ReviewJMIR human factors2018
The Impact of Visualization Dashboards on Quality of Care and Clinician Satisfaction: Integrative Literature Review.
Review in JMIR human factors, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT04845698 (Application of i-Dashboard for Multi-disciplinary Rounds in Surgical Intensive Care Units), which is not on this map. Cited by 82 papers, 7 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.
Application of i-Dashboard for Multi-disciplinary Rounds in Surgical Intensive Care Units
Who cites it
82 citing papers in PubMed, 7 syntheses or guidelines pooled it.
- The influence of electronic health record design on usability and medication safety: systematic review.BMC health services research · 2025Pooled it
- Pooled it
- Centralized Multipatient Dashboards' Impact on Intensive Care Unit Clinician Performance and Satisfaction: A Systematic Review.Applied clinical informatics · 2024Pooled it
- Usability Evaluation of Dashboards: A Systematic Literature Review of Tools.BioMed research international · 2023Pooled it
- Requirements and challenges of hospital dashboards: a systematic literature review.BMC medical informatics and decision making · 2022Pooled it
- Toward a Learning Health Care System: A Systematic Review and Evidence-Based Conceptual Framework for Implementation of Clinical Analytics in a Digital Hospital.Applied clinical informatics · 2022Pooled it
- Factors associated with nurse well-being in relation to electronic health record use: A systematic review.Journal of the American Medical Informatics Association : JAMIA · 2021Pooled it
- An AIoT enabled system for optimizing data retrieval in the intensive care unit evaluated in a randomized crossover pilot trial.Scientific reports · 2025Trial
- Integration of an Intensive Care Unit Visualization Dashboard (i-Dashboard) as a Platform to Facilitate Multidisciplinary Rounds: Cluster-Randomized Controlled Trial.Journal of medical Internet research · 2022Trial
- Determinants of Adoption of a Mechanical Ventilation Dashboard in Intensive Care: Measurement Instrument for Determinants of Innovations-Based, Single-Center, Cross-Sectional Evaluation.JMIR human factors · 2026Article
- Effect of Implementing a Dashboard With or Without a Best Practice Alert on HLA-B*58:01 Testing Rates Among Allopurinol Users at VA Medical Centers.Arthritis care & research · 2026Article
- Human-centred design of digital health dashboards in care of older adults: a scoping review.BMJ open · 2026Article
- Development and evaluation of a clinical dashboard for nephrology inpatients: a pilot study.BMC medical informatics and decision making · 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
- Designing a Substance Misuse Data Dashboard for Overdose Fatality Review Teams: User-Centered Design Approach.JMIR human factors · 2026Article
- Implementing a model of integrated CKD management between primary and secondary care.Clinical kidney journal · 2026Review
- An evaluation of the clinician-facing research dashboards from the Toronto Adolescent and Youth (TAY) Cohort Study in mental health care.PLOS mental health · 2026Article
- Exploring Health Care Professionals' Engagement With a Precision Dosing Calculator and Supporting Clinical Information: Insights From an Eye-Tracking and Usability Study.Therapeutic drug monitoring · 2025Article
- "The missing link": utility of brain health dashboards in supporting healthy ageing in primary care.BMC medical informatics and decision making · 2025Article
- Interpretation of Health-Smart Home Data and Implications for Clinical Decision-Making: Inductive Content Analysis.JMIR nursing · 2025Article
22 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundIntensive Care Units (ICUs) in the United States admit more than 5.7 million people each year. The ICU level of care helps people with life-threatening illness or injuries and involves close, constant attention by a team of specially-trained health care providers. Delay between condition onset and implementation of necessary interventions can dramatically impact the prognosis of patients with life-threatening diagnoses. Evidence supports a connection between information overload and medical errors. A tool that improves display and retrieval of key clinical information has great potential to benefit patient outcomes. The purpose of this review is to synthesize research on the use of visualization dashboards in health care.
objectiveThe purpose of conducting this literature review is to synthesize previous research on the use of dashboards visualizing electronic health record information for health care providers. A review of the existing literature on this subject can be used to identify gaps in prior research and to inform further research efforts on this topic. Ultimately, this evidence can be used to guide the development, testing, and implementation of a new solution to optimize the visualization of clinical information, reduce clinician cognitive overload, and improve patient outcomes.
methodsArticles were included if they addressed the development, testing, implementation, or use of a visualization dashboard solution in a health care setting. An initial search was conducted of literature on dashboards only in the intensive care unit setting, but there were not many articles found that met the inclusion criteria. A secondary follow-up search was conducted to broaden the results to any health care setting. The initial and follow-up searches returned a total of 17 articles that were analyzed for this literature review.
resultsVisualization dashboard solutions decrease time spent on data gathering, difficulty of data gathering process, cognitive load, time to task completion, errors, and improve situation awareness, compliance with evidence-based safety guidelines, usability, and navigation.
conclusionsResearchers can build on the findings, strengths, and limitations of the work identified in this literature review to bolster development, testing, and implementation of novel visualization dashboard solutions. Due to the relatively few studies conducted in this area, there is plenty of room for researchers to test their solutions and add significantly to the field of knowledge on this subject.
Indexed as
Identifiers
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.