ArticleThe Lancet. Global health2018
Association of the Paediatric Admission Quality of Care score with mortality in Kenyan hospitals: a validation study.
Article in The Lancet. Global health, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers, 1 of them a synthesis that pooled it.
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Who cites it
20 citing papers in PubMed, 1 synthesis or guideline pooled it, 21 citations in OpenAlex.
- Do Quality Improvement Initiatives Improve Outcomes for Patients in Antiretroviral Programs in Low- and Middle-Income Countries? A Systematic Review.Journal of acquired immune deficiency syndromes (1999) · 2019Pooled it
- Oxygen systems and quality of care for children with pneumonia, malaria and diarrhoea: Analysis of a stepped-wedge trial in Nigeria.PloS one · 2021Trial
- Does adherence to evidence-based practices during childbirth prevent perinatal mortality? A post-hoc analysis of 3,274 births in Uttar Pradesh, India.BMJ global health · 2020Trial
- Best practices for designing interventions to improve health worker performance in low- and middle-income countries.Journal of global health · 2026Article
- Development and validation of an interpretable machine learning model for early prediction in patients with diabetes and sepsis.Scientific reports · 2025Article
- "Though there are some challenges, we try our best to follow the guidelines": a qualitative study exploring determinants of providing guideline-adherent care to hospitalized children in Kenya.Implementation science communications · 2025Article
- Improving adherence to severe malaria treatment guidelines in children at a Ugandan regional hospital: assessment of a quality improvement initiative.Malaria journal · 2024Article
- Provider adherence to clinical care recommendations for infants and children who died in seven low- and middle-income countries in the Child Health and Mortality Prevention Surveillance (CHAMPS) network.EClinicalMedicine · 2023Article
- Audit identified modifiable factors in Hospital Care of Newborns in low-middle income countries: a scoping review.BMC pediatrics · 2022Article
- Handling missing data in a composite outcome with partially observed components: simulation study based on clustered paediatric routine data.Journal of applied statistics · 2022Article
- Employing learning health system principles to advance research on severe neonatal and paediatric illness in Kenya.BMJ global health · 2021Review
- Article
- Identifying Infants and Young Children at Risk of Unplanned Hospital Admissions and Clinic Visits in Dar es Salaam, Tanzania.The Pediatric infectious disease journal · 2020Article
- Handling missing data in modelling quality of clinician-prescribed routine care: Sensitivity analysis of departure from missing at random assumption.Statistical methods in medical research · 2020Article
- Quality of clinical management of children diagnosed with malaria: A cross-sectional assessment in 9 sub-Saharan African countries between 2007-2018.PLoS medicine · 2020Article
- Examining which clinicians provide admission hospital care in a high mortality setting and their adherence to guidelines: an observational study in 13 hospitals.Archives of disease in childhood · 2020Observational
- Analysis of Hierarchical Routine Data With Covariate Missingness: Effects of Audit & Feedback on Clinicians' Prescribed Pediatric Pneumonia Care in Kenyan Hospitals.Frontiers in public health · 2019Article
- A mixed method multi-country assessment of barriers to implementing pediatric inpatient care guidelines.PloS one · 2019Article
- Adherence to clinical guidelines is associated with reduced inpatient mortality among children with severe anemia in Ugandan hospitals.PloS one · 2019Article
- Quality of care for paediatric admissions: is a score-based approach viable?The Lancet. Global health · 2018Article
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Authors and funding
4 authors at 3 institutions in 3 countries.
Funding
Abstract
backgroundMeasuring the quality of hospital admission care is essential to ensure that standards of practice are met and continuously improved to reduce morbidity and mortality associated with the illnesses most responsible for inpatient deaths. The Paediatric Admission Quality of Care (PAQC) score is a tool for measuring adherence to guidelines for children admitted with acute illnesses in a low-income setting. We aimed to explore the external and criterion-related validity of the PAQC score by investigating its association with mortality using data drawn from a diverse sample of Kenyan hospitals.
methodsWe identified children admitted to Kenyan hospitals for treatment of malaria, pneumonia, diarrhoea, or dehydration from datasets from three sources: an observational study, a clinical trial, and a national cross-sectional survey. We extracted variables describing the process of care provided to patients at admission and their eventual outcomes from these data. We applied the PAQC scoring algorithm to the data to obtain a quality-of-care score for each child. We assessed external validity of the PAQC score by its systematic replication in datasets that had not been previously used to investigate properties of the PAQC score. We assessed criterion-related validity by using hierarchical logistic regression to estimate the association between PAQC score and the outcome of mortality, adjusting for other factors thought to be predictive of the outcome or responsible for heterogeneity in quality of care.
findingsWe found 19 065 eligible admissions in the three validation datasets that covered 27 hospitals, of which 12 969 (68%) were complete cases. Greater guideline adherence, corresponding to higher PAQC scores, was associated with a reduction in odds of death across the three datasets, ranging between 9% (odds ratio 0·91, 95% CI 0·84-0·99; p=0·031) and 30% (0·70, 0·63-0·78; p<0·0001) adjusted reduction per unit increase in the PAQC score, with a pooled estimate of 17% (0·83, 0·78-0·89; p<0·0001). These findings were consistent with a multiple imputation analysis that used information from all observations in the combined dataset.
interpretationThe PAQC score, designed as an index of the technical quality of care for the three commonest causes of admission in children, is also associated with mortality. This finding suggests that it could be a meaningful summary measure of the quality of care for common inpatient conditions and supports a link between process quality and outcome. It might have potential for application in low-income countries with similar disease profiles and in which paediatric practice recommendations are based on WHO guidelines.
fundingThe Wellcome Trust.
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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.