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Updated: Jun 3, 2026

Interactive and Visualized Online Experimentation System for Engineering Education and Research
Published on: November 24, 2021
Using knowledge structures to redesign an instructor-operator station
Russell J Branaghan1, Christine M Covas-Smith, Kenneth D Jackson
1Cognitive Science and Engineering Program, Arizona State University, AZ 85212, USA. Russ.branaghan@asu.edu
Redesigning a familiar but suboptimal user interface (UI) can improve performance. Despite initial user resistance to change, a reorganized UI based on expert knowledge ultimately leads to faster task completion and higher user satisfaction.
Area of Science:
- Human-Computer Interaction
- Cognitive Psychology
- User Experience Design
Background:
- User interface (UI) designers face a dilemma: modify a familiar but inefficient UI or retain it to avoid user frustration.
- Failing to update UIs can lead to unsatisfactory user performance levels.
Purpose of the Study:
- To investigate if users familiar with a poorly designed UI would find items faster in a reorganized UI.
- To determine user preference and performance satisfaction between a familiar, suboptimal UI and a reorganized, expert-informed UI.
Main Methods:
- Redesigned a menu structure for a simulator instructor-operator station (IOS) using hierarchical card sorting and cluster analysis.
- Reorganized the menu structure based on domain expert knowledge and the principle of proximity compatibility.
- Validated the new design through a reaction time experiment and user preference selection.
Main Results:
- Users familiar with the original UI showed faster performance and higher satisfaction with the reorganized UI.
- The reorganized UI, conforming to expert knowledge, outperformed the familiar, suboptimal design.
Conclusions:
- Reorganizing familiar but suboptimal user interfaces can enhance user performance and satisfaction.
- User familiarity with an inefficient design does not necessarily guarantee superior performance or preference over an optimized alternative.
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