Related Experiment Video
Updated: May 12, 2026

A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
Published on: January 11, 2020
[Early Mental Test--developing a screening test for mild cognitive impairment]
János Kálmán1, Magdolna Pákáski, Ildikó Hoffmann
1Szegedi Tudományegyetem, Altalános Orvostudományi Kar, Pszichiátriai Klinika, Alzheimer-kór Kutató Csoport, Szeged.
Background And Purpose:
Mild cognitive impairment (MCI) is a heterogenous syndrome considered as a prodromal state of dementia with clinical importance in the early detection of Alzheimer's Disease. We are currently developing an MCI screening instrument, the Early Mental Test (EMT) suitable to the needs of primary care physicians. The present study describes the validation process of the 6.2 version of the test.
Methods:
Only subjects (n = 132, female 95, male 37) over the age of 55 (mean age 69.2 years (SD = 6.59)) scoring at least 20 points on Mini-Mental State Examination (MMSE), mean education 11.17 years (SD = 3.86) were included in the study. The psychometric evaluation consisted of Alzheimer's Disease Assessment Scale Cognitive subscale (ADAS-Cog) and the 6.2 version of EMT. The statistical analyses were carried out using the 17.00 version of SPSS statistical package.
Results:
The optimalised cut-off point was found to be 3.45 points with corresponding 69% sensitivity, 69% specificity and 69% accuracy measures. The Cronbach-alpha, that describes the internal consistence of the test was 0.667, which is higher as compared with the same category in the case of the ADAS-Cog (0.446). A weak negative rank correlation was found between the total score of EMT 6.2 and the age of probands (rs = -0.25, p = 0.003). Similarly, only a weak correlation was found between the education levels and the total score of EMT 6.2 (rs = 0.31, p < 0.001). Two of the subtests, the repeated delayed short-time memory and the letter fluency test with a motorical distraction task had significantly better power to separate MCI and control groups than the other subtests of the EMT.
Conclusion:
The 6.2 version of EMT is a fast and simple detector of MCI with a similar sensitivity-specificity profile to the MMSE, but this version of the test definitely needs further development.
Insights
The Early Mental Test (EMT) 6.2 effectively screens for mild cognitive impairment (MCI) with 69% accuracy. Further development is needed, but it shows promise as a tool for primary care physicians.
Area of Science:
- Neurology
- Psychometrics
- Geriatrics
Background:
- Mild cognitive impairment (MCI) is a precursor to dementia, crucial for early Alzheimer's Disease detection.
- Developing accessible screening tools for primary care is essential for timely intervention.
- The Early Mental Test (EMT) aims to be a user-friendly instrument for physicians.
Purpose of the Study:
- To validate the 6.2 version of the Early Mental Test (EMT) for screening mild cognitive impairment.
- To assess the psychometric properties of the EMT 6.2.
- To evaluate its suitability for primary care settings.
Main Methods:
- 132 subjects over 55 years old, with Mini-Mental State Examination (MMSE) scores of at least 20, were included.
- Psychometric evaluation involved the Alzheimer's Disease Assessment Scale-Cognitive subscale (ADAS-Cog) and EMT 6.2.
- Statistical analysis was performed using SPSS v.17.00.
Main Results:
- EMT 6.2 demonstrated a 69% sensitivity, 69% specificity, and 69% accuracy at a cut-off of 3.45.
- Internal consistency (Cronbach's alpha) for EMT 6.2 was 0.667, outperforming ADAS-Cog (0.446).
- Memory and fluency subtests showed significant power in differentiating MCI from control groups.
Conclusions:
- EMT 6.2 is a rapid and simple MCI screening tool with performance comparable to MMSE.
- The test requires further refinement to enhance its clinical utility.
- EMT 6.2 shows potential for early detection of cognitive decline in primary care.
More Related Videos
06:23The 4 Mountains Test: A Short Test of Spatial Memory with High Sensitivity for the Diagnosis of Pre-dementia Alzheimer's Disease
Published on: October 13, 2016
06:58Highlighting and Reducing the Impact of Negative Aging Stereotypes During Older Adults' Cognitive Testing
Published on: January 24, 2020
Related Concept Videos
Dementia
The progression of dementia is generally gradual.
Binet's Contribution to Measures of Intelligence
Cognitive Development During Adulthood