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How do we measure attention? Using factor analysis to establish construct validity of neuropsychological tests.
Melissa Treviño1, Xiaoshu Zhu2, Yi Yi Lu3,4
1Basic Biobehavioral and Psychological Sciences Branch, National Cancer Institute, 9609 Medical Center Drive, Rockville, MD, 20850, USA. melissa.trevino@nih.gov.
Cognitive Research: Principles and Implications
|July 22, 2021
Summary
Standardized neuropsychological tests and experimental cognitive paradigms do not always measure the same cognitive faculties. Digit Span and Arithmetic tests are not attention tests, while others like Digit Symbol Coding are.
Area of Science:
- Cognitive Psychology
- Neuroscience
- Psychometrics
Background:
- Neuropsychological tests and experimental cognitive paradigms are used to assess cognitive functions, particularly attention.
- The construct validity of attention measures across these domains requires investigation.
- Previous work suggested a general attention factor in experimental paradigms.
Purpose of the Study:
- To determine if standardized neuropsychological tests and experimental cognitive paradigms measure the same cognitive faculties, specifically attention.
- To examine the factor structure of attention-related tasks from both experimental and neuropsychological domains.
Main Methods:
- A large online battery of six experimental cognitive tests and eight neuropsychological tests was administered to 636 participants.
- Exploratory factor analysis was used on a subset (n=357) to identify underlying cognitive factors.
- Confirmatory factor analysis was performed on the remaining participants (n=279) to validate the identified structure.
Main Results:
- A five-factor structure emerged: attentional capacity, search, Digit Span, Arithmetic, and sustained attention.
- Digit Span and Arithmetic were distinct from attention factors.
- Digit Symbol Coding and Spatial Span loaded onto attentional capacity.
- Trail Making Test (TMT-A, TMT-B) and Letter Cancellation loaded onto search (attention-shifting).
Conclusions:
- Standardized neuropsychological tests and experimental cognitive paradigms do not always measure the same cognitive constructs.
- Digit Span and Arithmetic should not be classified as attention tests.
- Specific neuropsychological tests like Digit Symbol Coding, Spatial Span, TMT-A, TMT-B, and Letter Cancellation can be classified as attention tests, measuring either attentional capacity or search ability.
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