IDEAS home Printed from https://ideas.repec.org/a/nat/nathum/v6y2022i5d10.1038_s41562-022-01336-4.html
   My bibliography  Save this article

Mobile phone data reveal the effects of violence on internal displacement in Afghanistan

Author

Listed:
  • Xiao Hui Tai

    (University of California)

  • Shikhar Mehra

    (University of California)

  • Joshua E. Blumenstock

    (University of California)

Abstract

Nearly 50 million people globally have been internally displaced due to conflict, persecution and human rights violations. However, the study of internally displaced persons—and the design of policies to assist them—is complicated by the fact that these people are often underrepresented in surveys and official statistics. We develop an approach to measure the impact of violence on internal displacement using anonymized high-frequency mobile phone data. We use this approach to quantify the short- and long-term impacts of violence on internal displacement in Afghanistan, a country that has experienced decades of conflict. Our results highlight how displacement depends on the nature of violence. High-casualty events, and violence involving the Islamic State, cause the most displacement. Provincial capitals act as magnets for people fleeing violence in outlying areas. Our work illustrates the potential for non-traditional data sources to facilitate research and policymaking in conflict settings.

Suggested Citation

  • Xiao Hui Tai & Shikhar Mehra & Joshua E. Blumenstock, 2022. "Mobile phone data reveal the effects of violence on internal displacement in Afghanistan," Nature Human Behaviour, Nature, vol. 6(5), pages 624-634, May.
  • Handle: RePEc:nat:nathum:v:6:y:2022:i:5:d:10.1038_s41562-022-01336-4
    DOI: 10.1038/s41562-022-01336-4
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41562-022-01336-4
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1038/s41562-022-01336-4?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. Guanghua Chi & Fengyang Lin & Guangqing Chi & Joshua Blumenstock, 2020. "A general approach to detecting migration events in digital trace data," PLOS ONE, Public Library of Science, vol. 15(10), pages 1-17, October.
    2. Jonathan J. Azose & Adrian E. Raftery, 2019. "Estimation of emigration, return migration, and transit migration between all pairs of countries," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 116(1), pages 116-122, January.
    3. Kurt Schmidheiny & Sebastian Siegloch, 2019. "On Event Study Designs and Distributed-Lag Models: Equivalence, Generalization and Practical Implications," CESifo Working Paper Series 7481, CESifo.
    4. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769.
    5. Diego Esparza & Jessica Lucas & Enrique Martinez & James Meernik & Ignacio Molinero & Victoria Nevarez, 2020. "Movement of the people: Violence and internal displacement," International Area Studies Review, Center for International Area Studies, Hankuk University of Foreign Studies, vol. 23(3), pages 233-250, September.
    6. Blumenstock, Joshua E. & Eagle, Nathan & Fafchamps, Marcel, 2016. "Airtime transfers and mobile communications: Evidence in the aftermath of natural disasters," Journal of Development Economics, Elsevier, vol. 120(C), pages 157-181.
    7. Kurt Schmidheiny & Sebastian Siegloch, 2023. "On event studies and distributed‐lags in two‐way fixed effects models: Identification, equivalence, and generalization," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 38(5), pages 695-713, August.
    8. Robert Lucas, 2016. "Internal Migration in Developing Economies: An Overview," Working Papers id:8818, eSocialSciences.
    9. Engel, Stefanie & Ibáñez, Ana María, 2007. "Displacement Due to Violence in Colombia: A Household-Level Analysis," Economic Development and Cultural Change, University of Chicago Press, vol. 55(2), pages 335-365, January.
    10. Silvia Ferrari & Francisco Cribari-Neto, 2004. "Beta Regression for Modelling Rates and Proportions," Journal of Applied Statistics, Taylor & Francis Journals, vol. 31(7), pages 799-815.
    11. Engel, Stefanie & Ibanez, Ana Maria, 2007. "Displacement Due to Violence in Colombia: A Household-Level Analysis," Economic Development and Cultural Change, University of Chicago Press, vol. 55(2), pages 335-365, January.
    12. Luke N. Condra & James D. Long & Andrew C. Shaver & Austin L. Wright, 2018. "The Logic of Insurgent Electoral Violence," American Economic Review, American Economic Association, vol. 108(11), pages 3199-3231, November.
    13. Lyall, Jason & Blair, Graeme & Imai, Kosuke, 2013. "Explaining Support for Combatants during Wartime: A Survey Experiment in Afghanistan," American Political Science Review, Cambridge University Press, vol. 107(4), pages 679-705, November.
    14. Marta C. González & César A. Hidalgo & Albert-László Barabási, 2009. "Understanding individual human mobility patterns," Nature, Nature, vol. 458(7235), pages 238-238, March.
    15. Mattia Mazzoli & Boris Diechtiareff & Antònia Tugores & Willian Wives & Natalia Adler & Pere Colet & José J Ramasco, 2020. "Migrant mobility flows characterized with digital data," PLOS ONE, Public Library of Science, vol. 15(3), pages 1-20, March.
    16. Prakash Adhikari, 2013. "Conflict‐Induced Displacement, Understanding the Causes of Flight," American Journal of Political Science, John Wiley & Sons, vol. 57(1), pages 82-89, January.
