics Journal, Royal Economic Society, vol. 18(1), pages 40-66, February.
    16. Gordon H. Hanson, 2006. "Illegal Migration from Mexico to the United States," Journal of Economic Literature, American Economic Association, vol. 44(4), pages 869-924, December.
    17. John Iceland & Melissa Scopilliti, 2008. "Immigrant residential segregation in U.S. metropolitan areas, 1990–2000," Demography, Springer;Population Association of America (PAA), vol. 45(1), pages 79-94, February.
    18. Pablo Ibarraran & Darren Lubotsky, 2007. "Mexican Immigration and Self-Selection: New Evidence from the 2000 Mexican Census," NBER Chapters, in: Mexican Immigration to the United States, pages 159-192, National Bureau of Economic Research, Inc.
    19. David M. Cutler & Edward L. Glaeser & Jacob L. Vigdor, 1999. "The Rise and Decline of the American Ghetto," Journal of Political Economy, University of Chicago Press, vol. 107(3), pages 455-506, June.
    20. Jessica Trounstine, 2016. "Segregation and Inequality in Public Goods," American Journal of Political Science, John Wiley & Sons, vol. 60(3), pages 709-725, July.
    21. Leonard, Jonathan S., 1987. "The interaction of residential segregation and employment discrimination," Journal of Urban Economics, Elsevier, vol. 21(3), pages 323-346, May.
    22. Erin Hamilton & Robin Savinar, 2015. "Two Sources of Error in Data on Migration From Mexico to the United States in Mexican Household-Based Surveys," Demography, Springer;Population Association of America (PAA), vol. 52(4), pages 1345-1355, August.
    23. Bertoli, Simone & Murard, Elie, 2020. "Migration and co-residence choices: Evidence from Mexico," Journal of Development Economics, Elsevier, vol. 142(C).
    24. Neal Marquez & Kiran Garimella & Ott Toomet & Ingmar G. Weber & Emilio Zagheni, 2019. "Segregation and sentiment: estimating refugee segregation and its effects using digital trace data," MPIDR Working Papers WP-2019-021, Max Planck Institute for Demographic Research, Rostock, Germany.
    25. World Bank, 2018. "Moving for Prosperity," World Bank Publications - Books, The World Bank Group, number 29806.
    26. Sveta Milusheva, 2020. "Predicting Dynamic Patterns of Short-Term Movement," The World Bank Economic Review, World Bank, vol. 34(Supplemen), pages 26-34.
    27. Gabriel Pestre & Emmanuel Letouzé & Emilio Zagheni, 2020. "The ABCDE of Big Data: Assessing Biases in Call-Detail Records for Development Estimates," The World Bank Economic Review, World Bank, vol. 34(Supplemen), pages 89-97.
    28. 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.
    29. Matthew Hall, 2013. "Residential Integration on the New Frontier: Immigrant Segregation in Established and New Destinations," Demography, Springer;Population Association of America (PAA), vol. 50(5), pages 1873-1896, October.
    30. Nina Cesare & Hedwig Lee & Tyler McCormick & Emma Spiro & Emilio Zagheni, 2018. "Promises and Pitfalls of Using Digital Traces for Demographic Research," Demography, Springer;Population Association of America (PAA), vol. 55(5), pages 1979-1999, October.
    31. Beine, Michel & Bertinelli, Luisito & Cömertpay, Rana & Litina, Anastasia & Maystadt, Jean-François, 2021. "A gravity analysis of refugee mobility using mobile phone data," Journal of Development Economics, Elsevier, vol. 150(C).
    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. Kayaoglu, Aysegul, 2022. "Do refugees cause crime?," World Development, Elsevier, vol. 154(C).
    2. Demirci, Murat & Kırdar, Murat Güray, 2023. "The labor market integration of Syrian refugees in Turkey," World Development, Elsevier, vol. 162(C).
    3. R. A. Babkin & A. G. Makhrova & D. M. Medvednikova, 2024. "Foreign Migrants in the Moscow Agglomeration: Spatio-Temporal Analysis Based on Mobile Network Operator Data," Regional Research of Russia, Springer, vol. 14(3), pages 420-430, September.
    4. 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.
    5. Sarah Stillman & Sandra V Rozo & Abdulrazzak Tamim & I Bailey Palmer & Emma Smith & Edward Miguel, 2022. "The Syrian refugee life study: first glance," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 38(3), pages 625-653.
    6. Zanoni, Wladimir & Díaz, Lina, 2024. "Discrimination against migrants and its determinants: Evidence from a Multi-Purpose Field Experiment in the Housing Rental Market," Journal of Development Economics, Elsevier, vol. 167(C).
    7. Stillman, Sarah & Rozo, Sandra V & Tamim, Abdulrazzak & Palmer, I Bailey & Smith, Emma & Miguel, Edward, 2022. "The Syrian refugee life study: first glance," Department of Economics, Working Paper Series qt6hr6f3wx, Department of Economics, Institute for Business and Economic Research, UC Berkeley.
    8. Sakketa, Tekalign Gutu, 2022. "Urbanisation and rural development in developing countries: A review of pathways and impacts," IDOS Discussion Papers 5/2022, German Institute of Development and Sustainability (IDOS).

