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Updated: Sep 17, 2025

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A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
Published on: January 11, 2020
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A concise instrument for screening cognitive impairment: validation in a geriatric population.
Ayse Dikmeer1, Suna Burkuk2, Pelin Unsal2
1Faculty of Medicine, Department of Internal Medicine, Division of Geriatrics, Hacettepe University, Ankara, Turkey. adikmeer@yahoo.com.
Aging Clinical and Experimental Research
|June 28, 2025
Summary
The Turkish Short Portable Mental Status Questionnaire (SPMSQ) is a valid and reliable tool for screening dementia in older adults. It performs comparably to the Standardised Mini Mental State Examination (SMMSE), especially in primary care settings.
Area of Science:
- Geriatric Medicine
- Cognitive Neurology
- Psychometrics
Background:
- The Short Portable Mental Status Questionnaire (SPMSQ) is a widely used brief screening tool for cognitive impairment in older adults.
- Validating and adapting the SPMSQ for the Turkish population is crucial for its effective use in local clinical settings.
Purpose of the Study:
- To evaluate the validity and reliability of the Turkish version of the SPMSQ.
- To determine optimal cut-off values for dementia screening using the Turkish SPMSQ.
- To compare the performance of the Turkish SPMSQ with the Standardised Mini Mental State Examination (SMMSE).
Main Methods:
- Consecutive enrollment of patients aged 65 years and older.
- Translation and cultural adaptation of the SPMSQ and SMMSE for the Turkish population.
- Administration of both the Turkish SPMSQ and SMMSE to assess cognitive status.
- ROC curve analysis to determine diagnostic accuracy and optimal cut-off points.
Main Results:
- The Turkish SPMSQ demonstrated high diagnostic accuracy for dementia, with an overall optimal cut-off of ≥4 errors (AUC: 0.949).
- Optimal cut-off points varied by education level: ≥4 errors for ≤5 years of education (AUC: 0.933) and ≥3 errors for >5 years (AUC: 0.997).
- The SPMSQ showed a significant positive correlation with SMMSE scores and was not statistically inferior in diagnostic performance (AUC: 0.947 for SMMSE).
Conclusions:
- The Turkish SPMSQ is a reliable and valid instrument for screening dementia in older adults.
- The SPMSQ is a viable alternative to the SMMSE, offering comparable performance.
- The SPMSQ can be effectively implemented in primary care and geriatric settings as a rapid cognitive screening tool, accommodating diverse educational backgrounds.

