Related Experiment Video
Updated: Jan 3, 2026

A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
Published on: January 11, 2020
Constructing classification boundaries in the memory clinic: negotiating risk and uncertainty in constituting mild
1School of Sociology and Social Policy, University of Leeds, Leeds, UK.
Abstract:
Determining the boundaries around processes of 'normal' ageing and pathological cognitive deterioration associated with Alzheimer's disease (AD) is a difficult process, complicated further by the expansion of the disease category to include mild cognitive impairment (MCI). MCI is a label used to identify individuals with the symptoms of cognitive deterioration not attributable to 'normal ageing' but deemed to be 'at risk' of developing AD despite clinical uncertainty around whether individuals will go on to develop the condition in the future. Drawing on qualitative data gathered across an out-patient memory service, this article examines practitioners' accounts of the complexity associated with constructing the boundaries around MCI, AD and age in the clinic. Practitioners utilise uncertainty by classifying patients with MCI to keep them on for review to account for the possibility that patients may go on to develop AD but they also recognise the difficulty in predicting future progression to AD. Negotiating classification boundaries in the clinic is, however, not only about managing uncertainty regarding potential future risk but also about navigating the wider social and political context in which ageing and cognitive deterioration intersect, and are constructed and managed.
Insights
Distinguishing normal aging from Alzheimer's disease (AD) and mild cognitive impairment (MCI) is complex. Clinicians manage diagnostic uncertainty for MCI patients, balancing risk assessment with the difficulty of predicting future Alzheimer's progression.
Area of Science:
- Gerontology
- Neurology
- Sociology of Health and Illness
Background:
- Differentiating normal aging from pathological cognitive decline, such as Alzheimer's disease (AD), is challenging.
- Mild cognitive impairment (MCI) is a diagnostic category for individuals at risk of AD, but progression is uncertain.
- Clinical practice involves complex boundary-making between normal aging, MCI, and AD.
Purpose of the Study:
- To examine how healthcare practitioners construct diagnostic boundaries for MCI and AD in outpatient memory clinics.
- To understand how uncertainty is managed in the classification of cognitive deterioration.
- To explore the social and political contexts influencing the management of aging and cognitive decline.
Main Methods:
- Qualitative data collection from an outpatient memory service.
- Analysis of practitioners' accounts and clinical decision-making processes.
- Examination of how diagnostic categories are constructed and negotiated.
Main Results:
- Practitioners utilize the MCI classification to manage diagnostic uncertainty, enabling patient review for potential AD development.
- There is a recognized difficulty in accurately predicting future progression from MCI to AD.
- Classification decisions are influenced by both clinical uncertainty and broader socio-political factors related to aging and cognitive health.
Conclusions:
- The diagnosis and management of MCI involve navigating significant clinical uncertainty regarding future Alzheimer's disease risk.
- Practitioners' classification practices reflect a complex interplay between managing individual patient risk and broader societal perceptions of aging and cognitive health.
- Understanding these boundary-making processes is crucial for effective clinical care and policy development in dementia and aging.
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....
Classification of Illness
An illness is a response to a disease in which the person's level of functioning is changed compared with a previous level. The general classification of illness includes acute and chronic.
Acute illness is severe...
Cognitive Development During Adulthood
Alzheimer's Disease: Overview
The clinical diagnosis of AD hinges on the presence of memory and other cognitive impairments. Biomarkers, such as changes in Aβ...