Evidence map›Paper›PMID 39980817›Full record

ArticleHealth science reports2025

Scientific Mapping of Global Research on Health Equity by 2023: A Bibliometric Study.

Yaser Sarikhani, Arefeh Kalavani, Seyede Maryam Najibi

Abstract read
In one paragraph

Article in Health science reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed, 1 pooled it
–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

3 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Article
  3. 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.

Yaser SarikhaniResearch Center for Social Determinants of Health Jahrom University of Medical Sciences Jahrom Iran.
Arefeh KalavaniResearch Center for Social Determinants of Health Jahrom University of Medical Sciences Jahrom Iran.
Seyede Maryam NajibiDepartment of Persian Medicine School of Medicine, Research Center for Traditional Medicine and History of Medicine Shiraz University of Medical Sciences Shiraz Iran.ORCID 0000-0003-1214-5314

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background and Aims: There has been a growing focus on health equity (HE) within health systems. Studies in HE have revealed significant domains that have been the focus of attention for academics and research institutions. This research aimed to provide an in-depth perspective on the research efforts conducted around the world concerning HE. Methods: In this bibliometric study, we used co-word analysis to map HE studies indexed in Scopus, Web of Science, ScienceDirect, and PubMed by the end of 2023. A comprehensive search was carried out in the databases, and the data were analyzed employing VOSviewer software. Along with analyzing publication trends, thematic clusters, and emerging topics in HE were identified. Results: The compound annual growth rate of the HE documents in PubMed, Scopus, ScienceDirect, and Web of Science were 0.157, 0.173, 0.453, and 0.317, respectively. Topic clusters of HE keywords in the period preceding the COVID-19 pandemic were "Health care," "Health economics," "Race and ethnicity," "Social determinants of health," and "Age and gender." The analyses related to the time following the onset of the COVID-19 pandemic resulted in the identification of six topic clusters, namely "Health workforce," "Risk factors," "Maternal and child health," "COVID-19," "Cancer," and "Mental health." Moreover, "Artificial intelligence," "Racial disparity," "Machine learning," and "COVID-19," were four key emerging topics of HE pertinent to the post-COVID-19 period. Conclusion: In recent years, there has been a significant increase in research focused on HE. The focus of research in HE has shifted to an emphasis on various diseases and their risk factors. Emerging topics identified in this study represent significant areas of interest as novel research domains, particularly within low- and middle-income countries.

Indexed as

bibliometric analysisbibliometricshealth equityresearch

Identifiers

PMID39980817
PMCPMC11839487

What OpenQuestion holds

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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.