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.
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.
What it found
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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.
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.
Who cites it
24 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Implementation, adoption and impact of clinical decision support system for antibiotic prescribing in primary care: a systematic review.The Journal of antimicrobial chemotherapy · 2026Pooled it
- A digital health algorithm to guide antibiotic prescription in pediatric outpatient care: a cluster randomized controlled trial.Nature medicine · 2024Trial
- A Randomized Trial to Assess the Impact of a Package of Diagnostic Tools and Diagnostic Algorithm on Antibiotic Prescriptions for the Management of Febrile Illnesses Among Children and Adolescents in Primary Health Facilities in Burkina Faso.Clinical infectious diseases : an official publication of the Infectious Diseases Society of America · 2023Trial
- Digital innovations and health information systems: Lessons learned from implementing ALMANACH in Nigeria.PLOS digital health · 2026Article
- The impact of interventions to modify antibiotic use in children with suspected infections in ambulatory healthcare settings in LMICs: a systematic review.JAC-antimicrobial resistance · 2026Review
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- Article
- Knowledge of pulse oximetry, indications for oxygen therapy, and integrated management of childhood illness among health care workers in Nigerian primary and secondary health facilities: a cross-sectional survey.Frontiers in 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
- Enhancing Physicians' Adherence to the 2023 Sudan Malaria Case Management Protocol Using AI as an Intervention Tool.Cureus · 2025Article
- Evaluation of a Scalable Design for a Pediatric Telemedicine and Medication Delivery Service: A Prospective Cohort Study in Haiti.The American journal of tropical medicine and hygiene · 2025Article
- medAL-suite: A software solution for creating and deploying complex clinical decision support algorithms.BMC medical informatics and decision making · 2025Article
- Integrating digital health technologies into the healthcare system: Challenges and opportunities in Nigeria.PLOS digital health · 2025Article
- Electronic Clinical Decision Support Tools to Manage Patients with Lower Respiratory Tract Infection: Clinicians' Perspectives in Sri Lanka.The American journal of tropical medicine and hygiene · 2025Article
- Article
- Development and implementation of a digital clinical decision support system to increase the quality of primary healthcare delivery in a refugee setting in Chad.BMC primary care · 2025Article
- ePOCT+ Rwanda: A Clinical Decision Support Algorithm For Managing Sick Children Below 15 Years of Age in Primary Healthcare Settings.Rwanda journal of medicine and health sciences · 2025Article
- Enhancing quality of health care delivered to under 5 children in Kibra informal settlement of Nairobi, Kenya, by using mHealth platform with electronic clinical decision support system.Oxford open digital health · 2025Article
- The Tools for Integrated Management of Childhood Illness (TIMCI) study protocol: a multi-country mixed-method evaluation of pulse oximetry and clinical decision support algorithms.Global health action · 2024Article
- Electronic Clinical Decision Support Tools: Strategies to Improve the Management of Lower Respiratory Tract Infections in Low-Resource Settings.The American journal of tropical medicine and hygiene · 2024Article
Corrections and comments
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Authors and funding
12 authors.
Funding
No grant is acknowledged in the PubMed record.
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.
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