Evidence map›Paper›PMID 35863838›Full record

Observational studyBMJ open2022

Effectiveness of an electronic clinical decision support system in improving the management of childhood illness in primary care in rural Nigeria: an observational study.

Torsten Schmitz, Fenella Beynon, Capucine Musard, Marek Kwiatkowski, Marco Landi, Daniel Ishaya, Jeremiah Zira, Muazu Muazu, Camille Renner, Edwin Emmanuel and 2 more

Abstract readObservational Study
In one paragraph

Observational study in BMJ open, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
24citing papers in PubMed, 1 pooled it
–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

24 citing papers in PubMed, 1 synthesis or guideline pooled it.

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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

12 authors.

Torsten SchmitzUniversity of Basel, Basel, Switzerland torsten.schmitz@swisstph.ch.ORCID 0000-0002-2946-6782
Fenella BeynonUniversity of Basel, Basel, Switzerland.ORCID 0000-0002-4758-8847
Capucine MusardUniversity of Basel, Basel, Switzerland.
Marek KwiatkowskiUniversity of Basel, Basel, Switzerland.
Marco LandiRegional Delegation Nigeria, International Committee of the Red Cross, Jimeta Yola, Nigeria.
Daniel IshayaAdamawa State Primary Health Care Development Agency, Jimeta Yola, Nigeria.
Jeremiah ZiraAdamawa State Primary Health Care Development Agency, Jimeta Yola, Nigeria.
Muazu MuazuAdamawa State Primary Health Care Development Agency, Jimeta Yola, Nigeria.
Camille RennerUniversity of Basel, Basel, Switzerland.
Edwin EmmanuelRegional Delegation Nigeria, International Committee of the Red Cross, Jimeta Yola, Nigeria.
Solomon Gideon BulusDepartment of Paediatrics, Federal Medical Centre, Yola, Nigeria.
Rodolfo RossiHealth Unit, International Committee of the Red Cross, Geneve, Switzerland.ORCID 0000-0001-7761-7162

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectivesTo evaluate the impact of ALgorithm for the MANAgement of CHildhood illness ('ALMANACH'), a digital clinical decision support system (CDSS) based on the Integrated Management of Childhood Illness, on health and quality of care outcomes for sick children attending primary healthcare (PHC) facilities.

designObservational study, comparing outcomes of children attending facilities implementing ALMANACH with control facilities not yet implementing ALMANACH.

settingPHC facilities in Adamawa State, North-Eastern Nigeria.

participantsChildren 2-59 months presenting with an acute illness. Children attending for routine care or nutrition visits (eg, immunisation, growth monitoring), physical trauma or mental health problems were excluded.

interventionsThe ALMANACH intervention package (CDSS implementation with training, mentorship and data feedback) was rolled out across Adamawa's PHC facilities by the Adamawa State Primary Health Care Development Agency, in partnership with the International Committee of the Red Cross and the Swiss Tropical and Public Health Institute. Tablets were donated, but no additional support or incentives were provided. Intervention and control facilities received supportive supervision based on the national supervision protocol. PRIMARY AND SECONDARY OUTCOME MEASURES: The primary outcome was caregiver-reported recovery at day 7, collected over the phone. Secondary outcomes were antibiotic and antimalarial prescription, referral, and communication of diagnosis and follow-up advice, assessed at day 0 exit interview.

resultsWe recruited 1929 children, of which 1021 (53%) attended ALMANACH facilities, between March and September 2020. Caregiver-reported recovery was significantly higher among children attending ALMANACH facilities (adjusted OR=2·63, 95% CI 1·60 to 4·32). We observed higher parenteral and lower oral antimicrobial prescription rates (adjusted OR=2·42 (1·00 to 5·85) and adjusted OR=0·40 (0·22 to 0·73), respectively) in ALMANACH facilities as well as markedly higher rates for referral, communication of diagnosis, and follow-up advice.

conclusionImplementation of digital CDSS with training, mentorship and feedback in primary care can improve quality of care and recovery of sick children in resource-constrained settings, likely mediated by better guideline adherence. These findings support the use of CDSS for health systems strengthening to progress towards universal health coverage.

Indexed as

Decision Support Systems, ClinicalAnti-Bacterial AgentsChildElectronicsHumansNigeriaPrimary Health CareRural PopulationAnti-Bacterial Agentshealth informaticspaediatricsprimary carepublic healthtropical medicine

Identifiers

PMID35863838
PMCPMC9310162

What OpenQuestion holds

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LicenceCC BY-NC
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Registered trials

None linked

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.