Comparative assessment of three different indices of multimorbidity for studies on health-related quality of life
Open accessAbstract
Background: Measures of multimorbidity are often applied to source data, populations or outcomes outside the scope of their original developmental work. As the development of a multimorbidity measure is influenced by the population and outcome used, these influences should be taken into account when selecting a multimorbidity index. The aim of this study was to compare the strength of the association of health-related quality of life (HRQOL) with three multimorbidity indices: the Cumulative Illness Rating Scale (CIRS), the Charlson index (Charlson) and the Functional Comorbidity Index (FCI). The first two indices were not developed in light of HRQOL. Methods: We used data on chronic diseases and on the SF-36 questionnaire assessing HRQOL of 238 adult primary care patients who participated in a previous study. We extracted all the diagnoses for every patient from chart review to score the CIRS, the FCI and the Charlson. Data for potential confounders (age, sex, self-perceived economic status and self-perceived social support) were also collected. We calculated the Pearson correlation coefficients (r) of the SF-36 scores with the three measures of multimorbidity, as well as the coefficient of determination, R 2, while controlling for confounders. Results: The r values for the CIRS (range: -0.55 to -0.18) were always higher than those for the FCI (-0.47 to -0.10) and Charlson (-0.31 to -0.04) indices. The CIRS explained the highest percent of variation in all scores of the SF-36, except for the Mental Component Summary Score where the variation was not significant. Variations explained by the FCI were significant in all scores of SF-36 measuring physical health and in two scales evaluating mental health. Variations explained by the Charlson were significant in only three scores measuring physical health. Conclusion: The CIRS is a better choice as a measure of multimorbidity than the FCI and the Charlson when HRQOL is the outcome of interest. However, the FCI may provide a good option to evaluate the physical aspect of HRQOL for the ease in its administration and scoring. The Charlson index may not be recommended as a measure of multimorbidity in studies related to either physical or mental aspects of HRQOL.
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Comorbidities were measured with the Functional Comorbidity Index, previously reported to correlate highly with the SF-36 physical function component.
“We measured co-morbidities that are included in the Functional Co-morbidity Index (9) and have previously been reported to be highly correlated to the physical function component of the SF-36.(10)”
From Urinary incontinence and disability in community-dwelling women: A cross-sectional study: Urinary Incontinence and Disability in Ambulatory Women (2015) · cites this paper as [10]
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References 26 · Cited by 184
- Authors
- Fortin, M., Hudon, C., Dubois, M.-F., Almirall, J., Lapointe, L., & Soubhi, H.
- Affiliations
- Université de Sherbrooke (CA)
- Centre de Santé et de Services Sociaux de Chicoutimi (CA)
- Corresponding author
- Fortin, Martin
- Venue
- Health and Quality of Life Outcomes
- Published
- 2005-11-23
- Volume
- 3
- Issue
- 1
- Pages
- 74-74
- ISSN
- 1477-7525 (ISSN-L)
- PMC
- PMC1310518
- OpenAlex
- W2100988808
- Cited by
- 184
- References
- 26
- Citations by year
- 2026: 1 · 2025: 4 · 2024: 3 · 2023: 7 · 2022: 6 · 2021: 16 · 2020: 12 · 2019: 11 · 2018: 10 · 2017: 6 · 2016: 11 · 2015: 16 · 2014: 13 · 2013: 8 · 2012: 9
- FWCI
- 5.28
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- cc-by
- Locations
- Health and Quality of Life Outcomes (publishedVersion, cc-by)
- Europe PMC (PubMed Central) (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Constellation (Université du Québec à Chicoutimi) (acceptedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- Pfizer
- Pfizer Canada
- Topics
- Health Sciences › Medicine › Epidemiology › Chronic Disease Management Strategies
- Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Health Systems, Economic Evaluations, Quality of Life
- Health Sciences › Health Professions › General Health Professions › Primary Care and Health Outcomes
- Keywords
- multimorbidity, health-related quality of life, Cumulative Illness Rating Scale, Charlson Comorbidity Index, Functional Comorbidity Index, SF-36, chronic disease, primary care patients, mental health, physical health
- MeSH terms
- Adult, Aged, Chronic Disease, Female, Health Status Indicators, Humans, Male, Middle Aged, Primary Health Care, Prospective Studies, Quality of Life, Comorbidity
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