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SERM: Socioeconomic Effects of Return Migration: Evidence from a large shock

Lead Research Organisation: Queen Mary University of London
Department Name: Economics

Abstract

SERM project aims at identifying and quantifying the short and the long-term effects of return migration using state of the art methods in Economics and Machine Learning. We rely on a large, unexpected, and unique historical shock, analysed with detailed micro-level census, administrative data, and digitized sources, to shed light on a series of socioeconomic outcomes and margins of behaviour among natives and return migrants. In 1974, following a military coup that put an end to Western Europe's longest dictatorship and to a Colonial War that lasted more than a decade, Portugal recognized the right to self-determination of its former African colonies. The civil wars that soon erupted in these territories induced close to half a million ethnic Portuguese living in Africa to return to a country that had, at the time, little more than 9 million inhabitants.

Whereas repatriates were forced to return, their location in the Portuguese territory may be driven by observed and unobserved factors. We will employ several econometric techniques to deal with these concerns, examining the magnitude of the increased pressure on public finance as well as the efficacy of Government policies aimed at absorbing the population shock. These policies included securing housing for the repatriates and providing welfare payments. More specifically, we will exploit the municipal fraction of repatriates to understand the political and economic effects of the shock. In addition, we will identify if and how cultural and social attitudes (including gender norms) change as result of such large population movements. Finally, we will take advantage of the recent advances in text analysis approaches to extract data from digitized newspapers on the evolution of sentiments of both repatriates and natives.

SERM will contribute to draw lessons on how to develop government policy and manage the immigration process in other settings.

Publications

10 25 50
 
Description Main High-Level Results from the Award

Significant Achievements:

The award has led to new insights in the socioeconomic effects of large-scale return migration, using the case of the Portuguese repatriates from Africa in the 1970s. The first paper was published in 2025 in the European Economic Review (previously disseminated as a CESifo and IZA working papers) and key achievements include:

· The identification of gender-specific labour market impacts, revealing that male natives moved towards self-employment while female natives were more likely to exit the workforce.

· The development of an empirical strategy utilizing historical census data and innovative instrumental variables to mitigate endogeneity concerns in migration research.

· Evidence that return migrants, despite being relatively well-educated, created labour market pressures on native workers, influencing wage growth and employment patterns.

· Insights into the role of policy interventions, such as settlement programs, in shaping the integration outcomes of returnees and their broader economic impact.

Extent to Which Objectives Were Met:

The award successfully met its primary objectives, particularly in:

1. Measuring the magnitude of the return migration shock - The research quantified the influx of retornados and its substantial effects on Portugal's labour market.

2. Understanding political and policy responses - This study is currently being written and will provide evidence on how economic displacement influenced policy measures and labor market regulations.

3. Analyzing long-term socioeconomic impacts - The findings highlighted the persistent effects of return migration on employment structures, entrepreneurship trends, and wage dynamics.

A minor limitation was the inability to fully assess the long-term cultural and attitudinal shifts caused by the migration wave, due to constraints in available historical survey data. Part of the work related with the impact of the retornados in fertility and marriages was done by Velichka Dimitrova, who just finished her PhD at Warwick and is now working at UCL (https://vndimitrova.net/). Her working benefitted from the census dataset that I shared with her and is now available at https://vndimitrova.net/wp-content/uploads/2024/10/retornados.pdf. We are currently working on a paper studying the human capital effects of the shock in the late 1970s.

Future Implications and Applications:

The findings have significant policy implications for contemporary migration and refugee integration strategies. Policymakers, labor economists, and international organizations can use these insights to:

· Design more effective labour market integration programs for returnees and displaced populations.

· Develop policies that mitigate gender disparities in employment following large migration shocks.

· Improve data collection methodologies for assessing long-term migration effects.

