IDEAS home Printed from https://ideas.repec.org/a/gam/jdataj/v8y2023i9p139-d1229845.html
   My bibliography  Save this article

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
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2306-5729/8/9/139/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2306-5729/8/9/139/
    Download Restriction: no
    ---><---

    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.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Kuchler, Theresa & Russel, Dominic & Stroebel, Johannes, 2022. "JUE Insight: The geographic spread of COVID-19 correlates with the structure of social networks as measured by Facebook," Journal of Urban Economics, Elsevier, vol. 127(C).
    2. Diemer, Andreas & Regan, Tanner, 2022. "No inventor is an island: Social connectedness and the geography of knowledge flows in the US," Research Policy, Elsevier, vol. 51(2).
    3. Bailey, Michael & Gupta, Abhinav & Hillenbrand, Sebastian & Kuchler, Theresa & Richmond, Robert & Stroebel, Johannes, 2021. "International trade and social connectedness," Journal of International Economics, Elsevier, vol. 129(C).
    4. Nguyen, Giang & Nguyen, My & Pham, Anh Viet & Pham, Man Duy (Marty), 2023. "Navigating investment decisions with social connectedness: Implications for venture capital," Journal of Banking & Finance, Elsevier, vol. 155(C).
    5. Oliver Rehbein & Simon Rother, 2020. "The Role of Social Networks in Bank Lending," ECONtribute Discussion Papers Series 033, University of Bonn and University of Cologne, Germany.
    6. Yoon, Jisung & Park, Jinseo & Yun, Jinhyuk & Jung, Woo-Sung, 2023. "Quantifying knowledge synchronization with the network-driven approach," Journal of Informetrics, Elsevier, vol. 17(4).
    7. Mayer, Maximilian, 2023. "Climate change concerns and information spillovers from socially-connected friends," IWH Discussion Papers 2/2023, Halle Institute for Economic Research (IWH).
    8. Michael Bailey & Drew Johnston & Martin Koenen & Theresa Kuchler & Dominic Russel & Johannes Stroebel, 2022. "The Social Integration of International Migrants: Evidence from the Networks of Syrians in Germany," CESifo Working Paper Series 9680, CESifo.
    9. Barth, James R. & Hu, Qinyou & Sickles, Robin & Sun, Yanfei & Yu, Xiaoyu, 2024. "Direct and indirect impacts of natural disasters on banks: A spatial framework," Journal of Financial Stability, Elsevier, vol. 70(C).
    10. Bailey, Michael & Farrell, Patrick & Kuchler, Theresa & Stroebel, Johannes, 2020. "Social connectedness in urban areas," Journal of Urban Economics, Elsevier, vol. 118(C).
    11. Büchel, Konstantin & Ehrlich, Maximilian v., 2020. "Cities and the structure of social interactions: Evidence from mobile phone data," Journal of Urban Economics, Elsevier, vol. 119(C).
    12. Jun Sung Kim & Eleonora Patacchini & Pierre M. Picard & Yves Zenou, 2023. "Spatial interactions," Quantitative Economics, Econometric Society, vol. 14(4), pages 1295-1335, November.
    13. Giang Nguyen & My Nguyen & Anh Viet Pham & Man Duy Marty Pham, 2023. "Navigating investment decisions with social connectedness : Implications for venture capital," Post-Print hal-04325756, HAL.
    14. Cramer, Kim Fe & Koont, Naz, 2021. "Peer effects in deposit markets," LSE Research Online Documents on Economics 119192, London School of Economics and Political Science, LSE Library.
    15. Zhai, Muxin & Kishan, Ruby P. & Showalter, Dean, 2022. "Social capital and suicidal behaviors: Evidence from the United States counties," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 98(C).
    16. Kuchler, Theresa & Pagel, Michaela, 2021. "Sticking to your plan: The role of present bias for credit card paydown," Journal of Financial Economics, Elsevier, vol. 139(2), pages 359-388.
    17. Bert Leysen & Pieter-Paul Verhaeghe, 2023. "Searching for migration: estimating Japanese migration to Europe with Google Trends data," Quality & Quantity: International Journal of Methodology, Springer, vol. 57(5), pages 4603-4631, October.
    18. Abraham, Samira S. & Lanzara, Gianandrea & Lazzaroni, Sara & Masella, Paolo & Squicciarini, Mara P., 2024. "Spatial and historical drivers of fake news diffusion: Evidence from anti-Muslim discrimination in India," Journal of Urban Economics, Elsevier, vol. 141(C).
    19. D, Sadish, 2021. "Trauma Propagation in Social Networks," MPRA Paper 106491, University Library of Munich, Germany.
    20. Lisa Singh & Carole Roan Gresenz, 2022. "Social Media Data for Firearms Research: Promise and Perils," The ANNALS of the American Academy of Political and Social Science, , vol. 704(1), pages 267-291, November.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jdataj:v:8:y:2023:i:9:p:139-:d:1229845. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.