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. 2026 Sep 9;12:e102697. doi: 10.2196/102697

Table 1.

List of testing instruments used in our usability assessment protocol. We adapted usability dimensions and definitions from the ISO [16], Quesenbery [50], and Davis [51]. All instruments are available in Multimedia Appendices 1-9.

Instrument Data collected Measure type Usability dimension Usability dimension definition
Demographic screener (Multimedia Appendix 1) Tester demographics, technology literacy, and attitudes and perceptions Qualitative, binary (yes/no), and ordinal (Likert-type) N/Aa N/A
ATAb (Multimedia Appendix 2) Simulation step completion rates Ordinal (trichotomous) Effective (learner) How completely and accurately learners can complete a task to reach their goals [50]
ATA (Multimedia Appendices 2, 7, and 8) Usability issues Qualitative Error tolerance How well a design prevents errors or helps users recover from mistakes [50]
SEQc (Multimedia Appendix 3) Task difficulty Ordinal (Likert-type) Easy to learn The degree to which a person believes using a system would be free of effort [50]
Telemedicine competency rubric (Multimedia Appendix 9) Clinical task completion rates, and competency scores Task count and competency score Effective (faculty) How completely and accurately faculty could score the telemedicine rubric
Adapted SUSd (Multimedia Appendix 4) User perceptions Ordinal (Likert-type) Ease of use How intuitive the product is, ensuring learners can understand expectations with little to no additional instruction [51,52]
SSESe (Multimedia Appendix 4) Learner perceptions Ordinal (Likert-type) Satisfaction How relevant, valuable, and supportive the simulation was for acquiring skills and knowledge [53]
NASA-TLXf (Multimedia Appendix 5) Cognitive load Ordinal Efficiency The resources expended, including time, cognitive load, and effort in relation to the accuracy and completeness of goals [54]
Debrief interview guide (Multimedia Appendix 6) Usability issues Qualitative Satisfaction How pleasant, satisfying, and aesthetically pleasing the product is [16]
Debrief interview guide (Multimedia Appendix 6) Usability issues Qualitative Fidelity How completely and accurately the tasks align with real-world scenarios [11,55]

aN/A: not applicable.

bATA: Agile Task Analysis.

cSEQ: Single Ease Question.

dSUS: System Usability Scale.

eSSES: Satisfaction With Simulation Experience Scale.

fNASA-TLX: NASA (National Aeronautics and Space Administration) Task Load Index.