Related Experiment Video
Updated: Feb 23, 2026

A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
Published on: January 11, 2020
Estimated prevalence of underdiagnosed dementia in a multiethnic community-based study
Lydia Trudel1, Joseph Therriault2, Arthur C Macedo1
1Department of Neurology and Neurosurgery, Montreal Neurological Institute, McGill University, Montréal, QC, Canada; McGill University Research Centre for Studies in Aging, Douglas Hospital Research Centre - Centre intégré universitaire de santé et services sociaux de l'Ouest-de-l'Île-de-Montréal, Canada.
Abstract:
Dementia frequently goes undetected in community settings, particularly among socially disadvantaged populations. Here, we estimated the prevalence of underdiagnosed dementia across diverse sociodemographic determinants of health in the Health and Aging Brain Study-Health Disparities (HABS-HD), a community-based cohort of adults recruited through community outreach in Fort Worth, Texas. We estimated age-specific probabilities of underdiagnosis using Poisson regression models with a log link, including age and sex as covariates. Robust (sandwich) variance estimators were used to obtain standard errors and 95% confidence intervals (CI). Group differences or trends for continuous measures were assessed using robust variance estimates. The prevalence of underdiagnosed dementia was higher among individuals without physician access (98.1% vs. 78.1%, p<.0001), non-English speakers (97.9% vs. 76.8%, p<.0001), and the uninsured (91.5% vs. 79.5%, p=.03). Black and Hispanic participants also showed higher prevalence (85.8% and 90.9%) compared to non-Hispanic White participants (64.9%; p=.02 and p=.002, respectively). Each additional year of education was associated with a 2.5% lower risk of underdiagnosis (p<.0001). No differences were observed by sex, marital status, income or social support. Our results highlight that several sociodemographic factors contribute to the likelihood of living with undiagnosed dementia.
More Related Videos
09:38Generalized Psychophysiological Interaction PPI Analysis of Memory Related Connectivity in Individuals at Genetic Risk for Alzheimer's Disease
Published on: November 14, 2017
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
Related Concept Videos
Bias in Epidemiological Studies
Dementia
The progression of dementia is generally gradual....
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...
Stereotypes, Prejudice, and Discrimination
Surveys