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

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.

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Journal
International Migration
Published
2026-01-01
DOI
https://doi.org/10.1111/imig.70128
Primary Topic
Migration and Labor Dynamics
Type
article
Field-Weighted Citation Impact
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article

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

Cecilia Fortunato, Andrea Iacobucci, Elena Ambrosetti
International Migration
Migration and Labor Dynamics
article

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

Cecilia Fortunato, Andrea Iacobucci, Elena Ambrosetti
article en

Abstract

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.

International MigrationVol. 64(1)
Agenzia Sanitaria e Sociale Regionale (IT), Agenzia Regionale Prevenzione e Ambiente della Regione Emilia-Romagna (IT), Sapienza University of Rome (IT)
Reduced inequalities
Openalex Percentile: Top 96%
Migration and Labor Dynamics
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The Evolution of Return Migration Studies: A Systematic Literature Review With Text Mining and Topic Modelling — Cecilia Fortunato, Andrea Iacobucci, et al. · International Migration (2026) | TGRS Research Map | TGRS