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Dataset of Multi-Aspect Integrated Migration Indicators

Author

Listed:
  • Diletta Goglia

    (Department of Computer Science, University of Pisa, 56127 Pisa, Italy)

  • Laura Pollacci

    (Department of Computer Science, University of Pisa, 56127 Pisa, Italy)

  • Alina Sîrbu

    (Department of Computer Science, University of Pisa, 56127 Pisa, Italy)

Abstract

Nowadays, new branches of research are proposing the use of non-traditional data sources for the study of migration trends in order to find an original methodology to answer open questions about cross-border human mobility. New knowledge extracted from these data must be validated using traditional data, which are however distributed across different sources and difficult to integrate. In this context we present the Multi-aspect Integrated Migration Indicators (MIMI) dataset, a new dataset of migration indicators (flows and stocks) and possible migration drivers (cultural, economic, demographic and geographic indicators). This was obtained through acquisition, transformation and integration of disparate traditional datasets together with social network data from Facebook (Social Connectedness Index). This article describes the process of gathering, embedding and merging traditional and novel variables, resulting in this new multidisciplinary dataset that we believe could significantly contribute to nowcast/forecast bilateral migration trends and migration drivers.

Suggested Citation

  • Diletta Goglia & Laura Pollacci & Alina Sîrbu, 2023. "Dataset of Multi-Aspect Integrated Migration Indicators," Data, MDPI, vol. 8(9), pages 1-31, August.
    • Handle: RePEc:gam:jdataj:v:8:y:2023:i:9:p:139-:d:1229845
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    References listed on IDEAS

    as
    1. Kaasa, Anneli & Vadi, Maaja & Varblane, Urmas, 2016. "A new dataset of cultural distances for European countries and regions," Research in International Business and Finance, Elsevier, vol. 37(C), pages 231-241.
    2. Del Fava, Emanuele & Wiśniowsk, Arkadiusz & Zagheni, Emilio, 2019. "Modelling International Migration Flows by Integrating Multiple Data Sources," SocArXiv cma5h, Center for Open Science.
    3. Joop Beer & James Raymer & Rob Erf & Leo Wissen, 2010. "Overcoming the Problems of Inconsistent International Migration data: A New Method Applied to Flows in Europe [Surmonter les problèmes d’incohérences des données sur les migrations internationales:," European Journal of Population, Springer;European Association for Population Studies, vol. 26(4), pages 459-481, November.
    4. Michael Bailey & Rachel Cao & Theresa Kuchler & Johannes Stroebel & Arlene Wong, 2018. "Social Connectedness: Measurement, Determinants, and Effects," Journal of Economic Perspectives, American Economic Association, vol. 32(3), pages 259-280, Summer.
    5. Caglar Ozden & Hillel Rapoport, 2018. "Cross‐country Perspectives on Migration and Development: Introduction," Economic Journal, Royal Economic Society, vol. 128(612), pages 174-178, July.
    6. Bailey, Michael & Farrell, Patrick & Kuchler, Theresa & Stroebel, Johannes, 2020. "Social connectedness in urban areas," Journal of Urban Economics, Elsevier, vol. 118(C).
    7. Martin Bell & Elin Charles-Edwards & Philipp Ueffing & John Stillwell & Marek Kupiszewski & Dorota Kupiszewska, 2015. "Internal Migration and Development: Comparing Migration Intensities Around the World," Population and Development Review, The Population Council, Inc., vol. 41(1), pages 33-58, March.
    8. Ahmad Wali Ahmad-Yar & Tuba Bircan, 2021. "Anatomy of a Misfit: International Migration Statistics," Sustainability, MDPI, vol. 13(7), pages 1-22, April.
    9. Monica Alexander & Kivan Polimis & Emilio Zagheni, 2022. "Combining Social Media and Survey Data to Nowcast Migrant Stocks in the United States," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 41(1), pages 1-28, February.
    10. Bilal Abu-Salih & Pornpit Wongthongtham & Dengya Zhu & Kit Yan Chan & Amit Rudra, 2021. "Social Big Data: An Overview and Applications," Springer Books, in: Social Big Data Analytics, chapter 0, pages 1-14, Springer.
    11. Michael Bailey & Theresa Kuchler & Dominic Russel & Bogdan State & Johannes Stroebel, 2020. "The Determinants and Effects of Social Connectedness in Europe," CESifo Working Paper Series 8310, CESifo.
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