Evidence map›Paper›PMID 41309152›Full record

ArticleBMJ global health2025

Understanding health innovation adoption: a realist evaluation of pulse oximeter implementation in primary care for children under 5 in four West African countries.

Sarah Louart, Habibata Balde, Abdourahmane Coulibaly, Abdoua Elhadji Dagobi, Kadidiatou Kadio, Kessièdé Gildas Boris Hedible, Valériane Leroy, Emilie Robert, Valéry Ridde, AIRE study group

Abstract read
In one paragraph

Article in BMJ global health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

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

2 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

10 authors.

Sarah LouartUniversity of Lille, CNRS, UMR 8019, CLERSE - Centre Lillois d'Études et de Recherches Sociologiques et Économiques, F-59000 Lille, France sarah.louart@gmail.com.ORCID 0000-0001-5330-7434
Habibata BaldeAfrican Center of Excellence for the Prevention and Control of Communicable Diseases (CEA-PCMT), Université Gamal Abdel Nasser, Conakry, Guinea.
Abdourahmane CoulibalyFaculté de Médecine et d'Odontostomatologie, Bamako, Mali.
Abdoua Elhadji DagobiUniversité Abdou Moumouni, Niamey, Niger.
Kadidiatou KadioInstitut de Recherche en Science de la Santé du Centre National de la Recherche Scientifique et Technologique (IRSS/CNRST), Ouagadougou, Burkina Faso.ORCID 0000-0001-5841-5979
Kessièdé Gildas Boris HedibleToulouse University, Inserm, Centre for Epidemiology and Research in Population Health (CERPOP), Toulouse, France.
Valériane LeroyToulouse University, Inserm, Centre for Epidemiology and Research in Population Health (CERPOP), Toulouse, France.ORCID 0000-0003-3542-8616
Emilie RobertÉcole nationale d'administration publique (ENAP), Montréal, Quebec, Canada.ORCID 0000-0002-2260-1873
Valéry RiddeUniversité Paris Cité and Université Sorbonne Paris Nord, IRD, Inserm, Ceped, F-75006 Paris, France.ORCID 0000-0001-9299-8266
AIRE study group

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionHypoxaemia is an important contributor to child mortality, particularly in low-resource settings where diagnostic tools are scarce. The Améliorer l'Identification des détresses Respiratoires chez l'Enfant project introduced pulse oximeters (POs) into 202 primary healthcare centres (PHCs) in Burkina Faso, Guinea, Mali and Niger, integrating them into the Integrated Management of Childhood Illness guidelines. This initiative aimed to strengthen diagnostic capacities for identifying hypoxaemia and to improve care management for critically ill children under 5. This study examined how healthcare workers (HCWs) adopted POs and explored the contexts and mechanisms influencing their adoption.

methodsWe conducted a realist evaluation to analyse adoption patterns, focusing on interactions between the Intervention, Contexts, Actors, Mechanisms and Outcomes (ICAMO configurations). Data collection included 299 interviews with HCWs, patients' families and institutional actors, conducted in 16 selected PHCs, at the institutional level and in district hospitals, complemented by site observations. Analysis was performed using NVivo software, identifying ICAMO configurations as demi-regularities to explain variations in PO use and adoption.

resultsTraining enabled HCWs to recognise the utility of POs, further motivating their use. Support-focused supervision fostered a sense of support, while control-focused approaches sometimes resulted in mechanical use driven by external pressure. In contexts of high workloads and children's agitation, difficulties in using POs were observed. In settings with limited diagnostic tools, POs increased HCWs' diagnostic confidence, encouraging adoption and improving decision-making. Observing or knowing the benefits of POs on children's health provided HCWs with a sense of relief and pride, further reinforcing PO adoption. However, structural barriers and challenges related to institutional adoption may threaten long-term use.

conclusionsThis study sheds light on the contexts and mechanisms that influence the use and adoption of the PO in PHCs. While widely used by HCWs, addressing challenges related to training, supply chain logistics and referral systems to hospitals is essential to ensure long-term sustainability and improve child health outcomes.

Indexed as

HypoxiaOximetryPrimary Health CareAfrica, WesternChild, PreschoolFemaleHealth PersonnelHumansInfantMaleChild healthDiagnostics and toolsHealth PersonnelOther study designRespiratory infections

Identifiers

PMID41309152
PMCPMC12684202

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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.