Evidence map›Paper›PMID 40474998›Full record

ArticleEClinicalMedicine2025

Effectiveness of introducing pulse oximetry and clinical decision support algorithms for the management of sick children in primary care in Kenya and Senegal on referral and antibiotic prescription: the TIMCI quasi-experimental pre-post study.

Hélène Langet, Papa Moctar Faye, Francis Njiri, Silvia Cicconi, Gillian A Levine, Tracy R Glass, Rose J Kosgei, Kevin Ngari, Fabian Schaer, Aliou Thiongane and 17 more

Abstract read
In one paragraph

Article in EClinicalMedicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

7 citing papers in PubMed.

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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

27 authors.

Hélène LangetSwiss Tropical and Public Health Institute, Allschwil, Switzerland.
Papa Moctar FayeCheikh Anta Diop University of Dakar, Dakar, Senegal.
Francis NjiriCollege of Health Sciences, University of Nairobi, Nairobi, Kenya.
Silvia CicconiSwiss Tropical and Public Health Institute, Allschwil, Switzerland.
Gillian A LevineSwiss Tropical and Public Health Institute, Allschwil, Switzerland.
Tracy R GlassSwiss Tropical and Public Health Institute, Allschwil, Switzerland.
Rose J KosgeiCollege of Health Sciences, University of Nairobi, Nairobi, Kenya.
Kevin NgariCollege of Health Sciences, University of Nairobi, Nairobi, Kenya.
Fabian SchaerSwiss Tropical and Public Health Institute, Allschwil, Switzerland.
Aliou ThionganeCheikh Anta Diop University of Dakar, Dakar, Senegal.
Jean Augustin Diégane TineCheikh Anta Diop University of Dakar, Dakar, Senegal.
Maymouna BaPATH.
Leah F BohleSwiss Tropical and Public Health Institute, Allschwil, Switzerland.
Mira Emmanuel-FabulaPATH.
Mouhamadou Mansour FayePATH.
Susan HortonSchool of Public Health and Health Systems, University of Waterloo, Waterloo, Ontario, Canada.
Andolo MihesoPATH.
Mercy MugoCollege of Health Sciences, University of Nairobi, Nairobi, Kenya.
Mariah NgutuCollege of Health Sciences, University of Nairobi, Nairobi, Kenya.
Michael RuffoPATH.
Janet ShauriPATH.
Ndèye Marème SougouCheikh Anta Diop University of Dakar, Dakar, Senegal.
Valérie D'AcremontSwiss Tropical and Public Health Institute, Allschwil, Switzerland.
Kaspar WyssSwiss Tropical and Public Health Institute, Allschwil, Switzerland.
Ousmane NdiayeCheikh Anta Diop University of Dakar, Dakar, Senegal.
Fenella BeynonSwiss Tropical and Public Health Institute, Allschwil, Switzerland.
TIMCI Collaborator Group

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Acute illnesses are leading causes of death among children under-five, who often receive antibiotics unnecessarily, contributing to antimicrobial resistance. Pulse oximetry and digital Clinical Decision Support Algorithms (CDSAs) can strengthen the detection and management of severe childhood illnesses, and support antibiotic stewardship in primary care, but lack evidence for scale-up. This study sought to understand the real-world impact of these tools on urgent referrals and antibiotic prescription for children under-five. Methods: A quasi-experimental pre-post study of the implementation of pulse oximetry and CDSAs for healthcare providers (HCPs) managing sick children at primary care level was conducted in Kenya and Senegal. Sick children 0-59 months attending study facilities were eligible. Trained research assistants collected data from caregivers and facility records on Day 0, with a follow-up phone call at Day 7. Providers were advised to use pulse oximetry for all sick children in Kenya, and in Senegal for all 1-59 days, and for 2-59 months with cough or difficulty breathing, or a moderate to severe illness. Urgent referral was recommended for SpO Findings: A total of 50,580 sick children (1-59 days: 979 pre, 1748 post; 2-59 months: 16,782 pre, 31,071 post) were enrolled from September 13, 2021 to February 8, 2023 in Kenya and August 16, 2021 to March 31, 2023 in Senegal. In the pre-intervention period, urgent referrals were rare (0.6% in 1-59 days; 0.4% in 2-59 months), while antibiotic prescriptions were common (53.9% in 1-59 days; 74.9% in 2-59 months). Intervention uptake was 75% in Kenya and 40% in Senegal where a protracted HCP strike affected the intervention. The prevalence of SpO Interpretation: When implemented in routine health systems at primary care level in Kenya and Senegal, pulse oximetry and CDSAs were not found to be associated with an increase in urgent referrals but likely mediated antibiotic prescription reductions. The absence of referral increase may stem from limited severe illness detection due to low hypoxaemia prevalence and barriers to referral, also affected in Senegal by a protracted post-intervention HCP strike. Strengthening the referral system and implementing broader antibiotic stewardship strategies are likely to be needed to improve the effectiveness of the intervention and its impact on child health outcomes. Funding: Unitaid grant n°2019-35-TIMCI: Tools for Integrated Management of Childhood Illness.

Indexed as

Child healthClinical decision supportHypoxaemiaIntegrated management of childhood illnessPrimary carePulse oximetryQuasi-experimental study

Identifiers

PMID40474998
PMCPMC12140026

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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.