Evidence map›Paper›PMID 37767443›Full record

ReviewJournal of family medicine and primary care2023

Barriers to mental health treatment in primary care practice in low- and middle-income countries in a post-covid era: A systematic review.

Sahar Rameez, Almas Nasir

Open access · goldAbstract readReview
In one paragraph

Review in Journal of family medicine and primary care, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
22citing papers in PubMed, 1 pooled it
10.7field-weighted citation impact, top 1% of its field
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

22 citing papers in PubMed, 1 synthesis or guideline pooled it, 32 citations in OpenAlex.

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  15. Comparing Short Cognitive Screening Instruments in an Outreach Memory Clinic in Primary Care.International journal of environmental research and public health · 2025
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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

2 authors at 1 institution in 1 country.

Sahar RameezStudent Health and Wellbeing Organization (SHAW), Pakistan.
Almas NasirPakistan Association of Lifestyle Medicine, Pakistan.
Rahnuma · PK

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

General primary care workers and family physicians are a crucial work force in managing the mental health of people in any given region. However, the barriers they face in low- and middle-income countries (LMICs) may be worsened by the pandemic. This review aims to bring together evidence about mental health treatment challenges experienced by people in LMICs in primary care settings. The review focuses on the shortage of essential mental healthcare services, stigma and lack of competent primary care professionals in establishing these services and their importance in the COVID-19 pandemic context. The systematic review adhered to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines, and the search strategy included keyword search terms (MeSH) to perform a search across three electronic databases - Critical Appraisal Skills Program assessed PubMed, SpringerLink, and Cochrane and quality of the articles. The articles selected were analyzed through thematic analysis to identify the main themes and conclude our findings. Findings indicate that out of 1792 publications found, 14 studies matched the desired criteria for the studies. Endnotes, database search filters, and Covidence data extraction tools were used to generate the relevant articles in this study. This study shows that primary care institutions have financial and management issues in providing mental health services and a shortage of competent mental health experts in primary care, especially mental health-trained family physicians. The study also identifies community stigma as the most prevalent barrier to seeking mental health therapy, reflecting the lack of community health education in LMICs.

Indexed as

Covid-19mental healthprimary care

Identifiers

PMID37767443
PMCPMC10521856
OpenAlexW4386226750

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-SA
Read underepoch 390

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.