Evidence map›Paper›PMID 41024934›Full record

ArticleHealth services insights2025

Confidence in Medical Device Calibration Knowledge and Skills Among Healthcare Professionals in Ghana: A Cross-Sectional Analysis.

Benjamin Appiah Yeboah, Isaac Acquah, Mawusi Gbemavor-Assonhe, Emmanuel Agyenim Boateng

Abstract read
In one paragraph

Article in Health services insights, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

4 authors.

Benjamin Appiah YeboahBiomedical Technologies Lab, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana.ORCID https://orcid.org/0009-0002-4925-7547
Isaac AcquahBiomedical Technologies Lab, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana.ORCID https://orcid.org/0000-0002-2539-7361
Mawusi Gbemavor-AssonheBiomedical Technologies Lab, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana.ORCID https://orcid.org/0009-0000-7596-4742
Emmanuel Agyenim BoatengBiomedical Engineering Program, Department of Computer Engineering, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Calibration of medical devices is vital for diagnostic reliability, quality healthcare delivery and patient safety. While awareness is critical, the confidence of healthcare professionals (HCPs) in calibration-related knowledge significantly influences adherence to best practices in calibration-related tasks. However, this area is underexplored in sub-Saharan Africa. Objectives: This study aimed to assess the confidence levels of HCPs in Ghana regarding their calibration-related knowledge and competencies. It examined how these vary by professional role, training status, and years of experience. Methods: A cross-sectional survey was conducted among 461 HCPs in Ghana, including doctors, nurses, midwives and technicians/clinical engineers, using a structured questionnaire covering five thematic areas: general understanding of calibration knowledge, knowledge of calibration procedures, device-specific knowledge, training and institutional support, and the perceived impact on patient care. Results: Statistical analyses revealed variations in sentiment scores across profession, experience levels and training status. Technicians/clinical engineers consistently reported higher confidence, while doctors, nurses and midwives scored significantly lower. Additionally, respondents with prior calibration training, regardless of experience level, showed substantially greater confidence than their untrained counterparts. Conclusion: These findings demonstrate the need for targeted, hands-on calibration training and continuous professional development to improve confidence and competencies in calibration practices. Such initiatives are essential for effective device management and overall healthcare system performance. This study offers evidence to guide policy improvements and capacity-building efforts to strengthen calibration knowledge and practices in Ghana's healthcare sector.

Indexed as

calibrationcalibration knowledgecalibration-related confidencehealthcare professionalspatient safety

Identifiers

PMID41024934
PMCPMC12476498

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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.