ArticleMedical science monitor : international medical journal of experimental and clinical research2024
Evaluation of IMPALA 2.0: Addressing Patient Monitoring in Low-Resource Hospitals in Malawi.
Article in Medical science monitor : international medical journal of experimental and clinical research, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.
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.
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Who cites it
2 citing papers in PubMed.
- Cost-effectiveness of the IMPALA monitoring system for hospitalised children in low-resource settings: a pragmatic before-and-after study.BMJ paediatrics open · 2026Article
- Hospital Digital Transformation, Nursing Data Burden, and Leadership and Governance Capacity: A Critical Narrative Review.Journal of nursing management · 2026Review
Corrections and comments
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Authors and funding
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
BACKGROUND Patient monitoring systems (PMSs) are essential for monitoring and managing the condition of critically ill patients. In low-resource settings, limited access to technology, low-level digital literacy, and power outage challenges are usability concerns. The main aim of this study was to evaluate the usability of the IMPALA (Innovative Monitoring in Paediatrics in Low-resource settings: an Aid to save lives) PMS optimized for use in low-resource settings by assessing the opinions and experiences of 24 healthcare professionals. MATERIAL AND METHODS The study used a mixed-method design, combining quantitative and qualitative approaches. Quantitatively, 24 participants (nurses and clinicians) completed the Usefulness, Satisfaction, and Ease of Use questionnaire to assess the PMS usability. Qualitatively, contextual inquiry and co-design sessions provided insights into users' experiences and identified usability issues. Data were analyzed using descriptive statistics and thematic analysis. RESULTS The PMS was rated 9.13 for usefulness, 8.49 for user satisfaction, 7.83 for ease of use, and 7.60 for ease of learning. Reported challenges included lack of knowledge/skills due to limited previous exposure (70.8%), frequent sensor detachment (58.3%), inaccurate SpO₂ readings (37.5%), and frequent/false alarms (33.3%). Contextual inquiry revealed that patient movement and poorly fitting sensors often caused inaccurate readings, leading to false alarms and potential patient safety risks. CONCLUSIONS Successful implementation of PMSs in a low-resource setting requires specific contextual user-centered design and training. Applying this, the IMPALA system yielded high usability scores. Further improvement should focus on expanded battery life, robust and durable SpO₂ sensors, and tailored training methods.
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Registered trials
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 Socratic graph.