Evidence map›Paper›PMID 40686675›Full record

ArticleEClinicalMedicine2025

Effectiveness of introducing pulse oximetry and clinical decision support algorithms for the management of sick children in primary care in India and Tanzania on hospitalisation and mortality: the TIMCI pragmatic cluster randomised controlled trial.

Fenella Beynon, Grace Mhalu, Divas Kumar, Silvia Cicconi, Hélène Langet, Gillian A Levine, Girdhar Agarwal, Charles Festo, Tracy R Glass, Anmol Jacob and 29 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 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing 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

8 citing papers in PubMed.

  1. Article
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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

39 authors.

Fenella BeynonSwiss Tropical and Public Health Institute, Allschwil, Switzerland.
Grace MhaluIfakara Health Institute, Dar es Salaam, United Republic of Tanzania.
Divas KumarDepartment of Pediatrics, King George Medical University, Lucknow, Uttar Pradesh, India.
Silvia CicconiSwiss Tropical and Public Health Institute, Allschwil, Switzerland.
Hélène LangetSwiss Tropical and Public Health Institute, Allschwil, Switzerland.
Gillian A LevineSwiss Tropical and Public Health Institute, Allschwil, Switzerland.
Girdhar AgarwalDepartment of Pediatrics, King George Medical University, Lucknow, Uttar Pradesh, India.
Charles FestoIfakara Health Institute, Dar es Salaam, United Republic of Tanzania.
Tracy R GlassSwiss Tropical and Public Health Institute, Allschwil, Switzerland.
Anmol JacobDepartment of Pediatrics, King George Medical University, Lucknow, Uttar Pradesh, India.
Gaurav KumarSwiss Tropical and Public Health Institute, Allschwil, Switzerland.
Samwel LwamburaIfakara Health Institute, Dar es Salaam, United Republic of Tanzania.
Lena MatataSwiss Tropical and Public Health Institute, Allschwil, Switzerland.
Abdallah MkopiIfakara Health Institute, Dar es Salaam, United Republic of Tanzania.
Robert MoshiroDepartment of Pediatrics and Child Health, Muhimbili University Health and Allied Sciences, Dar es Salaam, United Republic of Tanzania.
Fabian SchaerSwiss Tropical and Public Health Institute, Allschwil, Switzerland.
Vineela BandiDepartment of Pediatrics, King George Medical University, Lucknow, Uttar Pradesh, India.
Leah F BohleSwiss Tropical and Public Health Institute, Allschwil, Switzerland.
Mira Emmanuel-FabulaPATH.
Megan HorlacherPATH.
Susan HortonSchool of Public Health and Health Systems, University of Waterloo, Waterloo, Canada.
John MaibaIfakara Health Institute, Dar es Salaam, United Republic of Tanzania.
Suzan MakawiaIfakara Health Institute, Dar es Salaam, United Republic of Tanzania.
Naomi MasanjaIfakara Health Institute, Dar es Salaam, United Republic of Tanzania.
Deusdedit MjunguPATH.
Ibrahim E MtebeneIfakara Health Institute, Dar es Salaam, United Republic of Tanzania.
Olgah OdekPATH.
Vânia OliveiraSwiss Tropical and Public Health Institute, Allschwil, Switzerland.
Elena PantjushenkoPATH.
Elisabeth ReusSwiss Tropical and Public Health Institute, Allschwil, Switzerland.
Michael RuffoPATH.
Kovid SharmaPATH.
Helen StoreyPATH.
Mansi TyagiDepartment of Pediatrics, King George Medical University, Lucknow, Uttar Pradesh, India.
Valérie D'AcremontSwiss Tropical and Public Health Institute, Allschwil, Switzerland.
Honorati MasanjaIfakara Health Institute, Dar es Salaam, United Republic of Tanzania.
Shally AwasthiDepartment of Pediatrics, King George Medical University, Lucknow, Uttar Pradesh, India.
Kaspar WyssSwiss 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: Pulse oximetry can support better detection of hypoxaemia, an important mortality predictor, and digital clinical decision support algorithms (CDSAs) can strengthen adherence to Integrated Management of Childhood Illness (IMCI) guidelines. This study sought to address evidence gaps on the impact of providing these tools to primary care healthcare providers on under-five hospitalisations and mortality. Methods: A pragmatic, parallel group, superiority, cluster randomised controlled trial (RCT) conducted in 172 primary care facilities in India and Tanzania (106 and 66 facilities, respectively). Facilities were randomly allocated (1:1) in India to pulse oximetry (PO) or control and (1:1:1) in Tanzania to PO + CDSA, PO, or control, stratified by facility type and location (India: district; Tanzania: urban/rural). Sick children aged 0-59 months attending study facilities were eligible. Pulse oximeters and CDSAs were given to healthcare providers, along with training and guidance, supportive supervision, monitoring, community engagement, and operational support. Providers were advised to use pulse oximetry for all sick children in India, and in Tanzania for all 1-59 days, and for those 2-59 months with cough, difficulty breathing, or a moderate to severe illness. Urgent referral was recommended for SpO Findings: A total of 157,677 sick children (1-59 days: 3188 control, 4012 PO, 2386 PO + CDSA; 2-59 months: 54,318 control, 56,968 PO, 36,805 PO + CDSA) were enrolled from 28 March, 2022 to 31 March, 2023 in Tanzania and from 20 June, 2022 to 21 April, 2023 in India. Severe complications were rare in the control arm, with 16 (0·5%) events in 1-59 days, 77 (0·1%) in 2-59 months. No significant difference was observed in 1-59 days in the PO arm, with 27 events (0·7%, RD 0·2% [-0·2%; 0·5%]), but a slight increase was noted in 2-59 months, with 143 events (0·3%, adjusted RD 0·1% [0·0%; 0·2%]). No statistically significant differences were observed in the CDSA + PO arm, with 21 events (0·9%, RD 0·5% [-0·1%, 1·0%]) in 1-59 days, 128 (0·3%, adjusted RD 0·1% [-0·0%, 0·3%]) in 2-59 months. Day 0 hospitalisations with referral were very rare in the control arm, with 0 events (0·0%) in 1-59 days, 12 (0·0%) in 2-59 months. Arm comparisons were either not computable or not statistically significant, within the PO arm: 9 events (0·2%) in 1-59 days, 22 (0·0%, RD 0·0% [-0·0%, 0·1%]) in 2-59 months; in the CDSA + PO arm: 6 events (0·3%) in 1-59 days, 32 (0·1%, RD 0·0% [-0·0%, 0·1%]) in 2-59 months. Interpretation: When implemented in routine health systems at primary care level in India and Tanzania, contrary to expectations, pulse oximetry and CDSAs were not found to increase rates of hospitalisation within 24 h of primary care referral, nor to decrease deaths, or delayed or un-referred hospitalisations. Wider health system challenges, including referral barriers, inequitable oxygen access and hospital care quality must be addressed if the potential of these tools in delivering child outcome benefits is to be realised. 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 oximetryRandomised controlled trial

Identifiers

PMID40686675
PMCPMC12271772

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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.