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Big Data for Sampling Design : The Venezuelan Migration Crisis in Ecuador

Author

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  • Munoz,Juan Eduardo
  • Gallegos Munoz,Jose Victor
  • Olivieri,Sergio Daniel

Abstract

The worsening of Ecuador's socioeconomic conditions and the rapid inflow of Venezuelan migrants demand a rapid government response. Representative information on the migration and host communities is vital for evidence-based policy design. This study presents an innovative methodology based on the use of big data for sampling design of a representative survey of migrants and host communities' populations. This approach tackles the difficulties posed by the lack of information on the total number of Venezuelan migrants—regular and irregular—and their geographical location in the country. The total estimated population represents about 3 percent of the total Ecuadoran population. Venezuelans settled across urban areas, mainly in Quito, Guayaquil, and Manta (Portoviejo). The strategy implemented may be useful in designing similar exercises in countries with limited information (that is, lack of a recent census or migratory registry) and scarce resources for rapidly gathering socioeconomic data on migrants and host communities for policy design.

Suggested Citation

  • Munoz,Juan Eduardo & Gallegos Munoz,Jose Victor & Olivieri,Sergio Daniel, 2020. "Big Data for Sampling Design : The Venezuelan Migration Crisis in Ecuador," Policy Research Working Paper Series 9329, The World Bank.
    • Handle: RePEc:wbk:wbrwps:9329
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    References listed on IDEAS

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    1. Joseph G. Altonji & Todd E. Elder & Christopher R. Taber, 2005. "Selection on Observed and Unobserved Variables: Assessing the Effectiveness of Catholic Schools," Journal of Political Economy, University of Chicago Press, vol. 113(1), pages 151-184, February.
    2. Martin Wittenberg, 2010. "An introduction to maximum entropy and minimum cross-entropy estimation using Stata," Stata Journal, StataCorp LP, vol. 10(3), pages 315-330, September.
    3. World Bank, 2018. "Poverty and Shared Prosperity 2018 [Rapport 2018 sur la pauvreté et la prospérité partagée]," World Bank Publications - Books, The World Bank Group, number 30418.
    4. Asian Development Bank (ADB), 2014. "Purchasing Power Parities and Real Expenditures," ADB Reports RPT146710-2, Asian Development Bank (ADB), revised 19 Aug 2014.
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