ArticleFrontiers in research metrics and analytics2026
Brain linkage for good governance: the need for Guatemalan diaspora expertise.
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.
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.
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.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The Guatemalan scientific and professional diaspora (GSPD) is composed of highly educated Guatemalans who have established their residence abroad, are engaged in professional activities in their host country, and have active links with their country of origin. As a group, they represent an undervalued and publicly unrecognized asset for strengthening public governance and institutional performance in their home country. The existing public administration in Guatemala has been historically undermined by poor governance, corruption, and influential vested interest groups that have systematically hindered the development of a robust public sector. The lack of qualified human resources fuels poor government performance. On the one hand, government employment systems are dysfunctional and underdeveloped. On the other hand, there is insufficient and inadequate local expertise, which is difficult to hire in the public administration due to low salaries, unstable labor conditions, and hostile working environments. Furthermore, the underdevelopment of the local higher education system and chronically low investment in education have further resulted in an inadequate supply of highly educated workers. Yet, a Guatemalan scientific and professional diaspora numbering in the thousands is already making available its expertise to its home country, although dispersed and uncoordinated. Recognizing, engaging, and coordinating these highly skilled Guatemalans in the diaspora can significantly improve governance and institutional performance at both national and local levels. In this Perspective, the authors reflect on this intersection, drawing from their first-hand experience as members of the GSPD and as practitioners within public institutions.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.