Missing data are a common problem in prospective studies with a long follow-up, and the volume, pattern and reasons for missing data may be relevant when estimating the cost of illness. We aimed to evaluate the effects of different methods for dealing with missing longitudinal cost data and for costing caregiver time on total societal costs in Alzheimer's disease (AD).

How to deal with missing longitudinal data in cost of illness analysis in Alzheimer's disease-suggestions from the GERAS observational study / Belger, Mark; Haro, Josep Maria; Reed, Catherine; Happich, Michael; Kahle-Wrobleski, Kristin; Argimon, Josep Maria; Bruno, Giuseppe; Dodel, Richard; Jones, Roy W; Vellas, Bruno; Wimo, Anders. - In: BMC MEDICAL RESEARCH METHODOLOGY. - ISSN 1471-2288. - 16:1(2016), pp. 1-11. [10.1186/s12874-016-0188-1]

How to deal with missing longitudinal data in cost of illness analysis in Alzheimer's disease-suggestions from the GERAS observational study

Bruno, Giuseppe;
2016

Abstract

Missing data are a common problem in prospective studies with a long follow-up, and the volume, pattern and reasons for missing data may be relevant when estimating the cost of illness. We aimed to evaluate the effects of different methods for dealing with missing longitudinal cost data and for costing caregiver time on total societal costs in Alzheimer's disease (AD).
2016
alzheimer’s disease; cost of illness; missing data analysis; missing data mechanisms; multiple imputation; alzheimer disease; caregivers; cost-benefit analysis; data accuracy; health care costs; humans; independent living; longitudinal studies; markov chains; middle aged; monte carlo method; observational studies as topic
01 Pubblicazione su rivista::01a Articolo in rivista
How to deal with missing longitudinal data in cost of illness analysis in Alzheimer's disease-suggestions from the GERAS observational study / Belger, Mark; Haro, Josep Maria; Reed, Catherine; Happich, Michael; Kahle-Wrobleski, Kristin; Argimon, Josep Maria; Bruno, Giuseppe; Dodel, Richard; Jones, Roy W; Vellas, Bruno; Wimo, Anders. - In: BMC MEDICAL RESEARCH METHODOLOGY. - ISSN 1471-2288. - 16:1(2016), pp. 1-11. [10.1186/s12874-016-0188-1]
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/1097755
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