ArticleBMC medical informatics and decision making2018
Presentation of laboratory test results in patient portals: influence of interface design on risk interpretation and visual search behaviour.
Article in BMC medical informatics and decision making, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 26 papers, 3 of them syntheses that pooled it.
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
26 citing papers in PubMed, 3 syntheses or guidelines pooled it, 51 citations in OpenAlex.
- Patient Experiences With Online Laboratory Test Presentations From Access to Activation: Systematic Review.Journal of medical Internet research · 2026Pooled it
- Enhancing Patient Understanding of Laboratory Test Results: Systematic Review of Presentation Formats and Their Impact on Perception, Decision, Action, and Memory.Journal of medical Internet research · 2024Pooled it
- A Systematic Review of Patient-Facing Visualizations of Personal Health Data.Applied clinical informatics · 2019Pooled it
- Patient-Reported Experiences With Viewing and Understanding Test Results in Patient Portals: Cross-Sectional Survey Analysis.Journal of medical Internet research · 2026Article
- Making non-emergent abnormal results actionable: a short-term longitudinal qualitative study in two hospital-affiliated health examination centers in China.Frontiers in public health · 2026Article
- Balancing efficiency and misinterpretation: general practitioners' perspectives on communicating diagnostic test results in the digital era.Family practice · 2025Article
- Enhancing patient engagement and understanding: is providing direct access to laboratory results through patient portals adequate?JAMIA open · 2025Article
- Article
- Quality of Answers of Generative Large Language Models Versus Peer Users for Interpreting Laboratory Test Results for Lay Patients: Evaluation Study.Journal of medical Internet research · 2024Article
- Article
- CareKnowDo-A Multichannel Digital and Telephone Support Program for People With Chronic Kidney Disease: Feasibility Randomized Controlled Trial.JMIR formative research · 2023Article
- When Positive is Negative: Health Literacy Barriers to Patient Access to Clinical Laboratory Test Results.The journal of applied laboratory medicine · 2023Article
- Patient and Health Care Provider Perspectives on Patient Access to Test Results via Web Portals: Scoping Review.Journal of medical Internet research · 2023Article
- Consumers' Needs for Laboratory Results Portals: Questionnaire Study.JMIR human factors · 2023Article
- Article
- Teasing out Artificial Intelligence in Medicine: An Ethical Critique of Artificial Intelligence and Machine Learning in Medicine.Journal of bioethical inquiry · 2021Article
- Assessment of Patients' Ability to Review Electronic Health Record Information to Identify Potential Errors: Cross-sectional Web-Based Survey.JMIR formative research · 2021Article
- Features of a Patient Portal for Blood Test Results and Patient Health Engagement: Web-Based Pre-Post Experiment.Journal of medical Internet research · 2020Article
- Patients' Attitudes Toward an Online Patient Portal for Communicating Laboratory Test Results: Real-World Study Using the eHealth Impact Questionnaire.JMIR formative research · 2020Article
- Real-Time Access to Electronic Health Record via a Patient Portal: Is it Harmful? A Retrospective Observational Study.Journal of medical Internet research · 2020Observational
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
10 authors at 4 institutions in 1 country.
Funding
Abstract
backgroundPatient portals are considered valuable instruments for self-management of long term conditions, however, there are concerns over how patients might interpret and act on the clinical information they access. We hypothesized that visual cues improve patients' abilities to correctly interpret laboratory test results presented through patient portals. We also assessed, by applying eye-tracking methods, the relationship between risk interpretation and visual search behaviour.
methodsWe conducted a controlled study with 20 kidney transplant patients. Participants viewed three different graphical presentations in each of low, medium, and high risk clinical scenarios composed of results for 28 laboratory tests. After viewing each clinical scenario, patients were asked how they would have acted in real life if the results were their own, as a proxy of their risk interpretation. They could choose between: 1) Calling their doctor immediately (high interpreted risk); 2) Trying to arrange an appointment within the next 4 weeks (medium interpreted risk); 3) Waiting for the next appointment in 3 months (low interpreted risk). For each presentation, we assessed accuracy of patients' risk interpretation, and employed eye tracking to assess and compare visual search behaviour.
resultsMisinterpretation of risk was common, with 65% of participants underestimating the need for action across all presentations at least once. Participants found it particularly difficult to interpret medium risk clinical scenarios. Participants who consistently understood when action was needed showed a higher visual search efficiency, suggesting a better strategy to cope with information overload that helped them to focus on the laboratory tests most relevant to their condition.
conclusionsThis study confirms patients' difficulties in interpreting laboratories test results, with many patients underestimating the need for action, even when abnormal values were highlighted or grouped together. Our findings raise patient safety concerns and may limit the potential of patient portals to actively involve patients in their own healthcare.
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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.