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Development and validation of the visual reasoning test for the NIH Toolbox
Jerry Slotkin1, Callie E Tyner1, Emily H Ho2
1Center for Health Assessment Research and Translation, University of Delaware.
Psychological Assessment
|November 3, 2025
Summary
A new visual reasoning (VR) test for the NIH Toolbox (NIHTB) effectively measures cognitive ability across all ages. This computer-adaptive test demonstrates strong validity and reliability, filling a crucial gap in cognitive assessment.
Area of Science:
- Neuroscience
- Psychology
- Cognitive Science
Background:
- The NIH Toolbox (NIHTB) is a validated iPad-based cognitive assessment battery for ages 3-85+.
- A measurement gap in visual reasoning (VR) was identified in prior NIHTB versions.
- Existing cognitive assessments may lack brief, reliable measures for VR across the full age spectrum.
Purpose of the Study:
- To develop and validate a novel computer-adaptive visual reasoning (VR) test for the NIH Toolbox (NIHTB).
- To address the identified measurement gap in VR assessment for individuals aged 3 to 85+.
- To establish the psychometric properties, including reliability and validity, of the new VR test.
Main Methods:
- Developed a new VR test using computer-adaptive testing (CAT) methodology.
- Calibrated 180 VR items on 3,768 participants in the NIHTB Version 3 norming study.
- Evaluated convergent validity using Wechsler Intelligence Scale subtests (Matrix Reasoning) in 283 participants.
- Assessed test-retest reliability in 190 participants over 1-14 days.
Main Results:
- The VR test demonstrated strong correlations with Wechsler Matrix Reasoning (r = .45–.55) and Full-Scale IQ scores (r = .48–.65).
- Test-retest reliability for VR scores was robust, with an intraclass correlation coefficient of .77.
- The calibrated item bank effectively measures VR ability across a wide spectrum.
Conclusions:
- The new NIHTB VR Test is a reliable and valid computer-adaptive measure for assessing visual reasoning from preschool through adulthood.
- This VR assessment effectively bridges a critical gap in the NIHTB, enhancing its scope.
- The test shows strong convergent validity and test-retest reliability, contributing to general cognitive ability assessment.

