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Migration and Online Job Search: A Gravity Model Approach

Author

Listed:
  • Tara Sinclair

    (George Washington University)

  • Mariano Mamertino

    (Indeed Hiring Lab)

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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Suggested Citation

  • Tara Sinclair & Mariano Mamertino, 2018. "Migration and Online Job Search: A Gravity Model Approach," Working Papers 2018-3, The George Washington University, Institute for International Economic Policy.
    • Handle: RePEc:gwi:wpaper:2018-3
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    Citations

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    Cited by:

    1. 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.
    2. Mohammad Azeem Khan & Zeenat Fatima & Sumbul Fatima, 2023. "Revisiting the Gravity Model of Migration," Foreign Trade Review, , vol. 58(2), pages 329-349, May.
    3. Faryna, Oleksandr & Pham, Tho & Talavera, Oleksandr & Tsapin, Andriy, 2020. "Wage Setting and Unemployment: Evidence from Online Job Vacancy Data," GLO Discussion Paper Series 503, Global Labor Organization (GLO).
    4. 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).
    5. Yiyang Sun & Guolin Hou, 2021. "Analysis on the Spatial-Temporal Evolution Characteristics and Spatial Network Structure of Tourism Eco-Efficiency in the Yangtze River Delta Urban Agglomeration," IJERPH, MDPI, vol. 18(5), pages 1-29, March.
    6. Guilherme Bandeira & Jordi Caballe & Eugenia Vella, 2020. "Emigration and Fiscal Austerity in a Depression," DEOS Working Papers 2035, Athens University of Economics and Business.
    7. Lu, Lan & Yin, Shuiying & Wen, Fuying & Xu, Qingqing, 2023. "The spatial structure of labour force employment in China’s industries: Measurement and extraction," Economic Analysis and Policy, Elsevier, vol. 77(C), pages 472-486.
    8. Bandeira, Guilherme & Caballé, Jordi & Vella, Eugenia, 2022. "Emigration and fiscal austerity in a depression," Journal of Economic Dynamics and Control, Elsevier, vol. 144(C).
    9. Jong, Meng-Chang & Hong, Puah & Arip, Mohammad Affendy, 2020. "Modelling Tourism Demand: An Augmented Gravity Model," Jurnal Ekonomi Malaysia, Faculty of Economics and Business, Universiti Kebangsaan Malaysia, vol. 54(2), pages 105-112.
    10. 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.
    11. 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.

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    More about this item

    Keywords

    international migration; labor mobility; online labor markets; European Union; Brexit;
    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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