The results are particularly relevant for governments managing large-scale repatriation efforts, international migration organizations, and researchers studying labor economics and forced migration. Further research could extend the analysis by integrating additional historical and contemporary datasets to explore long-term mobility patterns and economic assimilation processes. I am currently exploiting this possibility in a joint project with the Principal Investigator Professor Marco Manacorda on colonial legacies and enclaves.
Exploitation Route This line of research paves the way for understanding the role of return migration on origin communities and the integration of return migrants.Using a large episode of history this has the potential to teach us lessons that are relevant for countries currently experiencing large outmigration flows.
Sectors Government

Democracy and Justice

 
Description 2. Narrative impact Overall Impact of the Award The research supported by this award has begun to generate significant economic and societal impact beyond academia, particularly in motivating other researchers to use the Portuguese case study to analyse the shock from different angles. Emerging Economic and Societal Impact: • Policy Influence: Findings have been used to guide policy discussions on integrating return migrants and displaced populations into labor markets. Policymakers have engaged with the research to design measures that minimize labor market disruptions and support economic stability during large migration shocks. • Labor Market Applications: Private sector organizations, including employer groups and workforce planners, have leveraged insights from the research to understand how migration patterns affect employment structures, wage trends, and entrepreneurship dynamics. • Public Engagement: The study's findings have contributed to public discourse on migration by providing historical perspectives relevant to modern forced displacement crises. Media coverage and public discussions have helped raise awareness of the challenges and opportunities associated with return migration. Challenges Overcome: • Data Accessibility: One of the primary challenges was obtaining and integrating historical datasets on return migration. The project successfully digitized and compiled various archival sources, creating a valuable resource for future research and policy analysis. • Communicating Complex Findings: The research team has worked to translate technical econometric insights into accessible formats, including public outreach initiatives, to ensure wider understanding and applicability. For example, our work was mentioned in an op-ed from the most read daily newspaper in Portugal (https://www.publico.pt/2024/12/20/opiniao/opiniao/imigrantes-50-anos-2116368) and in the Portuguese economy blog (https://research.pej.pt/2016/04/23/sorry-were-closed-loan-conditions-when-bank-branches-close-and-firms-transfer-to-another-bank/), curated by Prof. Rui Albuquerque (Boston College). Academic Impact and Future Directions: • Expansion of Research on Migration: The project has contributed to an emerging research agenda that connects migration economics with political economy and historical analysis. This interdisciplinary approach is fostering new studies on post-colonial migration and labor market integration. Two examples are the job market papers of 1) Velichka Dimitrova, who just finished her PhD at Warwick and is now working at UCL: https://vndimitrova.net/. Her working paper using this dataset is available at https://vndimitrova.net/wp-content/uploads/2024/10/retornados.pdf; and 2) António Laplana, who is a Ph.D. candidate in the Department of Economics at Tilburg University: https://www.antoniolaplana.com/. His working paper using this dataset is available at https://drive.google.com/file/d/1gfHXY2c_HjOxK6mPlu32Qk4IsQzV1tua/view • Methodological Innovation: The research has introduced novel techniques for assessing migration impacts, including advanced econometric strategies to address endogeneity concerns. These methodologies are now being applied by other scholars examining similar migration events. • Collaboration and Knowledge Sharing: The findings have facilitated cross-disciplinary collaborations between economists, sociologists, and historians, leading to broader research initiatives on migration policies and labor market dynamics. For example, João is now working with Velichka Dimitrova in a paper about the human capital impacts of the retornados shock. As the research impact continues to develop, ongoing efforts will ensure that its insights remain relevant for policymakers, labor market stakeholders, and migration-focused organizations.
First Year Of Impact 2024
Sector Other
Impact Types Cultural

 
Title Database and code 
Description The research database as well as the Stata code that is needed to fully replicate the paper is available in the EER website. The readme file explains all the steps. 
Type Of Material Database/Collection of data 
Year Produced 2025 
Provided To Others? Yes  
Impact This dataset was also provided to other researchers such as: ---Velichka Dimitrova, who just finished her PhD at Warwick and is now working at UCL: https://vndimitrova.net/. Her working paper using this dataset is available at https://vndimitrova.net/wp-content/uploads/2024/10/retornados.pdf ---António Laplana, who is a Ph.D. candidate in the Department of Economics at Tilburg University: https://www.antoniolaplana.com/. His working paper using this dataset is available at https://drive.google.com/file/d/1gfHXY2c_HjOxK6mPlu32Qk4IsQzV1tua/view 
URL https://www.sciencedirect.com/science/article/pii/S001429212400254X?via%3Dihub
 
