ArticleBMJ open2022
Factors associated with hospital length of stay in patients admitted with suspected malaria in Kenya: secondary analysis of a cross-sectional survey.
Article in BMJ open, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.
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Who cites it
4 citing papers in PubMed, 4 citations in OpenAlex.
- Clinical Characteristics and Outcomes of Hospitalized Malaria Patients in Rural Madagascar.Journal of clinical medicine · 2026Article
- Examining Tertiary Healthcare Quality Under Asset Leasing, Performance-Based Financing, and Social Impact Bonds: The Role of Government Stewardship in a Cross-Sectional Quantitative Study in Kenya.Health science reports · 2026Article
- Challenges of healthcare quality in Kenya's tertiary hospitals: assessing the contribution and constraints of asset leasing financing mechanism.BMC health services research · 2025Article
- Cost-effectiveness of sentinel screening of endemic diseases alongside malaria diagnosis: A case study in schistosomiasis.PLoS neglected tropical diseases · 2024Article
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Authors and funding
5 authors at 4 institutions in 3 countries.
Funding
Abstract
objectivesTo investigate factors associated with hospital length of stay (LOS) in patients admitted with suspected malaria using a competing risk approach.
settingCounty government referrals and major faith-based hospitals in Kenya in 2018.
designSecondary analysis of a cross-sectional survey data.
participantsData were extracted from 2396 medical records of patients admitted with suspected malaria at 90 hospitals. OUTCOME MEASURES: LOS, defined as time to discharge, was the primary event of interest, and time to death was the competing event against patient factors assessed during admission and hospitalisation.
resultsAmong the patients analysed, 2283 were discharged, 49 died and 64 were censored. The median LOS was 4 days (IQR: 3-6 days). The cumulative incidence of discharge significantly decreased (p<0.05) by 12.7% (subdistribution-HR (SDHR): 0.873; 95% CI 0.789 to 0.967) when the respiratory rate was assessed, by 14.1% (SDHR 0.859; 95% CI 0.754 to 0.978) when oxygen saturation was monitored, by 23.1% (SDHR 0.769; 95% CI 0.709 to 0.833) and 23.4% (SDHR 0.766; 95% CI 0.704 to 0.833) when haemoglobin/haematocrit and glucose/random blood sugar were performed, respectively, and by 30.4% (SDHR 0.696; 95% CI 0.626 to 0.774) when patients had at least one clinical feature of severe malaria. Conversely, patients with confirmed severe malaria and those treated with injectable artesunate had a significantly increased cumulative incidence of discharge by 21.4% (SDHR 1.214; 95% CI 1.082 to 1.362) and 33.9% (SDHR 1.339; 95% CI 1.184 to 1.515), respectively.
conclusionsFactors of inpatient clinical processes that influence hospital LOS were identified. These can be targeted during quality improvement interventions to enhance health service delivery in Kenya. Early recognition and appropriate management of the signs of malaria severity could greatly affect beneficial outcomes. Strengthening clinical practices and nursing care according to national case management guidelines should be a priority for malaria control managers in Kenya.
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