Evidence map›Paper›PMID 41549232›Full record

ArticleBMC public health2026

Access to primary health care among persons with disabilities in three selected districts of Zambia: determinants and experiences during the COVID-19 pandemic.

Mwiinde Mayaba Allan, Kaonga Patrick, Fwemba Isaac, Zulu Jospeh

Abstract read
In one paragraph

Article in BMC public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
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

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

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

4 authors.

Mwiinde Mayaba AllanDepartment of Epidemiology and Biostatistics, School of Public Health, University of Zambia, 50516, Lusaka, Zambia. mayabamwiinde@gmail.com.
Kaonga PatrickDepartment of Epidemiology and Biostatistics, School of Public Health, University of Zambia, 50516, Lusaka, Zambia.
Fwemba IsaacDepartment of Medical Education, School of Medicine, University of Zambia, Lusaka, Zambia.
Zulu JospehDepartment of Health Promotion, School of Public Health, University of Zambia, Lusaka, Zambia.

Funding

NORHED-PRICE Grant number 70324.
6 · The paper itself

Abstract

Progress has been made in recent years in addressing inequalities among Persons with Disabilities (PWDS), but there is still a lot to be done in most of the sub-Saharan African countries. The unfair conditions experienced by PWDs across all aspects of life, including within the Primary Health Care (PHC) system, are responsible for inadequate access to primary health services, which could result in adverse health outcomes. There is a need to improve access to PHC services for Persons with Disabilities in Zambia’s communities to foster the achievement of universal health coverage by 2030. The COVID-19 pandemic has further widened these inequalities, particularly impacting PWDs. Our research aimed to examine the determinants of access to primary health care among persons with disabilities in Zambia and explore their experiences during the COVID-19 pandemic. The study used a mixed-methods concurrent approach, with a qualitative component involving focus group discussions and a quantitative component consisting of a cross-sectional study that used structured questionnaires conducted in the three districts of Zambia (Lusaka, Mazabuka, and Monze). A total of 985 participants were interviewed, and Seven Focus Group Discussions were conducted. The WHO access to health dimension was used. Qualitative data was analysed thematically while quantitative data was analysed using descriptive statistics and log-binomial model analysis. StataCorp version 17 software was used for the analysis. The study established that the persisting challenges were the unavailability of instruction in reading braille, the lack of PHC sign language interpreters, and non-subscription to the national health insurance. Results from log-binomial model on access to PHC among participants were that individuals with minor disability (aPR: 7.32, 95% CI: 4.14–12.94), moderate disability (aPRs: 1.27, 95% CI: 1.07–1.51), primary education (aPR: 1.68, 1.11–2.53) secondary education (1.67: 1.11–2.51), tertiary education (aPR: 2.28,95% CI: 1.46–3.56) were more likely to access primary health care. Mazabuka District (aPR, 0.78, 95% CI: 0.63–0.97) spinal cord impairment (aPR: 0.76, 95% CI: 0.61–0.95), vision disability (aPR, 0.38 95% CI: 0.27–0.55), cognitive disability (aPR, 0.50 95% CI: 0.32–0.79) hearing disability (aPR 0.45, 95% CI: 0.21–0.97) were less likely to access primary health care. The study revealed that access to primary health care among persons with disabilities in Zambia and experiences during the COVID-19 pandemic were significantly constrained across all five WHO access dimensions. There is a need to ensure that access to PHC among Persons with Disabilities is improved to achieve universal health coverage.

Indexed as

Access to Primary CareCOVID-19Health Services AccessibilityPersons with DisabilitiesPrimary Health CareAdultCross-Sectional StudiesFemaleFocus GroupsHumansMaleMiddle AgedPandemicsQualitative ResearchYoung AdultZambiaAccess to primary health carePersons with disabilitiesPrimary health care facilityPrimary health care workersUniversal health coverage

Identifiers

PMID41549232
PMCPMC12896347

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

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.