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Do sex differences influence test habituation and internal data validity in neurocognitive testing? A blinded
Konstantin Warneke1, Manuel Oraze2, Marco Herbsleb3
1Institute for Sustainability Psychology, Leuphana University Lüneburg, Lüneburg, Germany; Institute of Sport Science, Department for Human Movement Science and Exercise Physiology, Friedrich Schiller University Jena, Jena, Germany.
Habituation to neurocognitive tests is crucial for reliable results. Repeated testing revealed task-specific learning effects and sex differences in performance, with the Trail Making Test showing the lowest reliability.
Area of Science:
- Neuroscience
- Cognitive Psychology
- Psychometrics
Background:
- Reliable neurocognitive assessment is vital for accurate diagnosis and tracking of cognitive function.
- Habituation to testing procedures minimizes learning effects, ensuring results reflect stable cognitive performance.
- Understanding sex differences in cognitive tasks and their reliability is essential for equitable assessment.
Purpose of the Study:
- To investigate the impact of repeated testing on the reliability and internal validity of common neurocognitive tasks.
- To examine sex differences in neurocognitive task performance and habituation.
- To determine optimal familiarization periods for enhancing the reliability of neurocognitive assessments.
Main Methods:
- One hundred healthy young adults (47 men, 53 women) underwent repeated assessments of the Trail Making Test, Stroop Test, and Choice Reaction Time (CRT) task over five days.
- Tasks were administered twice daily to capture within- and between-day habituation effects.
- Reliability (relative and absolute) and agreement metrics were calculated to quantify errors.
Main Results:
- Significant habituation effects were observed, with most improvements occurring between the first two sessions and stabilizing after 2-4 days.
- Reliability varied across tasks: Choice Reaction Time tasks demonstrated the highest stability, followed by Stroop tasks, and the Trail Making Test B showed the lowest reproducibility.
- Men consistently outperformed women in choice reaction performance, with task-dependent sex differences in habituation rates.
Conclusions:
- Sufficient task familiarization is essential for minimizing systematic and random errors in neurocognitive assessments.
- The Trail Making Test B exhibits low reproducibility, limiting its use for longitudinal tracking or cross-sectional analyses without adequate habituation.
- While overall reliability metrics were similar across sexes, task-specific performance and habituation patterns differed, highlighting the need for sex-informed assessment protocols.
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