Evidence map›Paper›PMID 33095763›Full record

ArticlePLoS medicine2020

Predictive value of pulse oximetry for mortality in infants and children presenting to primary care with clinical pneumonia in rural Malawi: A data linkage study.

Tim Colbourn, Carina King, James Beard, Tambosi Phiri, Malizani Mdala, Beatiwel Zadutsa, Charles Makwenda, Anthony Costello, Norman Lufesi, Charles Mwansambo and 7 more

Registry-linked trialOpen access · goldAbstract read
In one paragraph

Article in PLoS medicine, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06176664 (Oxygen Therapy for Children With Moderate Hypoxemia in Malawi), which is not on this map. Cited by 38 papers, 3 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
38citing papers in PubMed, 3 pooled it
6.1field-weighted citation impact, top 3% of its field
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.

NCT06176664 nacompletednot on this mapstarted 2024, after this paper: background citation

Oxygen Therapy for Children With Moderate Hypoxemia in Malawi: Pilot Randomized Control Trial

TypeinterventionalSponsorJohns Hopkins UniversityRan2024 to 2024Enrolled21ConditionsPneumoniaArmsLow flow oxygen, High-flow nasal cannula oxygen
3 · Its place in the literature

Who cites it

38 citing papers in PubMed, 3 syntheses or guidelines pooled it, 47 citations in OpenAlex.

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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

17 authors at 9 institutions in 5 countries.

Tim ColbournInstitute for Global Health, University College London, London, United Kingdom.ORCID 0000-0002-6917-6552
Carina KingInstitute for Global Health, University College London, London, United Kingdom.ORCID 0000-0002-6885-6716
James BeardInstitute for Global Health, University College London, London, United Kingdom.
Tambosi PhiriParent and Child Health Initiative, Lilongwe, Malawi.
Malizani MdalaParent and Child Health Initiative, Lilongwe, Malawi.
Beatiwel ZadutsaParent and Child Health Initiative, Lilongwe, Malawi.
Charles MakwendaParent and Child Health Initiative, Lilongwe, Malawi.
Anthony CostelloInstitute for Global Health, University College London, London, United Kingdom.ORCID 0000-0002-0460-4245
Norman LufesiMinistry of Health, Lilongwe, Malawi.ORCID 0000-0001-9667-4293
Charles MwansamboMinistry of Health, Lilongwe, Malawi.ORCID 0000-0002-7125-9998
Bejoy NambiarUNICEF, Lilongwe, Malawi.
Shubhada HooliDepartment of Pediatrics, Section of Emergency Medicine, Baylor College of Medicine, Houston, Texas, United States of America.ORCID 0000-0003-4596-448X
Neil FrenchInstitute of Infection & Global Health, University of Liverpool, Liverpool, United Kingdom.ORCID 0000-0003-4814-8293
Naor Bar ZeevInstitute of Infection & Global Health, University of Liverpool, Liverpool, United Kingdom.ORCID 0000-0003-0570-4624
Shamim Ahmad QaziDepartment of Maternal, Newborn, Child and Adolescent Health, World Health Organization, Geneva, Switzerland.ORCID 0000-0002-9688-9259
Yasir Bin NisarDepartment of Maternal, Newborn, Child and Adolescent Health and Ageing, World Health Organization, Geneva, Switzerland.
Eric D McCollumDepartment of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, United States of America.ORCID 0000-0002-1872-5566
Public Health Institute of Malawi · MWUniversity College London · GBJohns Hopkins University · USMinistry of Health · MWWorld Health Organization · CHBaylor College of Medicine · USKarolinska Institutet · SELilongwe University of Agriculture and Natural Resources · MWUniversity of Liverpool · GB

Funding

Wellcome TrustWellcome Trust WT091909/B/10/Z0World Health Organization 001
6 · The paper itself

Abstract

backgroundThe mortality impact of pulse oximetry use during infant and childhood pneumonia management at the primary healthcare level in low-income countries is unknown. We sought to determine mortality outcomes of infants and children diagnosed and referred using clinical guidelines with or without pulse oximetry in Malawi. METHODS AND

findingsWe conducted a data linkage study of prospective health facility and community case and mortality data. We matched prospectively collected community health worker (CHW) and health centre (HC) outpatient data to prospectively collected hospital and community-based mortality surveillance outcome data, including episodes followed up to and deaths within 30 days of pneumonia diagnosis amongst children 0-59 months old. All data were collected in Lilongwe and Mchinji districts, Malawi, from January 2012 to June 2014. We determined differences in mortality rates using <90% and <93% oxygen saturation (SpO2) thresholds and World Health Organization (WHO) and Malawi clinical guidelines for referral. We used unadjusted and adjusted (for age, sex, respiratory rate, and, in analyses of HC data only, Weight for Age Z-score [WAZ]) regression to account for interaction between SpO2 threshold (pulse oximetry) and clinical guidelines, clustering by child, and CHW or HC catchment area. We matched CHW and HC outpatient data to hospital inpatient records to explore roles of pulse oximetry and clinical guidelines on hospital attendance after referral. From 7,358 CHW and 6,546 HC pneumonia episodes, we linked 417 CHW and 695 HC pneumonia episodes to 30-day mortality outcomes: 16 (3.8%) CHW and 13 (1.9%) HC patients died. SpO2 thresholds of <90% and <93% identified 1 (6%) of the 16 CHW deaths that were unidentified by integrated community case management (iCCM) WHO referral protocol and 3 (23%) and 4 (31%) of the 13 HC deaths, respectively, that were unidentified by the integrated management of childhood illness (IMCI) WHO protocol. Malawi IMCI referral protocol, which differs from WHO protocol at the HC level and includes chest indrawing, identified all but one of these deaths. SpO2 < 90% predicted death independently of WHO danger signs compared with SpO2 ≥ 90%: HC Risk Ratio (RR), 9.37 (95% CI: 2.17-40.4, p = 0.003); CHW RR, 6.85 (1.15-40.9, p = 0.035). SpO2 < 93% was also predictive versus SpO2 ≥ 93% at HC level: RR, 6.68 (1.52-29.4, p = 0.012). Hospital referrals and outpatient episodes with referral decision indications were associated with mortality. A substantial proportion of those referred were not found admitted in the inpatients within 7 days of referral advice. All 12 deaths in 73 hospitalised children occurred within 24 hours of arrival in the hospital, which highlights delay in appropriate care seeking. The main limitation of our study was our ability to only match 6% of CHW episodes and 11% of HC episodes to mortality outcome data.

conclusionsPulse oximetry identified fatal pneumonia episodes at HCs in Malawi that would otherwise have been missed by WHO referral guidelines alone. Our findings suggest that pulse oximetry could be beneficial in supplementing clinical signs to identify children with pneumonia at high risk of mortality in the outpatient setting in health centres for referral to a hospital for appropriate management.

Indexed as

Child, PreschoolCommunity Health WorkersFemaleHospitalizationHumansInfantInfant, NewbornInformation Storage and RetrievalMalawiMaleOdds RatioOutpatientsOximetryPneumoniaPredictive Value of TestsPrimary Health Care

Identifiers

PMID33095763
PMCPMC7584207
OpenAlexW3093597289

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LicenceCC BY
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Registered trials

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.