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Updated: Jul 17, 2026

A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
Published on: January 11, 2020
The Weigl Colour-Form Sorting Test: a quick and easily administered bedside screen for dementia and executive
Peter Hobson1, Jolyon Meara, Caroline Taylor
1Cardiff University, Academic Unit, Cardiff, Wales, UK. peterhobson@hotmail.com
Weigl's Colour-Form Sorting Test (WCFT) effectively screens for cognitive impairment in stroke survivors and Parkinson's disease patients. This non-verbal test shows good sensitivity and specificity, making it a valuable clinical tool.
Area of Science:
- Neuroscience
- Psychology
- Gerontology
Background:
- Cognitive impairment screening requires valid, reliable, and easily administered instruments.
- The Weigl's Colour-Form Sorting Test (WCFT) is a non-verbal cognitive screening tool.
- Its utility in community-based samples of stroke survivors, Parkinson's disease (PD) patients, and controls was investigated.
Purpose of the Study:
- To determine the utility of the WCFT as a brief cognitive screen.
- To assess the WCFT's sensitivity and specificity in detecting cognitive impairment.
Main Methods:
- 236 subjects participated: 105 stroke survivors, 40 PD patients, and 91 controls.
- Sensitivity and specificity were determined using psychiatric interviews, cognitive assessments, and DSM-IV criteria.
- The WCFT's optimal cut-point was identified.
Main Results:
- The optimal WCFT cut-point for cognitive impairment was 2/4 across all groups.
- Sensitivity ranged from 77.8% (stroke) to 83.3% (controls).
- Specificity ranged from 78.3% (stroke) to 94.1% (controls), with diagnostic accuracy (AUC > 0.70) indicating good psychometric properties.
Conclusions:
- The WCFT demonstrated good sensitivity and specificity for detecting cognitive impairments.
- Its language-independent nature and psychometric properties make it a useful addition to existing cognitive screening methods.
- The WCFT is a valuable adjunct for clinical practice in assessing cognitive function.
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