Improving the Measurement of QALYs in Dementia: Developing Patient- and Carer-Reported Health State Classification Systems Using Rasch Analysis


Mulhern, B; Smith, SC; Rowen, D; Brazier, JE; Knapp, M; Lamping, DL; Loftus, V; Young, TA; Howard, RJ; Banerjee, S; (2012) Improving the Measurement of QALYs in Dementia: Developing Patient- and Carer-Reported Health State Classification Systems Using Rasch Analysis. Value in health, 15 (2). pp. 323-333. ISSN 1098-3015 DOI: https://doi.org/10.1016/j.jval.2011.09.006

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Abstract

Objectives: Cost-utility analysis is increasingly used to inform resource allocation. This requires a means of valuing health states before and after intervention. Although generic measures are typically used to generate values, these do not perform well with people with dementia. We report the development of a health state classification system amenable to valuation for use in studies of dementia, derived from the DEMQOL system, measure of health-related quality of life in dementia by patient self-report (DEMQOL) and carer proxy-report (DEMQOL-Proxy). Methods: Factor analysis was used to determine the dimensional structure of DEMQOL and DEMQOL-Proxy. Rasch analysis was subsequently used to investigate item performance across factors in terms of item-level ordering, functioning across subgroups, model fit, and severity-range coverage. This enabled the selection of one item from each factor for the classification system. A sample of people with a diagnosis of mild/moderate dementia (n = 644) and a sample of carers of those with mild/moderate dementia (n = 683) were used. Results: Factor analysis found different five-factor solutions for DEMQOL and DEMQOL-Proxy. Following item reduction and selection by using Rasch analysis, a five-dimension classification for DEMQOL and a four-dimension classification for DEMQOL-Proxy were developed. Each item contained four health state levels. Conclusion: Combining Rasch and classical psychometric analysis is a valid method of selecting items for dementia health state classifications from both the patient and carer perspectives. The next stage is to obtain preference weights so that the measure can be used in the economic evaluation of treatment, care, and support arrangements for dementia.

Item Type: Article
Keywords: dementia, health-related quality of life, health states, preference-based measures of health, quality-adjusted life-years, Rasch, analysis, quality-of-life, item response theory, preference-based measure, people, agreement, euroqol, disease, index, eq-5d, questionnaire, Aged, Aged, 80 and over, Caregivers, Classification, methods, Dementia, physiopathology, psychology, Factor Analysis, Statistical, Female, Great Britain, Health Status, Humans, Logistic Models, Male, Patient Preference, psychology, statistics & numerical data, Patients, psychology, Psychometrics, Quality-Adjusted Life Years, Questionnaires, standards
Faculty and Department: Faculty of Public Health and Policy > Dept of Health Services Research and Policy
PubMed ID: 22433764
Web of Science ID: 301930600014
URI: http://researchonline.lshtm.ac.uk/id/eprint/39343

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