ArticlePharmacoEconomics2012
The impact of co-morbidity burden on preference-based health-related quality of life in the United States.
Article in PharmacoEconomics, 2012. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers, 3 of them syntheses that pooled it.
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The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
15 citing papers in PubMed, 3 syntheses or guidelines pooled it.
- Comorbidity and health-related quality of life in people with a chronic medical condition in randomised clinical trials: An individual participant data meta-analysis.PLoS medicine · 2023Pooled it
- Variation in the estimated prevalence of multimorbidity: systematic review and meta-analysis of 193 international studies.BMJ open · 2022Pooled it
- Pooled it
- High Symptom Burden and Low Functional Status in the Setting of Multimorbidity.Journal of the American Geriatrics Society · 2017 · on this mapTrial
- Prevalence, combination patterns, and quality of life factors of multimorbidity among older adults in southern China based on the health ecological model.Journal of global health · 2025Article
- Article
- Bayesian Hierarchical Models for Meta-Analysis of Quality-of-Life Outcomes: An Application in Multimorbidity.PharmacoEconomics · 2020Article
- Self-efficacy and health-related quality of life: a cross-sectional study of primary care patients with multi-morbidity.Health and quality of life outcomes · 2019Article
- Quality of life and burden of morbidity in primary care users with multimorbidity.Patient related outcome measures · 2018Article
- Examining the relationship between health-related quality of life and increasing numbers of diagnoses.Quality of life research : an international journal of quality of life aspects of treatment, care and rehabilitation · 2015Article
- Time Trade-Off as a Measure of Health-Related Quality of Life: Long Bone Nonunions Have a Devastating Impact.The Journal of bone and joint surgery. American volume · 2015Article
- The impact of multimorbidity on quality of life among midlife women: findings from a U.S. nationally representative survey.Journal of women's health (2002) · 2015Article
- Common patterns of morbidity and multi-morbidity and their impact on health-related quality of life: evidence from a national survey.Quality of life research : an international journal of quality of life aspects of treatment, care and rehabilitation · 2015Article
- Health-related quality of life and socioeconomic status: inequalities among adults with a chronic disease.Health and quality of life outcomes · 2014Article
- Impact of post-stroke cognitive impairment with no dementia on health-related quality of life.Journal of stroke · 2013Article
Corrections and comments
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Authors and funding
3 authors.
Funding
Abstract
backgroundMany statistical analyses, clinical trials and cost-utility analyses designed to measure the impact of a particular disease on utility scores often overlook the important influence of co-morbidity burden.
objectivesThis study aims to examine the impact of co-morbidity burden on EQ-5D index scores in a nationally representative sample of the US.
methodsThe pooled 2001 and 2003 Medical Expenditure Panel Survey was used. The total number of chronic conditions for each individual was calculated based on Clinical Classification Categories codes. Spline regression was used to identify nonlinear age effects: individuals were separated into four quartiles based on age. Censored least absolute deviation was used to regress EQ-5D index scores on age and chronic co-morbidity, controlling for income, gender, race, ethnicity, education, physical activity and smoking status. Interactions between age and chronic conditions were also explored.
resultsThe coefficients for chronic co-morbidities were highly statistically significant with large magnitudes for those with two or more chronic conditions (coefficient two chronic conditions=-0.16; coefficient nine chronic conditions=-0.28). After controlling for chronic co-morbidities and other confounders, age was not statistically significant except for those aged>58 years and the magnitude of this coefficient was very small (coefficient aged>58 years=-0.0006). The interactions between age and chronic co-morbidity were significant, but the deleterious impact of their interaction was largely dominated by the existence and number of chronic conditions.
conclusionsChronic conditions have a significant deleterious impact on EQ-5D index scores that is much more pronounced than age and other sociodemographic and behavioural characteristics. Future analyses and cost-utility models should incorporate the impact of multiple morbidity.
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