Related Experiment Video
Updated: Dec 30, 2025

Using Visual and Narrative Methods to Achieve Fair Process in Clinical Care
Published on: February 16, 2011
Association of Health Record Visualizations With Physicians' Cognitive Load When Prioritizing Hospitalized Patients
Ari H Pollack1,2, Wanda Pratt3
1Division of Nephrology, Seattle Children's Hospital, Seattle, Washington.
Importance:
Current electronic health records (EHRs) contribute to increased physician cognitive workload when completing clinical tasks.
Objective:
To assess the association of different design features of an EHR-based information visualization tool with the cognitive load of physicians during the clinical prioritization process.
Design, Setting, And Participants:
This cross-sectional study included a convenience sample of 29 attending physicians at Seattle Children's Hospital, a large tertiary academic pediatric hospital. Data collection took place from August 2017 through October 2017, and analysis occurred from August to October 2018.
Exposure:
Physician participants used 3 prototypes with novel visualizations of simulated EHR data that highlighted 1 of 3 key patient characteristics, as follows: (1) acuity, (2) clinical problem list, and (3) clinical change.
Main Outcomes And Measures:
Cognitive workload was measured using the NASA Task Load Index (TLX) scale (range, 1-100, with lower scores indicating lower cognitive workload). Cognitive workload was assessed for the 2 following clinical prioritization tasks: (1) finding information for a specific patient and (2) comparing results among patients for each prototype. Participants ranked 5 hypothetical patients from having the highest to the lowest priority in each design.
Results:
A total of 29 physician participants (15 [52%] men; 14 [48%] women; mean [range] age, 43 [35-58] years; mean [range] time in practice, 11 [3-30] years) completed the study. For task 1, the prototype highlighting clinical change was associated with lower median (interquartile range) NASA TLX scores compared with the prototype highlighting acuity (30.3 [15.2-41.6] vs 48.5 [18.7-59.3]; P = .02). For task 2, the prototype highlighting clinical change was associated with lower median (interquartile range) NASA TLX scores compared with the prototype highlighting the clinical problem list (29.1 [16.3-50.8] vs 43.5 [26.6-55.9]; P = .02). The prototype highlighting clinical change had the lowest TLX score in 17 of 29 rankings (59%) for task 1 (χ24 = 24.4; P < .001) and 18 of 29 rankings (62%) for task 2 (χ24 = 17.2; P = .002).
Conclusions And Relevance:
In this study, well-designed EHR-based information visualizations that highlighted and featured clinically meaningful information patterns significantly reduced physician cognitive workload when prioritizing patient needs.
Related Concept Videos
Methods of Documentation IV: Focus Charting
It typically involves three columns for recording information:
Formats for Nursing Documentation
Nursing Assessment Form:
• A nursing assessment form is a foundational document that captures detailed patient data from physical assessments and nursing histories.
• It includes patient demographics, medical history,...
Purpose of Health Records I
Here's a breakdown of how health records serve these purposes:
Flow Sheet
Here's a closer look at the examples of flowsheets commonly used by nurses:
Graphic Sheet Documentation:
Methods of Documentation VI: Case Management Model
For example, a patient with a chronic...
Methods of Documentation III: PIE

