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A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
Published on: January 11, 2020
Dementia and Medicare at life's end
Vicki L Lamb1, Frank A Sloan, Anil S Nathan
1North Carolina Central University, Department of Sociology, 1801 Fayetteville Street, Durham, NC 27707, USA.
Alzheimer's disease or related dementias (ADRD) diagnosis has a smaller impact on Medicare costs at end of life than expected. Significant Medicare payment differences for ADRD primarily occur around the time of diagnosis, not long-term.
Area of Science:
- Gerontology
- Health Economics
- Public Health
Background:
- Alzheimer's disease or related dementias (ADRD) are significant public health concerns.
- Understanding the economic impact of ADRD on healthcare systems is crucial for resource allocation.
- Previous studies suggested substantial end-of-life Medicare expenditures associated with ADRD.
Purpose of the Study:
- To evaluate the effect of Alzheimer's disease or related dementias (ADRD) diagnosis on Medicare expenditures.
- To analyze how the timing of an ADRD diagnosis influences end-of-life Medicare spending.
Main Methods:
- Utilized monthly Medicare payment data for 5 years preceding death for decedents between 1996-2000.
- Compared Medicare expenditures (total and service subcategories) for individuals with and without ADRD diagnoses.
- Controlled for demographic factors, comorbidities, and nursing home status using covariate matching.
Main Results:
- ADRD diagnosis was not significantly associated with excess Medicare payments over the last 5 years of life on average.
- No significant 5-year total expenditure differences were found for those diagnosed more than 1 year before death.
- Significant Medicare payment increases were observed primarily around the time of diagnosis, especially for those diagnosed within the last year of life, mainly for acute care services.
Conclusions:
- Alzheimer's disease or related dementias (ADRD) have a less substantial impact on total Medicare expenditures than previously reported.
- The timing of ADRD diagnosis is critical; long-term diagnoses (1+ year before death) do not significantly increase total end-of-life Medicare costs.
- Healthcare cost implications of ADRD are concentrated around the diagnostic period rather than the entire end-of-life trajectory.
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