Evidence map›Paper›PMID 42676413›Full record

ReviewFrontiers in research metrics and analytics2026

Diaspora-driven knowledge diplomacy: rethinking transnational education through the CIESDEMEX model in the Global South.

Daniel Arturo Romero León, Salvador Tapia Spinoso, Heidy Yelni Díaz Oviedo

Abstract readReview
In one paragraph

Review 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
–field-weighted citation impact
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

3 authors.

Daniel Arturo Romero LeónInstituto de Investigaciones y Estudios Superiores Económicos y Sociales (IIESES), Universidad Veracruzana, Xalapa, Mexico.
Salvador Tapia SpinosoFacultad de Contaduría y Administración (FCA), Universidad Veracruzana, Xalapa, Mexico.
Heidy Yelni Díaz OviedoFacultad de Administración (FA), Universidad Veracruzana, Veracruz, Mexico.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The migration of highly skilled professionals from the Global South has traditionally been framed as brain drain, emphasizing the loss of human capital and weakened national innovation systems; however, recent scholarship highlights the potential of scientific diasporas to enable knowledge circulation and transnational collaboration. This article aims to conceptualize how diaspora engagement, transnational education, and knowledge diplomacy can be integrated into a coherent framework for internationalization. Using a conceptual analysis approach, the study develops a multi-level model inspired by the CIESDEMEX initiative, examining how diaspora networks, higher education institutions, and policy actors interact to structure knowledge flows. The findings suggest that institutionalizing diaspora engagement and leveraging digital transnational education can transform fragmented exchanges into sustained systems of collaboration, while knowledge diplomacy provides the governance framework that aligns education, international cooperation, and development strategies. The article concludes that this integrated approach offers a pathway for Global South institutions to move beyond mobility-centered internationalization toward more inclusive, networked, and scalable models of knowledge circulation.

Indexed as

brain circulationCIESDEMEXGlobal Southinternationalization of higher educationknowledge diplomacyscientific diasporatransnational education

Identifiers

PMID42676413
PMCPMC13526631

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.