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Migration and online job search: A gravity model approach

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  • Mamertino, Mariano
  • Sinclair, Tara M.
Abstract
In this study we introduce a new potential data source on migration intentions in the form of online job seekers actively searching for a job in a country other than their current location. We characterize job seeker interest across national borders by measuring user behavior on a major job search website. We show the job search data are strongly positively related to available OECD migration data and also find that in a gravity model both the determinants and the relative importance of the determinants for job search are similar to those in the literature for realized migration.

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  • Mamertino, Mariano & Sinclair, Tara M., 2019. "Migration and online job search: A gravity model approach," Economics Letters, Elsevier, vol. 181(C), pages 51-53.
    • Handle: RePEc:eee:ecolet:v:181:y:2019:i:c:p:51-53
    DOI: 10.1016/j.econlet.2019.05.005
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    2. Oleksandr Faryna & Tho Pham & Oleksandr Talavera & Andriy Tsapin, 2020. "Wage Setting and Unemployment: Evidence from Online Job Vacancy Data," Economics Discussion Papers em-dp2020-02, Department of Economics, University of Reading.
    3. Caglayan, Mustafa & Talavera, Oleksandr & Xiong, Lin, 2022. "Female small business owners in China: Discouraged, not discriminated," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 80(C).
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    7. Faryna, Oleksandr & Pham, Tho & Talavera, Oleksandr & Tsapin, Andriy, 2022. "Wage and unemployment: Evidence from online job vacancy data," Journal of Comparative Economics, Elsevier, vol. 50(1), pages 52-70.
    8. Anthony Amoah & Carlos Tetteh & Kofi Korle & Samuel Howard Quartey, 2022. "Human Development and Net Migration: the Ghanaian Experience," Journal of International Migration and Integration, Springer, vol. 23(3), pages 1147-1172, September.
    9. Byrne, Stephen & McIndoe-Calder, Tara, 2019. "Employment Growth: Where Do We Go From Here?," Quarterly Bulletin Articles, Central Bank of Ireland, pages 122-148, July.
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    More about this item

    Keywords

    International migration; Labor mobility; Online labor markets; European union;
    All these keywords.

    JEL classification:

    • J6 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers
    • J4 - Labor and Demographic Economics - - Particular Labor Markets
    • F22 - International Economics - - International Factor Movements and International Business - - - International Migration
    • O15 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Economic Development: Human Resources; Human Development; Income Distribution; Migration

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