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A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
Published on: January 11, 2020
Construction and Standardization of Dementia Arabic Scale
Wafaa M Farghaly1, Hamdy N El Tallawy1, Heba Mohamed1
1Department of Neuropsychiatry, and Neuroepidemiology Lab, Faculty of Medicine, Assiut University, Assiut, Egypt.
A new Dementia Arabic Scale (DAS) was developed and validated for diagnosing dementia in Arabic speakers. The DAS scale demonstrates high reliability and validity, making it a crucial tool for early detection in Arabic-speaking populations.
Area of Science:
- Neurology
- Psychometrics
- Cross-cultural adaptation of diagnostic tools
Background:
- Dementia diagnosis in Arabic-speaking populations is challenging due to a lack of validated assessment tools.
- Existing cognitive screening instruments may not be culturally or linguistically appropriate for Arabic speakers.
- Standardized, reliable diagnostic scales are essential for accurate dementia assessment and management.
Purpose of the Study:
- To construct and validate a standardized dementia scale specifically for the Arabic-speaking population.
- To develop the Dementia Arabic Scale (DAS) as a culturally relevant diagnostic instrument.
- To address the scarcity of validated dementia diagnostic tools in Arabic.
Main Methods:
- The Dementia Arabic Scale (DAS) was constructed and underwent content validity evaluation.
- A pilot study assessed the feasibility and language clarity of the DAS.
- The DAS was administered to patients with major neurocognitive disorder and a control group, alongside the MMSE and CASI, for standardization and validation.
Main Results:
- The DAS showed significant correlations with the MMSE and CASI.
- The scale demonstrated good internal consistency, with a Cronbach's alpha of 0.88.
- High sensitivity (100% for literate, 87% for illiterate) and specificity (84% for literate, 96% for illiterate) were observed at specific cutoff points, with an AUC of 0.96.
Conclusions:
- The Dementia Arabic Scale (DAS) is an acceptable, reliable, and valid instrument for dementia diagnosis.
- The DAS provides a crucial tool for identifying dementia in Arabic-speaking countries.
- The scale's strong psychometric properties support its use in clinical and research settings.
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