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.
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.
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Who cites it
7 citing papers in PubMed.
- Increasing equitable access to pulse oximetry: progress and considerations for sustainable scale-up in a changing global health landscape.BMJ global health · 2026Article
- Article
- Multimodal pulse oximeters to support the integrated management of childhood illnesses: A usability and diagnostic accuracy assessment from a multi-country hybrid type 2 study.PLOS global public health · 2026Article
- Antibiotic stewardship and point-of-care testing for children in 25 low-income and lower-middle-income countries: a systematic review and meta-analysis.EClinicalMedicine · 2025Article
- Prevalence of hypoxemia among sick children, aged under-five years, seeking healthcare at primary health facilities in Uttar Pradesh, India: an observational-cohort study.The Lancet regional health. Southeast Asia · 2025Article
- Article
- Costs of testing sick children in primary care with pulse oximetry: Evidence from four countries, both with and without electronic clinical decision support.PLOS global public health · 2025Article
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Authors and funding
27 authors.
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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.
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