Association between Relative Risk of Dementia and Baseline Visual Impairment Along with Other Confounding Features

Author(s)

Verma V1, Bhargava S2, Gaur A3, Khan S3, Kukreja I4, Tomer S3, Dawar V3, Brooks L5, Nayyar A3
1Optum, Gurgaon, HR, India, 2Optum Tech, Eden Prarie, MN, USA, 3Optum, Gurugram, HR, India, 4Optum, New Delhi, DL, India, 5Optum, Basking Ridge, NJ, USA

OBJECTIVES:

The analysis aims to identify survival rate and relative risk of patients with dementia, in association with vision impairment (VI) and other significant confounding comorbidities. A stratified analysis of time to event for subgroups representing different age groups, demography and comorbidities was performed.

METHODS:

A total of 65,878 patients aged 61 years and older were included using Optum’s de-identified Clinformatics Data Mart Database. This cohort included all patients with VI, who may or may not have developed dementia, were identified & followed for a period of five years (2015-2020). Patient with one inpatient or two outpatient (60 days apart) diagnosis of VI were included in the analysis.

CP hazard regression model and Kaplan-Meier curves were used to evaluate the impact of baseline VI on subsequent dementia. Potential confounders for the analysis included coronary heart disease, stroke, hearing loss, hypertension, diabetes, myocardial-infraction, and demographic characteristics. The variable age was grouped in 5-year intervals, spanning across 65 to 90 years and older.

RESULTS:

Among patients with VI, 23% reported having dementia. Age, coronary heart disease, stroke, hearing loss, hypertension and myocardial infraction were also found to be highly significant contributors (P<0.001) for developing dementia. It was observed that a higher relative risk for coronary heart disease (RR:1.9) followed by stroke(RR:1.4) existed among all other comorbidities to develop dementia. In addition, relative risk in race for developing dementia with baseline VI was highest for African Americans (RR:1.1).

The significance of survival curve was established using log rank test (P<0.01). Survival forest model with 500 iterations signifies age as highly important factor for dementia, followed by coronary heart disease, stroke and hypertension.

CONCLUSIONS:

VI in the US Medicare population is associated with a greater likelihood for dementia over time. Associations are multifactorial, and the risk of developing dementia is higher for patient having more than one comorbidity.

Conference/Value in Health Info

2023-05, ISPOR 2023, Boston, MA, USA

Value in Health, Volume 26, Issue 6, S2 (June 2023)

Code

RWD85

Topic

Methodological & Statistical Research, Study Approaches

Topic Subcategory

Artificial Intelligence, Machine Learning, Predictive Analytics, Decision Modeling & Simulation, Electronic Medical & Health Records

Disease

Neurological Disorders

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