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.| File | Dimensione | Formato | |
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