Evidence map›Paper›PMID 37756286›Full record

ArticlePLOS global public health2023

Diabetes health care specific services readiness and availability in Kenya: Implications for Universal Health Coverage.

Stephen N Onteri, James Kariuki, David Mathu, Antony M Wangui, Lucy Magige, Joseph Mutai, Vyolah Chuchu, Sarah Karanja, Ismail Ahmed, Sharon Mokua and 2 more

Abstract read
In one paragraph

Article in PLOS global public health, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

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

  1. Pooled it
  2. Article
  3. Article
  4. Article
  5. 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

12 authors.

Stephen N OnteriCentre for Public Health Research, Kenya Medical Research Institute Kenya, Nairobi, Kenya.ORCID https://orcid.org/0000-0003-3327-5126
James KariukiCentre for Public Health Research, Kenya Medical Research Institute Kenya, Nairobi, Kenya.
David MathuCentre for Public Health Research, Kenya Medical Research Institute Kenya, Nairobi, Kenya.
Antony M WanguiCentre for Public Health Research, Kenya Medical Research Institute Kenya, Nairobi, Kenya.ORCID https://orcid.org/0009-0002-4943-7484
Lucy MagigeCentre for Public Health Research, Kenya Medical Research Institute Kenya, Nairobi, Kenya.
Joseph MutaiCentre for Public Health Research, Kenya Medical Research Institute Kenya, Nairobi, Kenya.
Vyolah ChuchuCentre for Public Health Research, Kenya Medical Research Institute Kenya, Nairobi, Kenya.ORCID https://orcid.org/0009-0009-3897-6862
Sarah KaranjaCentre for Public Health Research, Kenya Medical Research Institute Kenya, Nairobi, Kenya.
Ismail AhmedCentre for Public Health Research, Kenya Medical Research Institute Kenya, Nairobi, Kenya.
Sharon MokuaCentre for Public Health Research, Kenya Medical Research Institute Kenya, Nairobi, Kenya.
Priscah OtamboCentre for Public Health Research, Kenya Medical Research Institute Kenya, Nairobi, Kenya.
Zipporah BukaniaCentre for Public Health Research, Kenya Medical Research Institute Kenya, Nairobi, Kenya.ORCID https://orcid.org/0000-0001-7134-4423

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Diabetes is a major cause of morbidity and mortality worldwide yet preventable. Complications of undetected and untreated diabetes result in serious human suffering and disability. It negatively impacts on individual's social economic status threatening economic prosperity. There is a scarcity of data on health system diabetes service readiness and availability in Kenya which necessitated an investigation into the specific availability and readiness of diabetes services. A cross sectional descriptive study was carried out using the Kenya service availability and readiness mapping tool in 598 randomly selected public health facilities in 12 purposively selected counties. Ethical standards outlined in the 1964 Declaration of Helsinki and its later amendments were upheld throughout the study. Health facilities were classified into primary and secondary level facilities prior to statistical analysis using IBM SPSS version 25. Exploratory data analysis techniques were employed to uncover the distribution structure of continuous study variables. For categorical variables, descriptive statistics in terms of proportions, frequency distributions and percentages were used. Of the 598 facilities visited, 83.3% were classified as primary while 16.6% as secondary. A variation in specific diabetes service availability and readiness was depicted in the 12 counties and between primary and secondary level facilities. Human resource for health reported a low mean availability (46%; 95% CI 44%-48%) with any NCDs specialist and nutritionist the least carder available. Basic equipment and diagnostic capacity reported a fairly high mean readiness (73%; 95% CI 71%-75%) and (64%; 95%CI 60%-68%) respectively. Generally, primary health facilities had low diabetic specific service availability and readiness compared to secondary facilities: capacity to cope with diabetes increased as the level of care ascended to higher levels. Significant gaps were identified in overall availability and readiness in both primary and secondary levels facilities particularly in terms of human resource for health specifically nutrition and laboratory profession.

Identifiers

PMID37756286
PMCPMC10529624

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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.