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

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  • 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
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    References listed on IDEAS

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    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. 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.
    4. 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.
    5. Kurt Schmidheiny & Sebastian Siegloch, 2019. "On Event Study Designs and Distributed-Lag Models: Equivalence, Generalization and Practical Implications," CESifo Working Paper Series 7481, CESifo.
    6. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769.
    7. 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.
    8. 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.
    9. 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.
    10. 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.
    11. 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.
    12. Marta C. González & César A. Hidalgo & Albert-László Barabási, 2009. "Understanding individual human mobility patterns," Nature, Nature, vol. 458(7235), pages 238-238, March.
    13. Robert Lucas, 2016. "Internal Migration in Developing Economies: An Overview," Working Papers id:8818, eSocialSciences.
    14. 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.
    15. 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.
    16. 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.
    17. 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.
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    1. Vesco, P. & Baliki, G. & Brück, T. & Döring, S. & Eriksson, A. & Fjelde, H. & Guha-Sapir, D. & Hall, J. & Knutsen, C. H. & Leis, M. R. & Mueller, H. & Rauh, C. & Rudolfsen, I. & Swain, A., 2024. "The Impacts of Armed Conflict on Human Development," Cambridge Working Papers in Economics 2462, Faculty of Economics, University of Cambridge.
    2. Oeindrila Dube & Joshua Blumenstock & Michael Callen, 2022. "Measuring Religion from Behavior: Climate Shocks and Religious Adherence in Afghanistan," NBER Working Papers 30694, National Bureau of Economic Research, Inc.
    3. Jafarov, Jafar & Singh, Tejendra Pratap, 2024. "Harvesting Hunger: The Impact of Opium Ban on Food Security in Afghanistan," OSF Preprints bm3yw, Center for Open Science.

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