Evidence map›Paper›PMID 42020771›Full record

ArticleNeurosurgical review2026

Leadership and inequality in latin american neurosurgery, 2000-2024: a bibliometric and geospatial study.

Fritz Fidel Váscones-Román, Jack Váscones-Román, Samanta Janet Fuentes-Garcia

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Article in Neurosurgical review, 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

3 authors.

Fritz Fidel Váscones-RománFaculty of Medicine, Universidad Peruana Cayetano Heredia, Lima, Perú. fritz.vascones@upch.pe.ORCID http://orcid.org/0000-0001-9564-0710
Jack Váscones-RománFaculty of Medicine, Universidad Nacional San Antonio Abad del Cusco, Cusco, Perú.ORCID http://orcid.org/0009-0001-8124-2866
Samanta Janet Fuentes-GarciaFaculty of Medicine, Universidad Peruana Cayetano Heredia, Lima, Perú.ORCID http://orcid.org/0009-0009-8522-1737

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundLatin America has experienced rapid neurosurgical growth over the past two decades, yet its distribution and leadership dynamics remain poorly characterized.

methodsA longitudinal bibliometric and network analysis was conducted on neurosurgical publications affiliated with Latin American institutions (2000–2024) using data from Scopus and PubMed. Records were harmonized with bibliometrix (R ≥ 4.2), fractionalized by country, normalized by population and GDP, and analyzed for inequality (Gini, Theil) and authorship leadership (first, last, corresponding).

resultsA total of 1,580 publications were identified across 19 countries. Annual output increased more than 60-fold, from 4 papers in 2000 to 251 in 2024. Segmented regression revealed a structural breakpoint in 2014 (post-2015 slope = 1.63 ± 0.12; p < 0.001), marking accelerated growth. Four nations—Brazil, Mexico, Argentina, and Colombia—produced 76% of all output. Inequality remained high (Gini = 0.801; Theil = 1.382). International co-authorship occurred in 31.2% of papers. In the whitelist-restricted primary dataset, Latin American first authorship was common (58.7%), whereas last-author signals were sparse in structured metadata (3.4%). In a prespecified position-matched sensitivity analysis, Latin American last authorship was common in domestic-only papers but fell to 10.0% in internationally co-authored papers. The collaboration network centered on Brazil, Mexico, and Chile, with limited connectivity elsewhere.

conclusionsLatin American neurosurgical research is expanding rapidly but remains highly concentrated. Bridging structural inequities through decentralized funding, equitable authorship frameworks, and open, regionally governed networks is essential to convert output growth into sustainable scientific leadership.

Indexed as

BibliometricsLeadershipNeurosurgeryAuthorshipHumansLatin AmericaAuthorshipBibliometricsCalifornia – Digital PosterInequalityLatin AmericaLos AngelesNetwork analysisNeurosurgeryResearch productivitySpatial analysis

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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.