The study offers a systematic review of scientific literature on ‘return migration’ performing computational text mining and topic modelling. On a sample of 3000 studies indexed in Scopus and published between 1960 and 2020, we present a textual analysis and a clusters' analysis of titles, keywords, abstracts and publications' metadata. Results show a rapid growth in research since the 1970s, mirroring the evolution of migration events and the pace of theoretical advancements. The research landscape appears dominated by receiving high-income countries' perspective. Throughout the entire period, topics related to culture, ethnicity and political identity have been prominent. A progressive shift in the economic paradigm has been identified, with labour-related keywords leaving room for more subjective aspects of well-being. Growing attention has been paid to different forms of migrants' capital and vulnerabilities, along with a declining interest in demographic implications of return, especially with respect to African and European internal and international migrations.

The Evolution of Return Migration Studies: A Systematic Literature Review With Text Mining and Topic Modelling / Fortunato, Cecilia; Ambrosetti, Elena; Iacobucci, Andrea. - In: INTERNATIONAL MIGRATION. - ISSN 0020-7985. - 64:1(2026). [10.1111/imig.70128]

The Evolution of Return Migration Studies: A Systematic Literature Review With Text Mining and Topic Modelling

Fortunato, Cecilia
;
Ambrosetti, Elena;
2026

Abstract

The study offers a systematic review of scientific literature on ‘return migration’ performing computational text mining and topic modelling. On a sample of 3000 studies indexed in Scopus and published between 1960 and 2020, we present a textual analysis and a clusters' analysis of titles, keywords, abstracts and publications' metadata. Results show a rapid growth in research since the 1970s, mirroring the evolution of migration events and the pace of theoretical advancements. The research landscape appears dominated by receiving high-income countries' perspective. Throughout the entire period, topics related to culture, ethnicity and political identity have been prominent. A progressive shift in the economic paradigm has been identified, with labour-related keywords leaving room for more subjective aspects of well-being. Growing attention has been paid to different forms of migrants' capital and vulnerabilities, along with a declining interest in demographic implications of return, especially with respect to African and European internal and international migrations.
2026
knowledge management ; migration studies ; return migration ; systematic literature review ; topic modelling
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The Evolution of Return Migration Studies: A Systematic Literature Review With Text Mining and Topic Modelling / Fortunato, Cecilia; Ambrosetti, Elena; Iacobucci, Andrea. - In: INTERNATIONAL MIGRATION. - ISSN 0020-7985. - 64:1(2026). [10.1111/imig.70128]
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/1758250
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