Assessing the Relationship Between Digital Trail Making Test Performance and IT Task Performance: Empirical Study

被引:0
|
作者
Depauw, Tanguy [1 ]
Boasen, Jared [1 ,2 ]
Leger, Pierre-Majorique [1 ]
Senecal, Sylvain [1 ]
机构
[1] HEC Montreal, Tech3lab, 5540 Av Louis Colin, Montreal, PQ H3T 1T7, Canada
[2] Hokkaido Univ, Fac Hlth Sci, Sapporo, Hokkaido, Japan
来源
JMIR HUMAN FACTORS | 2024年 / 11卷
基金
加拿大自然科学与工程研究理事会;
关键词
Trail Making Test; user experience; cognitive profile; information technology; task performance; cognitive assessment; human; factors; cognitive function; CAPTCHA; CONSTRUCT-VALIDITY; COGNITIVE-ABILITIES; WORKING-MEMORY; NORMATIVE DATA; VISUAL-SEARCH; INFORMATION; EFFICIENCY; BEHAVIOR; IMPACT; ADULTS;
D O I
10.2196/49992
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
Background: Cognitive functional ability affects the accessibility of IT and is thus something that should be controlled for in user experience (UX) research. However, many cognitive function assessment batteries are long and complex, making them impractical for use in conventional experimental time frames. Therefore, there is a need for a short and reliable cognitive assessment that has discriminant validity for cognitive functions needed for general IT tasks. One potential candidate is the Trail Making Test (TMT). Objective: This study investigated the usefulness of a digital TMT as a cognitive profiling tool in IT-related UX research by assessing its predictive validity on general IT task performance and exploring its discriminant validity according to discrete Methods: A digital TMT (parts A and B) named Axon was administered to 27 healthy participants, followed by administration of 5 IT tasks in the form of CAPTCHAs (Completely Automated Public Turing tests to Tell Computers and Humans Apart). The discrete cognitive functions required to perform each CAPTCHA were rated by trained evaluators. To further explain and cross-validate our results, the original TMT and 2 psychological assessments of visuomotor and short-term memory function were administered. Results: Axon A and B were administrable in less than 5 minutes, and overall performance was significantly predictive of general IT task performance (F5,19=6.352; P=.001; Lambda=0.374). This result was driven by performance on Axon B (F5,19=3.382; P=.02; Lambda=0.529), particularly for IT tasks involving the combination of executive processing with visual object and pattern recognition. Furthermore, Axon was cross-validated with the original TMT (Pcorr=.001 and Pcorr=.017 for A and B, respectively) and visuomotor and short-term memory tasks. Conclusions: The results demonstrate that variance in IT task performance among an age-homogenous neurotypical population can be related to intersubject variance in cognitive function as assessed by Axon. Although Axon's predictive validity seemed stronger for tasks involving the combination of executive function with visual object and pattern recognition, these cognitive functions are arguably relevant to the majority of IT interfaces. Considering its short administration time and remote implementability, the Axon digital TMT demonstrates the potential to be a useful cognitive profiling tool for IT-based UX research.
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页数:13
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