Evidence map›Paper›PMID 39711002›Full record

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.

Lezzie Douglas Chirambo, Atupele Ngina Mulaga, Adamson Thengolose, Alick Onesimus Vweza, Bart Laurens Bierling, Impala Study Team, Job Calis

Abstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–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

2 citing papers in PubMed.

  1. Article
  2. Review
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

7 authors.

Lezzie Douglas ChiramboDepartment of Mathematical Sciences, Malawi University of Business and Applied Sciences, Blantyre, Malawi.ORCID 0009-0005-2377-5612
Atupele Ngina MulagaDepartment of Mathematical Sciences, Malawi University of Business and Applied Sciences, Blantyre, Malawi.
Adamson ThengoloseDepartment of Mathematical Sciences, Malawi University of Business and Applied Sciences, Blantyre, Malawi.
Alick Onesimus VwezaDepartment of Electrical Engineering, Malawi University of Business and Applied Sciences, Blantyre, Malawi.
Bart Laurens BierlingGOAL 3 B.V., 's-Hertogenbosch, Netherlands.
Impala Study Team, ,.
Job CalisDepartment of Paediatric Intensive Care, Emma Children's Hospital, Amsterdam UMC, Meibergdreef, Netherlands.ORCID 0000-0001-6522-1347

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

HospitalsAdultCritical IllnessFemaleHealth PersonnelHealth ResourcesHumansMalawiMaleMonitoring, PhysiologicSurveys and Questionnaires

Identifiers

PMID39711002
PMCPMC11674287

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

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 Socratic graph.