    17. Kosuke Imai & In Song Kim, 2019. "When Should We Use Unit Fixed Effects Regression Models for Causal Inference with Longitudinal Data?," American Journal of Political Science, John Wiley & Sons, vol. 63(2), pages 467-490, April.
    18. Lyall, Jason, 2019. "Civilian Casualties, Humanitarian Aid, and Insurgent Violence in Civil Wars," International Organization, Cambridge University Press, vol. 73(4), pages 901-926, October.
    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. Oeindrila Dube & Joshua E. Blumenstock & Michael Callen & Michael J. Callen, 2022. "Measuring Religion from Behavior: Climate Shocks and Religious Adherence in Afghanistan," CESifo Working Paper Series 10114, 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. Fonner, Robert & Bohara, Alok K & Archambault, Stephen, 2018. "Migration Choices during Conflict in Nepal: Pull Forces and Landscape Interactions," International Journal of Development and Conflict, Gokhale Institute of Politics and Economics, vol. 8(2), pages 46-61.
    2. Jennifer A. Delaney & Tyler D. Kearney, 2022. "TV Networks for College Sports: Implications for Institutional Subsidies," Research in Higher Education, Springer;Association for Institutional Research, vol. 63(7), pages 1158-1203, November.
    3. Kuhnt, Jana, 2019. "Literature review: drivers of migration. Why do people leave their homes? Is there an easy answer? A structured overview of migratory determinants," IDOS Discussion Papers 9/2019, German Institute of Development and Sustainability (IDOS).
    4. Selod, Harris & Shilpi, Forhad, 2021. "Rural-urban migration in developing countries: Lessons from the literature," Regional Science and Urban Economics, Elsevier, vol. 91(C).
    5. Diego Esparza & Jessica Lucas & Enrique Martinez & James Meernik & Ignacio Molinero & Victoria Nevarez, 2020. "Movement of the people: Violence and internal displacement," International Area Studies Review, Center for International Area Studies, Hankuk University of Foreign Studies, vol. 23(3), pages 233-250, September.
    6. Maclean, J. Catherine & Pichler, Stefan & Ziebarth, Nicolas R., 2020. "Mandated Sick Pay: Coverage, Utilization, and Welfare Effects," IZA Discussion Papers 13132, Institute of Labor Economics (IZA).
    7. Balcilar, Mehmet & Nugent, Jeffrey B., 2019. "The migration of fear: An analysis of migration choices of Syrian refugees," The Quarterly Review of Economics and Finance, Elsevier, vol. 73(C), pages 95-110.
    8. Blesse, Sebastian & Diegmann, André, 2022. "The place-based effects of police stations on crime: Evidence from station closures," Journal of Public Economics, Elsevier, vol. 207(C).
    9. Ana María Ibá-ez, 2014. "Growth in forced displacement: cross-country, sub-national and household evidence on potential determinants," Chapters, in: Robert E.B. Lucas (ed.), International Handbook on Migration and Economic Development, chapter 13, pages 350-387, Edward Elgar Publishing.
    10. Myers, Caitlin & Ladd, Daniel, 2020. "Did parental involvement laws grow teeth? The effects of state restrictions on minors’ access to abortion," Journal of Health Economics, Elsevier, vol. 71(C).
    11. Malgouyres, Clément & Mayer, Thierry & Mazet-Sonilhac, Clément, 2021. "Technology-induced trade shocks? Evidence from broadband expansion in France," Journal of International Economics, Elsevier, vol. 133(C).
    12. Tobias Schlegel & Curdin Pfister & Dietmar Harhoff & Uschi Backes-Gellner, 2022. "Innovation effects of universities of applied sciences: an assessment of regional heterogeneity," The Journal of Technology Transfer, Springer, vol. 47(1), pages 63-118, February.
    13. Baez, Javier E., 2011. "Civil wars beyond their borders: The human capital and health consequences of hosting refugees," Journal of Development Economics, Elsevier, vol. 96(2), pages 391-408, November.
    14. David Escamilla-Guerrero & Edward Kosack & Zachary Ward, 2023. "The Impact of Violence during the Mexican Revolution on Migration to the United States," NBER Working Papers 31531, National Bureau of Economic Research, Inc.
    15. Maxim Ananyev & Michael Poyker & Yuan Tian, 2021. "The safest time to fly: pandemic response in the era of Fox News," Journal of Population Economics, Springer;European Society for Population Economics, vol. 34(3), pages 775-802, July.
    16. Richard Bluhm & Christian Lessmann & Paul Schaudt, 2021. "The Political Geography of Cities," SoDa Laboratories Working Paper Series 2021-11, Monash University, SoDa Laboratories.
    17. Patricia Justino & Olga Shemyakina, 2012. "Remittances and labor supply in post-conflict Tajikistan," IZA Journal of Labor & Development, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 1(1), pages 1-28, December.
    18. Yoshito Takasaki, 2013. "Do natural disasters beget fraud victimization?: Unrealized coping through labor migration among the poor," Tsukuba Economics Working Papers 2013-002, Faculty of Humanities and Social Sciences, University of Tsukuba.
    19. Geschwind, Stephan & Roesel, Felix, 2022. "Taxation under direct democracy," Journal of Economic Behavior & Organization, Elsevier, vol. 200(C), pages 536-554.
    20. Marius Brülhart & Jonathan Gruber & Matthias Krapf & Kurt Schmidheiny, 2016. "Taxing Wealth: Evidence from Switzerland," CESifo Working Paper Series 5966, CESifo.

    More about this item

    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:nat:nathum:v:6:y:2022:i:5:d:10.1038_s41562-022-01336-4. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.nature.com .

    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.