Evidence map›Paper›PMID 41068494›Full record

ArticleChild's nervous system : ChNS : official journal of the International Society for Pediatric Neurosurgery2025

Global disparities in pediatric neurosurgery research: a 20-year bibliometric analysis by country income group.

Khushi H Shah, Victor M Lu, Toba N Niazi

Abstract read
In one paragraph

Article in Child's nervous system : ChNS : official journal of the International Society for Pediatric Neurosurgery, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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0cells of the map it votes in
1citing 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

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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

1 citing paper in PubMed.

  1. Article
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.

Khushi H ShahDepartment of Neurological Surgery, University of Miami Miller School of Medicine, Miami, FL, U.S.A.. Khs55@med.miami.edu.
Victor M LuDepartment of Neurological Surgery, University of Miami Miller School of Medicine, Miami, FL, U.S.A.
Toba N NiaziDepartment of Neurological Surgery, University of Miami Miller School of Medicine, Miami, FL, U.S.A.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

purposePediatric neurosurgical diseases are most prevalent in low-income (LICs) and low-middle-income countries (LMICs), yet these regions have limited representation in global neurosurgical workforce. To assess whether scholarly output reflects this burden, we conducted a 20-year bibliometric analysis of pediatric neurosurgery publications, evaluating trends by country income level.

methodsWe analyzed publications on "pediatric neurosurgery" indexed in Web of Science from 2005-2024. Author affiliations were categorized by World Bank income groups: high-income (HIC), upper-middle-income (UMIC), LMIC, and LIC. Lorenz curves and Gini coefficients assessed authorship inequality, with Mann-Kendall test evaluating trends over time.

resultsOf 3,014 publications from 116 countries, HICs contributed 84.18% of overall authorship. In contrast, UMIC, LMIC, and LIC contributed to 16.70%, 9.59%, and 3.05%, respectively. Multi-country collaborations accounted for 23.79% of all publications, with HIC only (48.43%) partnerships most common, followed by HIC-UMIC (17.09%), and HIC-LMIC (16.24%). No LIC only partnerships were identified. HIC authorship declined from 86.82% to 77.78% over study period (p < 0.001). In contrast, UMIC, LMIC, and LIC share rose from 11.50% to 21.72%, 5.43% to 13.20%, 0.90% to 3.68%, respectively. First authorship trends mirrored overall authorship, although LIC representation remained unchanged (p = 0.138). Gini coefficients declined, indicating reduced research inequality over time (tau =  - 0.66, p < 0.001).

conclusionDespite growing international collaborations and a gradual shift towards more equitable authorship, contributions from LICs and LMICs, particularly in first and corresponding author roles, remain limited. Investment in research capacity, mentorship, and inclusive partnerships is critical to ensure the literature reflects the populations most affected by pediatric neurosurgical disease.

Indexed as

BibliometricsBiomedical ResearchIncomeNeurosurgeryPediatricsAuthorshipDeveloping CountriesHumansBibliometricshigh-Income countrylower-middle-income countrylow-income countrypediatric neurosurgeryupper-middle-income country

Identifiers

PMID41068494
PMCPMC12511124

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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.