Wellness Assessment of Alzheimer's Patients in an Instrumented Health-Care Facility

Wellness assessment refers to the evaluation of physical, mental, and social well-being. This work explores the possibility of applying technological tools to assist clinicians and professionals to improve the quality of life of people through continuous monitoring of their wellness. The contribution of this paper is manifold: a coarse-grained localization system is responsible for monitoring and collecting data related to patients, while a novel wellness assessment methodology is proposed to extract quantitative indicators related to the well-being of patients from the collected data. The proposed system has been installed at "Il Paese Ritrovato", an innovative health-care facility for Alzheimer's in Monza, Italy; first satisfactory results have been obtained, and the dataset shows great potential for several applications.

Reducing Emergency Department Visits Among Dual Eligible Patients via a Comprehensive Wellness Assessment

The objective was to assess whether a Comprehensive Wellness Assessment (CWA) is associated with reduced emergency department (ED) visits for Special Needs Program (SNP) enrollees with diabetes. This retrospective panel study used a Medicare Advantage plan's administrative claims data for 2010-2017 and pooled member-month observations. Multivariate regression and individual fixed-effects regression models were estimated. The outcome was ED visits measured as binary and continuous outcomes. Data were derived from claims data that included at least 1 ICD-9 or 10 code between January 2010 and December 2017. Regression results indicated that SNP enrollees completing a CWA was associated with a lower probability of any monthly ED use (β = -0.005, t-stat = -2.98) and fewer monthly visits (β = -0.008, t-stat = -2.95). Individual fixed-effects models also demonstrated a significant decline in SNP ED use after a CWA, though the strongest effects were confined to the first 4 months after a CWA. Care models with components such as CWAs may contribute an additional benefit in the form of a reduction in ED utilization. Completing a CWA appears to be effective in reducing ED utilization among SNP members with diabetes.