SynthesisBMJ health & care informatics2021
Dashboards for visual display of patient safety data: a systematic review.
Synthesis in BMJ health & care informatics, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT04166240 (Measuring and Improving the Safety of Test Result Follow-Up), which is not on this map. Cited by 25 papers, 2 of them syntheses that pooled 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.
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.
Measuring and Improving the Safety of Test Result Follow-Up
Who cites it
25 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Digital dashboards visualizing public health data: a systematic review.Frontiers in public health · 2023Pooled it
- Effectiveness of clinical dashboards as audit and feedback or clinical decision support tools on medication use and test ordering: a systematic review of randomized controlled trials.Journal of the American Medical Informatics Association : JAMIA · 2022Pooled it
- Trial
- A Randomized Control Trial Testing a Medication Safety Dashboard in Veteran Transplant Recipients.Progress in transplantation (Aliso Viejo, Calif.) · 2023Trial
- Development and Usability of a Dashboard for Quality Monitoring and Resident-Centered Care in Australian Residential Long-Term Care: Mixed-Methods Study.JMIR human factors · 2026Article
- Enhancing Data-Driven Decision-Making in HIV Care With Viral Load and Early Infant Diagnosis Data Dashboards in Côte d'Ivoire: Qualitative Study.JMIR human factors · 2026Article
- Design Principles for Interactive Dashboards in Drug Safety Surveillance: Design Science Research.JMIR medical informatics · 2026Article
- Understanding the development and implementation of national quality of care and patient safety strategic documents: a scoping review.BMC health services research · 2025Article
- Clinical and economic impact of digital dashboards on hospital inpatient care: a systematic review.JAMIA open · 2025Review
- Design and implementation of an automated patient-care dashboard to provide individualized patient care data and quality metrics to emergency medicine residents.AEM education and training · 2025Article
- Resident clinical dashboards to support precision education in emergency medicine.AEM education and training · 2025Review
- Article
- From Data to Decision: Design and Evaluation of a Patient Safety Dashboard.Medical journal of the Islamic Republic of Iran · 2025Article
- Streamlining Patient Fall Prevention and Management Through Human-Centered AI-Based Decision Support Systems.Risk management and healthcare policy · 2025Review
- Enhancing Data Completeness in Early Detection Pathway of Prostate Cancer: Integration of a Dashboard-Driven Feedback Tool to Improve Quality of Care.Journal of clinical medicine · 2024Article
- Development, Implementation, and Evaluation Methods for Dashboards in Health Care: Scoping Review.JMIR medical informatics · 2024Article
- Using co-design to understand consumer's health information-seeking behaviours and design preferences for a new digital clinical dashboard in aged care.BMC geriatrics · 2024Article
- Rank Ordered Design Attributes for Health Care Dashboards Including Artificial Intelligence: Usability Study.Online journal of public health informatics · 2024Article
- The Solutions in Health Analytics for Rural Equity Across the Northwest (SHARE-NW) Dashboard for Health Equity in Rural Public Health: Usability Evaluation.JMIR human factors · 2024Article
- Use of a Medication Safety Audit and Feedback Tool in the Emergency Department Is Affected by Prescribing Characteristics.Applied clinical informatics · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
Abstract
backgroundMethods to visualise patient safety data can support effective monitoring of safety events and discovery of trends. While quality dashboards are common, use and impact of dashboards to visualise patient safety event data remains poorly understood.
objectivesTo understand development, use and direct or indirect impacts of patient safety dashboards.
methodsWe conducted a systematic review in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines. We searched PubMed, EMBASE and CINAHL for publications between 1 January 1950 and 30 August 2018 involving use of dashboards to display data related to safety targets defined by the Agency for Healthcare Research and Quality's Patient Safety Net. Two reviewers independently reviewed search results for inclusion in analysis and resolved disagreements by consensus. We collected data on development, use and impact via standardised data collection forms and analysed data using descriptive statistics.
resultsLiterature search identified 4624 results which were narrowed to 33 publications after applying inclusion and exclusion criteria and consensus across reviewers. Publications included only time series and case study designs and were inpatient focused and emergency department focused. Information on direct impact of dashboards was limited, and only four studies included informatics or human factors principles in development or postimplementation evaluation. DISCUSSION: Use of patient-safety dashboards has grown over the past 15 years, but impact remains poorly understood. Dashboard design processes rarely use informatics or human factors principles to ensure that the available content and navigation assists task completion, communication or decision making.
conclusionDesign and usability evaluation of patient safety dashboards should incorporate informatics and human factors principles. Future assessments should also rigorously explore their potential to support patient safety monitoring including direct or indirect impact on patient safety.
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What OpenQuestion 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 OpenQuestion graph.