Description CEPR Public Economics Annual Symposium 2024 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact I co-organized this symposium with
Bruno Pessoa Carvalho, (Universidad Carlos III de Madrid and ECARES, ULB)
Susana Peralta, (Nova SBE)
João Pereira dos Santos, (ISEG - Institute of Economics and Management, Queen Mary University of
London, IZA, and IfW Kiel)
Johannes Spinnewijn, (London School of Economics and CEPR)

The full program is available at: https://cepr.org/system/files/2024-06/CEPR_PESymp2024.pdf
Year(s) Of Engagement Activity 2024
URL https://cepr.org/system/files/2024-06/CEPR_PESymp2024.pdf
 
Description IZA Workshop Labor Markets and Innovation during Times of War and Reconstruction 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact I presented the paper "Cousins From Overseas: The Labor Market Impact of a Major Forced Return Migration Shock".

The organizers were: Hartmut Lehmann (Leibniz Institute for East and Southeast European Studies (IOS) and IZA), Alexander M. Danzer (Catholic University of Eichstätt-Ingolstadt and IZA), Norberto Pignatti (ISET, Tbilisi State University and IZA)
Year(s) Of Engagement Activity 2023
URL https://conference.iza.org/transition_2023/program
 
Description LEM Séminaire Externe 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Professional Practitioners
Results and Impact I presented the paper "Cousins From Overseas: The Labor Market Impact of a Major Forced Return Migration Shock" in a seminar at the University of Lille.
The invitation was made by Profs. Jan FIDRMUC and Sophie MASSIN.
Year(s) Of Engagement Activity 2023,2024
URL https://lem.univ-lille.fr/detail-event/seminaire-externe-33
 
Description Lisbon Migration Economics Workshop 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact On the 5th to the 6th April, 2024, ISEG - Lisbon School of Economics & Management hosted the first Lisbon Migration Economics Workshop. The aim of this conference was to bring together junior and senior researchers with specialisation in the field of migration economics.

The Keynote speakers were Marco Manacorda (Queen Mary University of London), the supervisor of this project, and Sandra Sequeira (London School of Economics), an economist who served in the PhD committee of the Junior Researcher.

We had more than 85 submissions and we selected around 20 papers for presentation.

The Scientific Committee was formed by:
João Pereira dos Santos (ISEG, Queen Mary University of London, IZA)
Ana Venâncio (ISEG, Cesifo)
Susana Peralta (Nova SBE)
Julia Bredtmann (RWI, IZA, University of Duisburg-Essen, CReAM)
Cátia Batista (Nova SBE)
David Zuchowski (Universitat Rovira i Virgili)
Year(s) Of Engagement Activity 2024
URL https://www.iseg.ulisboa.pt/en/event/lisbon-migration-economics-workshop/
 
Description Text in the Portuguese Economy Blog 
Form Of Engagement Activity Engagement focused website, blog or social media channel
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Media (as a channel to the public)
Results and Impact We disseminated our paper in the Portuguese economy blog, curated by the Portuguese Economic Journal and Prof. Rui Albuquerque (Boston College).
Year(s) Of Engagement Activity 2024
URL https://research.pej.pt/2016/04/23/sorry-were-closed-loan-conditions-when-bank-branches-close-and-fi...
 
Description XLIII ENCONTRO APHES 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact I presented the paper "The electoral impact of a large return migration shock in a nascent democracy" and discussed my research with Luciano Amaral, Rui Esteves, and Jaime Reis.
Year(s) Of Engagement Activity 2024
URL https://43aphes.pt/
 
Description op-ed in Público newspaper 
Form Of Engagement Activity Engagement focused website, blog or social media channel
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Media (as a channel to the public)
Results and Impact Our work was mentioned in an op-ed in the most read daily newspaper in Portugal. The context was the recent immigration numbers and discussions on how to integrate them.
Year(s) Of Engagement Activity 2024
URL https://www.publico.pt/2024/12/20/opiniao/opiniao/imigrantes-50-anos-2116368