ArticleBMJ open2025
Action design research to develop an interactive dashboard to visualise and compare patient data from Irish general practice (CARA).
Article in BMJ open, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
1 citing paper in PubMed.
- Design and architecture of the CARA infrastructure for visualising and benchmarking patient data from general practice.BMJ health & care informatics · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
9 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectiveA dashboard was developed with and for Irish general practitioners (GPs) to improve their understanding of practice data. The aim of this study was to design and develop interactive CARA dashboards to enable Irish GPs to visualise patient data and compare their data with other practices.
designAn interpretivist qualitative approach was taken to create a deeper understanding of how GPs view and engage with data. It included four stages: (a) problem formulation, (b) building, intervention and evaluation, (c) reflection and learning and (d) formalisation of learning. The process included interviews to explore what type of information GPs need, as well as iterative testing of the CARA dashboard prototype.
settingGeneral practice.
participantsGPs, design experts and domain experts (antibiotic prescribing and stewardship).
resultsKey challenges identified from the interviews (context, sense-making, audits, relevance, action, engagement and ease of use) formed the basis for developing the CARA dashboard prototype. The first exemplar dashboard focused on antibiotic prescribing to develop and showcase the proposed platform, including automated audit reports, filters (within-practice) and between-practice comparisons, as well as a visual overview of practice demographics. The design thinking approach helped to capture and build an understanding of the GPs' perspectives and identify unmet needs. This approach benefits the quality improvement methodology commonly adopted across healthcare, which aims to understand the process, not the users.
conclusionsThe development of a
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What Socratic holds
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.