Evidence map›Paper›PMID 42534941›Full record

ArticleFrontiers in research metrics and analytics2026

Guatemala scientific and professional diaspora in Spain: an initial characterization.

Kleinsy Bonilla, Claudia S Romero-Oliva, Susana Arrechea, Juan Manuel Castillo-Zamora, Marie André Destarac

Abstract read
In one paragraph

Article in Frontiers in research metrics and analytics, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Kleinsy BonillaObservatorio Económico Sostenible (OES), Universidad del Valle de Guatemala, Guatemala City, Guatemala.
Claudia S Romero-OlivaObservatorio Económico Sostenible (OES), Universidad del Valle de Guatemala, Guatemala City, Guatemala.
Susana ArrecheaOrganization for Women in the Developing World, Trieste, Italy.
Juan Manuel Castillo-ZamoraUniversity of Valladolid, Valladolid, Spain.
Marie André DestaracOrganization for Women in the Developing World, Trieste, Italy.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Scientific and professional diasporas can strengthen science, technology, and innovation systems in their home countries, especially in emerging economies with limited infrastructure. These diasporas facilitate knowledge circulation, transnational collaboration, and science diplomacy. In Guatemala, interest is growing in its highly qualified diaspora, especially when host countries like Spain share historical and linguistic ties. This study offers an initial profile of the Guatemalan scientific and professional diaspora (GSPD) in Spain, using a mixed-methods approach: database creation, an online questionnaire, and a focus group. The sample consists mostly of Guatemalan professionals with postgraduate degrees, in early or mid-career, concentrated in major cities such as Barcelona, Madrid, and Valencia. Student mobility-driven by scholarships and aid, funded by both Spanish and local, and international sources-emerges as a key migration factor. Participants report a strong commitment to maintaining ties with Guatemala, collaborating with peers, and sharing expertise through mentorship and institutional engagement. However, they face hurdles such as distrust, lack of recognition, and limited formal mechanisms for collaboration from Guatemalan institutions. These barriers stem from insufficient institutional mandates, poor coordination, and low visibility of the GSPD as a collective actor. The study also notes structural inequalities in international mobility, with mestizo/ladino participants overrepresented and Indigenous populations underrepresented among highly skilled migrants. Rather than viewing migration only as "brain drain," the findings emphasize brain linkages and diaspora knowledge networks. Strengthening institutional mechanisms-including science diplomacy and collaboration platforms-could foster more inclusive and sustainable scientific development in Guatemala. As an exploratory study with a non-probabilistic sample, these findings provide an initial analytical basis for future research.

Indexed as

brain linkageGuatemalainternational cooperationmigrationscience advicescientific diasporasSpainstudent mobility

Identifiers

PMID42534941
PMCPMC13422382

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.