    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. Ran Abramitzky & Leah Boustan, 2017. "Immigration in American Economic History," Journal of Economic Literature, American Economic Association, vol. 55(4), pages 1311-1345, December.
    2. Abramitzky, Ran & Boustan, Leah Platt & Eriksson, Katherine, 2013. "Have the poor always been less likely to migrate? Evidence from inheritance practices during the age of mass migration," Journal of Development Economics, Elsevier, vol. 102(C), pages 2-14.
    3. Simone Bertoli & Ilse Ruyssen, 2018. "Networks and migrants’ intended destination," Journal of Economic Geography, Oxford University Press, vol. 18(4), pages 705-728.
    4. Bredtmann, Julia & Nowotny, Klaus & Otten, Sebastian, 2020. "Linguistic distance, networks and migrants’ regional location choice," Labour Economics, Elsevier, vol. 65(C).
    5. Dustmann, Christian & Glitz, Albrecht, 2011. "Migration and Education," Handbook of the Economics of Education, in: Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), Handbook of the Economics of Education, edition 1, volume 4, chapter 0, pages 327-439, Elsevier.
    6. Michael S. Rendall & Susan W. Parker, 2014. "Two Decades of Negative Educational Selectivity of Mexican Migrants to the United States," Population and Development Review, The Population Council, Inc., vol. 40(3), pages 421-446, September.
    7. Gordon Hanson & Chen Liu & Craig McIntosh, 2017. "The Rise and Fall of U.S. Low-Skilled Immigration," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 48(1 (Spring), pages 83-168.
    8. Fernández-Huertas Moraga, Jesús, 2013. "Understanding different migrant selection patterns in rural and urban Mexico," Journal of Development Economics, Elsevier, vol. 103(C), pages 182-201.
    9. Elsner, Benjamin & Narciso, Gaia & Thijssen, Jacco J. J., 2013. "Migrant Networks and the Spread of Misinformation," IZA Discussion Papers 7863, Institute of Labor Economics (IZA).
    10. Sarah Bohn & Todd Pugatch, 2015. "U.S. Border Enforcement and Mexican Immigrant Location Choice," Demography, Springer;Population Association of America (PAA), vol. 52(5), pages 1543-1570, October.
    11. Michel Beine & Luisito Bertinelli & Rana Cömertpay & Anastasia Litina & Jean-François Maystadt, 2020. "The Gravity Model of Forced Displacement Using Mobile Phone Data," DEM Discussion Paper Series 20-13, Department of Economics at the University of Luxembourg.
    12. Gielen, Anne C. & Webbink, Dinand, 2023. "Unexpected Colonial Returns: Self-Selection and Economic Integration of Migrants over Multiple Generations," IZA Discussion Papers 16065, Institute of Labor Economics (IZA).
    13. Brian Duncan & Stephen J. Trejo, 2015. "Assessing the Socioeconomic Mobility and Integration of U.S. Immigrants and Their Descendants," The ANNALS of the American Academy of Political and Social Science, , vol. 657(1), pages 108-135, January.
    14. Florent Dubois & Christophe Muller, 2017. "Decomposing Well-being Measures in South Africa: The Contribution of Residential Segregation to Income Distribution," AMSE Working Papers 1719, Aix-Marseille School of Economics, France.
    15. Florent Dubois, 2017. "The Sources of Segregation," AMSE Working Papers 1720, Aix-Marseille School of Economics, France.
    16. Gröger, André, 2021. "Easy come, easy go? Economic shocks, labor migration and the family left behind," Journal of International Economics, Elsevier, vol. 128(C).
    17. Nina Neubecker & Marcel Smolka & Anne Steinbacher, 2017. "Networks And Selection In International Migration To Spain," Economic Inquiry, Western Economic Association International, vol. 55(3), pages 1265-1286, July.
    18. Bertoli, Simone & Murard, Elie, 2020. "Migration and co-residence choices: Evidence from Mexico," Journal of Development Economics, Elsevier, vol. 142(C).
    19. Di Maio, Michele & Leone Sciabolazza, Valerio & Molini, Vasco, 2023. "Migration in Libya: A spatial network analysis," World Development, Elsevier, vol. 163(C).
    20. Christian Dustmann & Albrecht Glitz & Uta Schönberg & Herbert Brücker, 2016. "Referral-based Job Search Networks," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 83(2), pages 514-546.

    More about this item

    Keywords

    Mobile phones; Call detail records; Segregation; Syrian refugees; Turkey;
    All these keywords.

    JEL classification:

    • O18 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Urban, Rural, Regional, and Transportation Analysis; Housing; Infrastructure
    • F22 - International Economics - - International Factor Movements and International Business - - - International Migration

    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:eee:deveco:v:152:y:2021:i:c:s0304387821000791. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/devec .

    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.