Evidence map›Paper›PMID 42118804›Full record

ArticlePLOS global public health2026

Temporal trends in African healthcare system capacities in prevention, detection, response, and sustainability between 2010 and 2023.

Pratik Sharma, Supriya D Mahajan, Ravikumar Aalinkeel

Abstract read
In one paragraph

Article in PLOS global public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

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

3 authors.

Pratik SharmaGifted Math Program, Graduate School of Education, University at Buffalo, Buffalo, New York, United States of America.ORCID https://orcid.org/0009-0007-8002-1192
Supriya D MahajanDepartment of Medicine, University at Buffalo, Buffalo, New York, United States of America.ORCID https://orcid.org/0000-0002-5298-6962
Ravikumar AalinkeelDepartment of Medicine, University at Buffalo, Buffalo, New York, United States of America.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This analysis evaluated self-reported national capacities for prevention, detection, response, and sustainability in 54 African countries from 2013 to 2023 using data from WHO State Party Annual Report (SPAR) submissions. Countries were grouped into five UN-defined regions. Global averages were used as external benchmarks. Four capacity domains were scored using SPAR indicators. Regional and temporal differences were analyzed using ANOVA with Tukey's multiple comparisons. Time trends from 2010 to 2023 were assessed using linear regression. Pre- and post-COVID-19 changes were compared using 2018 and 2023 data. Global scores were consistently higher than African regional means across all capacities. In 2023, African preventive capacity was 63.88 globally and 52.66 (p < 0.0001). Northern Africa scored highest within Africa (67.22), while Middle Sub-Saharan Africa remained lowest (34.07; p = 0.0134 vs Northern). Detection capacity in Africa rose from 56.67 (2013) to 63.12 (2023), still trailing the global score of 72.21 (p = 0.0001). Response capacity increased sharply in Africa in the post-pandemic period, from 38.48 in 2018 to 59.86 in 2023 (p = 0.0014), led by Northern Africa (73.75). Sustainability scores improved modestly in Africa (46.28 in 2018 to 54.78 in 2023; p = 0.0006), with Middle Sub-Saharan Africa lowest at 43.81. Full-period regression analysis revealed significant negative trends in prevention capacity for Africa overall and several subregions and positive trends in detection capacity for Northern, Middle, and Western Africa. Sensitivity analyses restricted to 2018-2023 revealed prevention trends reversed to positive; response and sustainability gains were concentrated in the post-pandemic period. Between 2013 and 2023, African regions showed incremental gains across all capacity domains, with the largest post-pandemic improvement in response capacity. However, persistent performance gaps remain, especially in Middle Sub-Saharan Africa. The data support targeted investment in infrastructure, workforce, and diagnostics to close gaps and stabilize long-term health system performance.

Identifiers

PMID42118804
PMCPMC13166948

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.