Evidence map›Paper›PMID 42583632›Full record

ArticleAnnals of medicine and surgery (2012)2026

Global disparities in neurosurgical literature: a narrative review of underrepresentation of low- and middle-income countries and pathways to research equity.

Tirath Patel, Naveed Ahmad, Abbas Hussain, Bisma Faraz, Amna Binte Naeem, Urooj Sheraz, Laiba Noor, Saleha Khan, Muhammad Seerat Ali, Hafiza Tooba Siddiqui and 3 more

Abstract read
In one paragraph

Article in Annals of medicine and surgery (2012), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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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

13 authors.

Tirath PatelDepartment of Neurosurgery, Trinity Medical Sciences University School of Medicine, Kingstown, Saint Vincent and the Grenadines.
Naveed AhmadDepartment of Neurosurgery, Khyber Medical College, Peshawar, Khyber Pakhtunkhwa, Pakistan.ORCID https://orcid.org/0009-0009-7469-2875
Abbas HussainDepartment of Neurosurgery, Jinnah Medical and Dental College, Karachi, Pakistan.
Bisma FarazDepartment of Neurosurgery, Karachi Medical and Dental College (KMDC), Karachi, Pakistan.
Amna Binte NaeemDepartment of Neurosurgery, Rawalpindi Medical University, Rawalpindi, Pakistan.ORCID https://orcid.org/0009-0001-5538-4878
Urooj SherazDepartment of Neurosurgery, Dow Medical College, Karachi, Pakistan.ORCID https://orcid.org/0009-0005-2255-4041
Laiba NoorDepartment of Neurosurgery, Dow Medical College, Karachi, Pakistan.ORCID https://orcid.org/0009-0009-9209-6612
Saleha KhanDepartment of Neurosurgery, Batterjee Medical College for Sciences and Technology, Jeddah, Saudi Arabia.ORCID https://orcid.org/0000-0002-7484-2265
Muhammad Seerat AliDepartment of Neurosurgery, Quaid-e-Azam Medical College, Bahawalpur, Pakistan.
Hafiza Tooba SiddiquiDepartment of Neurosurgery, Jinnah Sindh Medical University, Karachi, Pakistan.ORCID https://orcid.org/0009-0009-7071-8804
Taimur IqbalDepartment of Neurosurgery, Khyber Medical College, Peshawar, Khyber Pakhtunkhwa, Pakistan.ORCID https://orcid.org/0009-0006-2349-2302
Bhumi Daishik PatelDepartment of Neurosurgery, Windsor University School of Medicine, Cayon, Saint Kitts and Nevis.
Nikhilesh AnandDepartment of Medical Education, University of Texas Rio Grande Valley, Edinburg, TX, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The global neurosurgical literature is dominated by high-income countries, with low- and middle-income countries (LMICs) contributing minimally despite bearing the most significant share of the neurosurgical disease burden. Underrepresentation limits equitable knowledge dissemination and the relevance of guidelines. The objective of this review was to assess neurosurgical publication disparities, identify deterrents to LMIC participation, and outline initiatives that foster equity and inclusion in research. This narrative review synthesized evidence on global disparities in neurosurgical literature through a structured search of PubMed, Scopus, and Google Scholar (2010-2025). Eligible studies examined research output, authorship trends, publication barriers, or equity initiatives. Findings mapped bibliometric patterns, highlighted structural barriers, and synthesized strategies to promote equitable neurosurgical scholarship. More than two-thirds of neurosurgical reviews come from North America and Europe, whereas less than 10% come from Africa and South-East Asia. Barriers to publication include limited funding, high article processing charges, lack of mentorship, and weak institutional infrastructure. LMIC authors are often relegated to middle authorship, which decreases exposure and hinders academic advancement. Case studies from Africa, South Asia, and Latin America highlight progress in expanding the workforce and in training for specific areas, but persistent research inequities remain. Recent initiatives, such as AuthorAID, HINARI, African Neurosurgical Research Collaborative, and open-access waiver programs, have demonstrated measurable improvements in LMIC research output and authorial independence. Significant inequities persist in neurosurgical research. For sustainable solutions, there is an important need for structural reforms: expanded mentorship, equitable funding, inclusive editorial policies, and strengthened regional collaborations that ensure global neurosurgical research reflects diverse contexts and meaningfully contributes to worldwide patient care.

Indexed as

authorship inequityglobal neurosurgerylow- and middle-income countriesneurosurgical literatureresearch disparities

Identifiers

PMID42583632
PMCPMC13461051

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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.