Related Experiment Video
Updated: Aug 6, 2025

A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
Published on: January 11, 2020
Detecting mild cognitive impairment remotely with the modified memory impairment screen by telephone
Amanda L Stein1, Kathryn A Tolle1,2, Amanda N Stover1,3
1Department of Psychiatry & Behavioral Neuroscience, University of Cincinnati Academic Health Center, Cincinnati, OH, US.
The modified Memory Impairment Screen by Telephone (mMIST) effectively identifies mild cognitive impairment (MCI) in older adults. This validated, low-cost phone screening tool aids remote cognitive assessment for research and clinical use.
Area of Science:
- Gerontology
- Neuroscience
- Psychometrics
Background:
- The original Memory Impairment Screen by Telephone (MIST) was limited in detecting mild cognitive impairment (MCI).
- A modified version, mMIST, was developed to enhance sensitivity for less severe memory deficits.
- Subjective cognitive decline is a precursor to MCI and dementia, necessitating sensitive screening tools.
Purpose of the Study:
- To evaluate the efficacy of the modified Memory Impairment Screen by Telephone (mMIST) in identifying mild cognitive impairment (MCI).
- To assess the mMIST's performance in distinguishing MCI from non-pathological cognitive decline in older adults.
- To determine the mMIST's utility as a remote, low-cost screening instrument for cognitive impairment.
Main Methods:
- Older adults with subjective cognitive decline were assessed via telephone using the mMIST.
- Participants were independently classified as having MCI or non-pathological cognitive decline.
- Receiver operating characteristic (ROC) analyses were used to determine optimal cut-off scores and assess diagnostic accuracy.
Main Results:
- Participants with MCI scored significantly lower on the mMIST compared to those without MCI (10.8 vs 13.3, p < 0.001).
- mMIST performance correlated significantly with established cognitive tests (CVLT, VPAL, MoCA).
- ROC analysis yielded an Area Under the Curve (AUC) of 0.79 for distinguishing MCI and 0.82 for amnestic MCI (aMCI).
Conclusions:
- The mMIST is a valid and sensitive screening tool for identifying mild cognitive impairment (MCI) in older adults.
- Its remote administration, low cost, and minimal participant burden make it suitable for widespread use.
- The mMIST shows potential for both cross-sectional and longitudinal cognitive evaluations in research and clinical settings.
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