Evidence map›Paper›PMID 39811693›Full record

ReviewInternational journal of women's health2025

Bibliometric Analysis and ChatGPT-Assisted Identification of Key Strategies for Improving Primary Maternity Care Based on a Decade of Collective Research.

Sidik Maulana, Muhammad Iqhrammullah, Rovy Pratama, Sydney Tjandra, Intan Chaharunia Mulya, Hartiah Haroen

Abstract readReview
In one paragraph

Review in International journal of women's health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

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. Review
  2. Review
  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

6 authors.

Sidik Maulana *Postgraduate Program of Nursing, Faculty of Nursing, Universitas Padjadjaran, Sumedang, Indonesia.ORCID 0000-0003-4520-1650
Muhammad Iqhrammullah *Postgraduate Program of Public Health, Universitas Muhammadiyah Aceh, Banda Aceh, Indonesia.ORCID 0000-0001-8060-7088
Rovy PratamaDepartment of Public Health, Faculty of Medicine, Universitas Syiah Kuala, Indonesia.
Sydney TjandraFaculty of Medicine, Universitas Indonesia, Jakarta, Indonesia.
Intan Chaharunia MulyaEducation Program in Reproduction & Development, Department of Obstetrics and Gynaecology, Monash University, Melbourne, Victoria, 3168, Australia.
Hartiah HaroenDepartment of Community Health Nursing, Faculty of Nursing, Universitas Padjadjaran, Sumedang, Indonesia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Maternity care within primary health facility settings is critical for reducing maternal and neonatal mortality in Indonesia. The aim of this study was to analyze research trends over the past decade to identify key strategies for improving maternity care in primary health care facilities in Indonesia. A bibliometric analysis was conducted using data from the Scopus database to map the research landscape and identify latent research topics in maternal health care. The analysis included keyword co-occurrence and network visualization, with assistance from ChatGPT-4.0 for enhanced identification and categorization of keywords. The identified research trends were used as surrogate variables representing the main concerns among researchers, experts, and funders. These variables were used to build strategies, which were then analyzed using SWOT (Strengths, Weaknesses, Opportunities, and Threats) by reflecting on the Indonesian context. The results revealed that key topics in maternity care included midwifery roles, pandemic resilience, and telemedicine. Based on SWOT analysis, most of the constructed strategies were found to have high external opportunities but low internal capabilities, indicating the need to strengthen internal resources. In conclusion, Indonesia must enhance its internal capabilities, particularly human resources and infrastructure, to effectively utilize external opportunities and improve maternal health outcomes.

Indexed as

antenatal carebibliometric analysisJKN programmaternal healthprimary health care

Identifiers

PMID39811693
PMCPMC11730281

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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Registered trials

None linked

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.