Related Experiment Video
Updated: Apr 2, 2026

A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
Published on: January 11, 2020
A Multicomponent Approach to Screening for Dementia in Older Hospitalized Patients
Zaldy S Tan1,2,3, Nabeel Qureshi2, Nancy L Sicotte1
1Department of Neurology, Cedars-Sinai Medical Center, Los Angeles, California, USA.
Background:
Dementia and cognitive impairment are common among hospitalized older adults yet frequently go unrecognized, contributing to poorer outcomes and disparities in care. Systematic inpatient cognitive screening remains rare in U.S. hospitals. We evaluated the feasibility, reach, and screening outcomes of a hospital-wide, multicomponent inpatient cognitive screening program integrating an electronic health record (EHR) dementia diagnosis algorithm with nurse-administered brief cognitive assessments (4AT and AD8) among adults aged ≥ 65 years.
Methods:
We conducted an observational study across eight inpatient medical and surgical units in a large academic medical center, implementing systematic screening for previously diagnosed dementia and newly detected cognitive impairment from June 2023 to November 2024. Screening activity and screening positivity were assessed overall and across sociodemographic and clinical subgroups. Logistic regression models examined factors associated with screening completion and positive findings.
Results:
Among 11,180 hospitalizations between June 2023 and August 2024, 83.3% were screened; 18.0% had previous dementia diagnoses, 4.3% screened positive for potential dementia, and 9.0% for cognitive impairment. Older adults (age 85+) and Black patients (37.5% vs. 26.7%) were more likely to screen positive for potential dementia than younger or White patients. Screening completion rates were high and largely consistent across demographic groups, with minimal evidence of new disparities introduced by the screening process.
Conclusion:
Inpatient cognitive screening is feasible and increases detection of potential dementia. This approach promoted more consistent detection in dementia diagnosis and can potentially improve hospital care and outcomes for older adults with dementia or cognitive impairment.
Related Concept Videos
Dementia
The progression of dementia is generally gradual....
Drug Dosing: Geriatric Patients
Pharmacokinetics in Geriatric Patients: Effect of Age on Drug Excretion
Pharmacodynamics in Geriatric Patients: Effects of Age
Documentation in Long-Term and Home Healthcare Setting
Long-Term Care Facilities

