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Cohort Study on Predictors of Need for Nursing Care in Alzheimer’s Disease: An Analysis of Healthcare Data
- Source :
- Journal of Alzheimer's Disease. 54:1365-1372
- Publication Year :
- 2016
- Publisher :
- IOS Press, 2016.
-
Abstract
- BACKGROUND The individual and societal burden of Alzheimer's disease (AD) is substantial. Identifying relevant factors deteriorating AD and inducing need for nursing care would be of high relevance for healthcare planning. OBJECTIVE The main objective of this study was the identification of predictors of first assignment of a level of long-term care in AD, used as an approximation for disease progression. METHODS In a retrospective cohort study using data from a large German statutory health and long-term care insurance (SHI) company, co-morbidities and drug exposure were evaluated with respect to their predictive value for disease progression (first day the amount of daily nursing care exceeded 1.5 hours). Time to disease progression was modeled using COX-proportional hazard regression with stepwise selection of predictor variables. RESULTS The risk of nursing care need increased substantially with increasing age. Number of hospitalizations and number of different drugs used were significant indicators for progression, whereas outpatient visits were associated with a reduced need for care. Gender did not indicate significant influence on progression. Malignant neoplasms of ill-defined, secondary, and unspecified sites, malnutrition, renal failure, and injuries increased the risk of need for nursing care most significantly. Among prescribed drugs, significant increased risks were associated with drugs used in diabetes, preparations for treatment of wounds and ulcers, antiseptics and disinfectants, and analgesics. CONCLUSIONS Physical comorbidities are relevant contributors to an increase in need for nursing care. Some medical predicting conditions may be linked to cognition, while others may be directly linked to demand for care. AD patients with these comorbidities should be monitored with special attention, as they may be under an increased risk of care dependency.
- Subjects :
- Male
medicine.medical_specialty
Disease
Cohort Studies
03 medical and health sciences
Nursing care
0302 clinical medicine
Alzheimer Disease
Predictive Value of Tests
Diabetes mellitus
Health care
medicine
Humans
030212 general & internal medicine
Intensive care medicine
Aged
Retrospective Studies
Aged, 80 and over
Health Services Needs and Demand
business.industry
General Neuroscience
Retrospective cohort study
General Medicine
Middle Aged
Stepwise regression
medicine.disease
Psychiatry and Mental health
Clinical Psychology
Malnutrition
Data Interpretation, Statistical
Family medicine
Female
Nursing Care
Geriatrics and Gerontology
business
030217 neurology & neurosurgery
Follow-Up Studies
Cohort study
Subjects
Details
- ISSN :
- 18758908 and 13872877
- Volume :
- 54
- Database :
- OpenAIRE
- Journal :
- Journal of Alzheimer's Disease
- Accession number :
- edsair.doi.dedup.....e10bdfe01d767c6b60c57eccdd89fd0e
- Full Text :
- https://doi.org/10.3233/jad-160137