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A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
Published on: January 11, 2020
Evaluating brief cognitive impairment screening instruments among African Americans
Jared M Kiddoe1, Keith E Whitfield, Ross Andel
1Department of Psychiatry, Duke University School of Medicine, Durham, NC, USA.
Aging & Mental Health
|September 16, 2008
Summary
The Telephone Interview of Cognitive Status (TICS) may overestimate cognitive impairment in African Americans compared to the Short Portable Mental Status Questionnaire (SPMSQ). This study highlights potential disparities in cognitive assessment accuracy.
Area of Science:
- Neuroscience
- Gerontology
- Public Health
Background:
- Cognitive impairment (CI) assessment tools must be validated across diverse populations.
- The Telephone Interview of Cognitive Status (TICS) and the Short Portable Mental Status Questionnaire (SPMSQ) are commonly used for cognitive screening.
- Racial and educational disparities may influence the accuracy of cognitive assessment tools.
Purpose of the Study:
- To compare the diagnostic accuracy of TICS and SPMSQ in detecting cognitive impairment among African Americans (AA).
- To investigate age-related differences in CI prevalence using both TICS and SPMSQ.
- To examine the impact of education level on CI detection accuracy for TICS and SPMSQ.
Main Methods:
- Secondary data analysis of 396 African American participants from the Carolina African American Twin Study on Aging (CAATSA).
- Comparison of cognitive impairment prevalence rates derived from TICS and SPMSQ.
- Stratified analysis based on age groups (50-64 vs. >64 years) and education levels (≥13 vs. <13 years).
Main Results:
- SPMSQ identified CI in 10.3% of participants, while TICS identified it in 45.0%.
- CI prevalence was significantly higher with TICS across all age and education subgroups compared to SPMSQ.
- For instance, among higher educated individuals, TICS showed 36.7% CI prevalence versus 7.7% with SPMSQ.
Conclusions:
- The TICS may overestimate cognitive impairment in African American populations compared to the SPMSQ.
- Findings suggest potential biases in TICS performance among diverse ethnic and educational groups.
- Further research is needed to refine cognitive screening tools for equitable use across different demographics.

