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Using Mobile Phone Data to Reduce Spread of Disease

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  • Milusheva,Sveta

Abstract

While human mobility has important benefits for economic growth, it can generate negative externalities. This paper studies the effect of mobility on the spread of disease in a low-incidence setting when people do not internalize their risks to others. Using malaria as a case study and 15 billion mobile phone records across nine million SIM cards, this paper causally quantifies the relationship between travel and the spread of disease. The estimates indicate that an infected traveler contributes to 1.7 additional cases reported in the health facility at the traveler's destination. This paper develops a simulation-based policy tool that uses mobile phone data to inform strategic targeting of travelers based on their origins and destinations. The simulations suggest that targeting informed by mobile phone data could reduce the caseload by 50 percent more than current strategies that rely only on previous incidence.

Suggested Citation

  • Milusheva,Sveta, 2020. "Using Mobile Phone Data to Reduce Spread of Disease," Policy Research Working Paper Series 9198, The World Bank.
  • Handle: RePEc:wbk:wbrwps:9198
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    as
    1. Jérôme Adda, 2016. "Economic Activity and the Spread of Viral Diseases: Evidence from High Frequency Data," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(2), pages 891-941.
    2. Janet Currie & Tom Vogl, 2013. "Early-Life Health and Adult Circumstance in Developing Countries," Annual Review of Economics, Annual Reviews, vol. 5(1), pages 1-36, May.
    3. Bénédicte Apouey & Gabriel Picone & Joshua Wilde, 2018. "The Economics of Malaria Prevention," Post-Print halshs-02117636, HAL.
    4. Armand, Alex & Carneiro, Pedro & Locatelli, Andrea & Mihreteab, Selam & Keating, Joseph, 2017. "Do public health interventions crowd out private health investments? Malaria control policies in Eritrea," Labour Economics, Elsevier, vol. 45(C), pages 107-115.
    5. Catalina Herrera & David Sahn, 2013. "Determinants of Internal Migration among Senegalese Youth," CERDI Working papers halshs-00826995, HAL.
    6. Hong, Sok Chul, 2011. "Malaria and Economic Productivity: A Longitudinal Analysis of the American Case," The Journal of Economic History, Cambridge University Press, vol. 71(3), pages 654-671, September.
    7. 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.
    8. Catalina Herrera & David Sahn, 2013. "Determinants of Internal Migration among Senegalese Youth," CERDI Working papers halshs-00826995, HAL.
    9. Emily Oster, 2012. "Routes Of Infection: Exports And Hiv Incidence In Sub-Saharan Africa," Journal of the European Economic Association, European Economic Association, vol. 10(5), pages 1025-1058, October.
    10. Daniel Björkegren & Darrell Grissen, 0. "Behavior Revealed in Mobile Phone Usage Predicts Credit Repayment," The World Bank Economic Review, World Bank, vol. 34(3), pages 618-634.
    11. Venkataramani, Atheendar S., 2012. "Early life exposure to malaria and cognition in adulthood: Evidence from Mexico," Journal of Health Economics, Elsevier, vol. 31(5), pages 767-780.
    12. Christopher J Thomas & Dónall E Cross & Claus Bøgh, 2013. "Landscape Movements of Anopheles gambiae Malaria Vector Mosquitoes in Rural Gambia," PLOS ONE, Public Library of Science, vol. 8(7), pages 1-7, July.
    13. Alessandro Tarozzi & Aprajit Mahajan & Brian Blackburn & Dan Kopf & Lakshmi Krishnan & Joanne Yoong, 2014. "Micro-loans, Insecticide-Treated Bednets, and Malaria: Evidence from a Randomized Controlled Trial in Orissa, India," American Economic Review, American Economic Association, vol. 104(7), pages 1909-1941, July.
    14. Hong, Sok Chul, 2013. "Malaria: An early indicator of later disease and work level," Journal of Health Economics, Elsevier, vol. 32(3), pages 612-632.
    15. Jessica Cohen & Pascaline Dupas & Simone Schaner, 2015. "Price Subsidies, Diagnostic Tests, and Targeting of Malaria Treatment: Evidence from a Randomized Controlled Trial," American Economic Review, American Economic Association, vol. 105(2), pages 609-645, February.
    16. Laxminarayan, Ramanan & Parry, Ian W.H. & Smith, David L. & Klein, Eili Y., 2010. "Should new antimalarial drugs be subsidized?," Journal of Health Economics, Elsevier, vol. 29(3), pages 445-456, May.
    17. Barofsky, Jeremy & Anekwe, Tobenna D. & Chase, Claire, 2015. "Malaria eradication and economic outcomes in sub-Saharan Africa: Evidence from Uganda," Journal of Health Economics, Elsevier, vol. 44(C), pages 118-136.
    18. Christopher Ksoll, Janny Aker, Danielle Miller, Karla C. Perez-Mendoza, and Susan L. Smalley, 2014. "Learning without Teachers? A Randomized Experiment of a Mobile Phone-Based Adult Education Program in Los Angeles - Working Paper 368," Working Papers 368, Center for Global Development.
    19. Hoyt Bleakley, 2010. "Malaria Eradication in the Americas: A Retrospective Analysis of Childhood Exposure," American Economic Journal: Applied Economics, American Economic Association, vol. 2(2), pages 1-45, April.
    20. Andrew Dillon & Jed Friedman & Pieter Serneels, 0. "Health Information, Treatment, and Worker Productivity," Journal of the European Economic Association, European Economic Association, vol. 19(2), pages 1077-1115.
    21. Adhvaryu, Achyuta, 2011. "Learning, Misallocation, and Technology Adoption: Evidence from New Malaria Therapy in Tanzania," Working Papers 92, Yale University, Department of Economics.
    22. Achyuta Adhvaryu, 2014. "Learning, Misallocation, and Technology Adoption: Evidence from New Malaria Therapy in Tanzania," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 81(4), pages 1331-1365.
    23. Jessica Cohen & Pascaline Dupas, 2010. "Free Distribution or Cost-Sharing? Evidence from a Randomized Malaria Prevention Experiment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(1), pages 1-45.
    24. Jose G. Montalvo & Marta Reynal-Querol, 2007. "Fighting against Malaria: Prevent Wars while Waiting for the "Miraculous" Vaccine," The Review of Economics and Statistics, MIT Press, vol. 89(1), pages 165-177, February.
    25. Nickell, Stephen J, 1981. "Biases in Dynamic Models with Fixed Effects," Econometrica, Econometric Society, vol. 49(6), pages 1417-1426, November.
    26. Aker, Jenny C. & Ksoll, Christopher, 2019. "Call me educated: Evidence from a mobile phone experiment in Niger✰," Economics of Education Review, Elsevier, vol. 72(C), pages 239-257.
    27. David Cutler & Winnie Fung & Michael Kremer & Monica Singhal & Tom Vogl, 2010. "Early-Life Malaria Exposure and Adult Outcomes: Evidence from Malaria Eradication in India," American Economic Journal: Applied Economics, American Economic Association, vol. 2(2), pages 72-94, April.
    28. Adrienne M. Lucas, 2010. "Malaria Eradication and Educational Attainment: Evidence from Paraguay and Sri Lanka," American Economic Journal: Applied Economics, American Economic Association, vol. 2(2), pages 46-71, April.
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    Keywords

    Malaria; Leprosy; Communicable Diseases; Cholera; Health Care Services Industry; Pharmaceuticals&Pharmacoeconomics; Pharmaceuticals Industry; Telecommunications Infrastructure; Health Economics&Finance;
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