Evidence map›Paper›PMID 40969637›Full record

ArticleFrontiers in public health2025

Strengthening integrated community case management through digitalization and performance management in Busia County, Kenya.

Joseph Kyalo Njoroge, Tabither Muthoni Gitau, Erick Kiprotich Yegon, Nzomo Mwita, Alice Koimur, Marlyn Ochieng, Rhonnie Omollo, Rosebellah Amihanda

Abstract read
In one paragraph

Article in Frontiers in public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

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

  1. Pooled it
  2. 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

8 authors.

Joseph Kyalo NjorogeLiving Goods, Nairobi, Kenya.
Tabither Muthoni GitauLiving Goods, Nairobi, Kenya.
Erick Kiprotich YegonLiving Goods, Nairobi, Kenya.
Nzomo MwitaLiving Goods, Nairobi, Kenya.
Alice KoimurLiving Goods, Nairobi, Kenya.
Marlyn OchiengLiving Goods, Nairobi, Kenya.
Rhonnie OmolloLiving Goods, Nairobi, Kenya.
Rosebellah AmihandaLiving Goods, Nairobi, Kenya.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Kenya continues to face a high burden of childhood mortality driven by preventable illnesses such as diarrhea, malaria, and pneumonia. Integrated community case management (iCCM) offers a strategy for mitigating this burden through community-level diagnosis, treatment, and referral. This study assessed the role of digitalization and performance management in enhancing the effectiveness of the iCCM strategy in Busia County. Using a quasi-experimental design, a comparison of iCCM intervention outcomes in Nambale sub-county with a non-iCCM comparison site in Teso South sub-county was done. Data were collected through household surveys and in-depth interviews. Results showed a significant improvement in healthcare-seeking behavior in the intervention site, with 56% of caregivers reporting that they sought care for pneumonia on the same day of symptom onset, compared to 35% in the comparison site (

Indexed as

Case ManagementCommunity Health ServicesDelivery of Health Care, IntegratedChildChild, PreschoolDiarrheaFemaleHumansInfantKenyaMalariaMalePatient Acceptance of Health CarePneumoniaBusiacare-seeking behaviorCHWsdigitalizationiCCMKenyaperformance management

Identifiers

PMID40969637
PMCPMC12440999

What OpenQuestion holds

Textmetadata
LicenceCC BY
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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.