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Exploring Sixty-Two Years of Research on Immigrants’ Integration Using Structural Topic Modeling-Based Bibliometric Analysis

Author

Listed:
  • Robert Djogbenou

    (Université de Montréal)

  • Vissého Adjiwanou

    (Université du Québec à Montréal)

  • Solène Lardoux

    (Université de Montréal)

Abstract

The research on immigrant integration is a dynamic interdisciplinary domain with rich and diverse literature. Considering the numerous studies in this domain, it is valuable to provide a comprehensive mapping to understand the research landscape resource and facilitate collaborations. This article combines Structural Topic modeling with bibliometric analysis to identify key research topics on immigrant integration. Applying these methods to 70890 abstracts published between 1960 and 2022, we identified 30 key research topics. We also tracked their prevalence over time, correlations and distributions within institutions and countries, funding effects, and countries’ collaborations. The results indicate that the most discussed topics are integration theory, economic integration, education, residential segregation, integration policy, language, religious diversity, cultural participation, identity & belonging, racism & discrimination, political participation, health & welfare, research methods, demographic issues, gender & violence. Moreover, some of these topics were highly prominent in earlier periods and nearly non-existent in later years, while others emerged only recently. Specific topics maintained consistent significance over time. Analyses of correlations and trends reveal clusters of topics and diverse distributions across countries and research institutions. The implications of these results can benefit researchers, helping them better understand the current state of research and design future research projects. The finding could also help stakeholders in migration and integration governance and funding agencies to guide policies regarding the integration of immigrants.

Suggested Citation

  • Robert Djogbenou & Vissého Adjiwanou & Solène Lardoux, 2024. "Exploring Sixty-Two Years of Research on Immigrants’ Integration Using Structural Topic Modeling-Based Bibliometric Analysis," Journal of International Migration and Integration, Springer, vol. 25(4), pages 1797-1824, December.
    • Handle: RePEc:spr:joimai:v:25:y:2024:i:4:d:10.1007_s12134-024-01139-8
    DOI: 10.1007/s12134-024-01139-8
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    References listed on IDEAS

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    1. Grimmer, Justin & Stewart, Brandon M., 2013. "Text as Data: The Promise and Pitfalls of Automatic Content Analysis Methods for Political Texts," Political Analysis, Cambridge University Press, vol. 21(3), pages 267-297, July.
    2. Sharma, Anuj & Rana, Nripendra P. & Nunkoo, Robin, 2021. "Fifty years of information management research: A conceptual structure analysis using structural topic modeling," International Journal of Information Management, Elsevier, vol. 58(C).
    3. Silvia Galandini & Gareth Mulvey & Laurence Lessard-Phillips, 2019. "Stuck Between Mainstreaming and Localism: Views on the Practice of Migrant Integration in a Devolved Policy Framework," Journal of International Migration and Integration, Springer, vol. 20(3), pages 685-702, August.
    4. Sandeep Kumar Agrawal, 2019. "Canadian Refugee Sponsorship Programs: Experience of Syrian Refugees in Alberta, Canada," Journal of International Migration and Integration, Springer, vol. 20(4), pages 941-962, November.
    5. Haley McAvay, 2018. "How Durable Are Ethnoracial Segregation and Spatial Disadvantage? Intergenerational Contextual Mobility in France," Demography, Springer;Population Association of America (PAA), vol. 55(4), pages 1507-1545, August.
    6. Patti Tamara Lenard, 2015. "Residence and the Right to Vote," Journal of International Migration and Integration, Springer, vol. 16(1), pages 119-132, February.
    7. Xieling Chen & Di Zou & Haoran Xie & Gary Cheng, 2021. "A Topic-Based Bibliometric Review of Computers in Human Behavior: Contributors, Collaborations, and Research Topics," Sustainability, MDPI, vol. 13(9), pages 1-21, April.
    8. Nadzeya Laurentsyeva & Alessandra Venturini, 2017. "The Social Integration of Immigrants and the Role of Policy — A Literature Review," Intereconomics: Review of European Economic Policy, Springer;ZBW - Leibniz Information Centre for Economics;Centre for European Policy Studies (CEPS), vol. 52(5), pages 285-292, September.
    9. Xieling Chen & Juan Chen & Gary Cheng & Tao Gong, 2020. "Topics and trends in artificial intelligence assisted human brain research," PLOS ONE, Public Library of Science, vol. 15(4), pages 1-27, April.
    10. Robyn Smith & Ramón Spaaij & Brent McDonald, 2019. "Migrant Integration and Cultural Capital in the Context of Sport and Physical Activity: a Systematic Review," Journal of International Migration and Integration, Springer, vol. 20(3), pages 851-868, August.
    11. Alexander Subbotin & Samin Aref, 2021. "Brain drain and brain gain in Russia: Analyzing international migration of researchers by discipline using Scopus bibliometric data 1996–2020," Scientometrics, Springer;Akadémiai Kiadó, vol. 126(9), pages 7875-7900, September.
    12. Huichen Gao & Shijuan Wang, 2022. "The Intellectual Structure of Research on Rural-to-Urban Migrants: A Bibliometric Analysis," IJERPH, MDPI, vol. 19(15), pages 1-19, August.
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