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      Association of self-rated health with multimorbidity, chronic disease and psychosocial factors in a large middle-aged and older cohort from general practice: a cross-sectional study

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          Abstract

          Background

          The prevalence of coexisting chronic conditions (multimorbidity) is rising. Disease labels, however, give little information about impact on subjective health and personal illness experience. We aim to examine the strength of association of single and multimorbid physical chronic diseases with self-rated health in a middle-aged and older population in England, and to determine whether any association is mediated by depression and other psychosocial factors.

          Methods

          25 268 individuals aged 39 to 79 years recruited from general practice registers in the European Prospective Investigation of Cancer (EPIC-Norfolk) study, completed a survey including self-rated health, psychosocial function and presence of common physical chronic conditions (cancer, stroke, heart attack, diabetes, asthma/bronchitis and arthritis). Logistic regression models determined odds of “moderate/poor” compared to “good/excellent” health by condition and number of conditions adjusting for psychosocial measures.

          Results

          One-third (8252) reported one, around 7.5% (1899) two, and around 1% (194) three or more conditions. Odds of “moderate/poor” self-rated health worsened with increasing number of conditions (one (OR = 1.3(1.2–1.4)) versus three or more (OR = 3.4(2.3–5.1)), and were highest where there was comorbidity with stroke (OR = 8.7(4.6–16.7)) or heart attack (OR = 8.5(5.3–13.6)). Psychosocial measures did not explain the association between chronic diseases and multimorbidity with self-rated health.The relationship of multimorbidity with self-rated health was particularly strong in men compared to women (three or more conditions: men (OR = 5.2(3.0–8.9)), women OR = 2.1(1.1–3.9)).

          Conclusions

          Self-rated health provides a simple, integrative patient-centred assessment for evaluation of illness in the context of multiple chronic disease diagnoses. Those registering in general practice in particular men with three or more diseases or those with cardiovascular comorbidities and with poorer self-rated health may warrant further assessment and intervention to improve their physical and subjective health.

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          Most cited references38

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          Cumulative illness rating scale.

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            The development of a comorbidity index with physical function as the outcome.

            Physical function is an important measure of success of many medical and surgical interventions. Ability to adjust for comorbid disease is essential in health services research and epidemiologic studies. Current indices have primarily been developed with mortality as the outcome, and are not sensitive enough when the outcome is physical function. The objective of this study was to develop a self-administered Functional Comorbidity Index with physical function as the outcome. The index was developed using two databases: a cross-sectional, simple random sample of 9,423 Canadian adults and a sample of 28,349 US adults seeking treatment for spine ailments. The primary outcome measure was the SF-36 physical function (PF) subscale. The Functional Comorbidity Index, an 18-item list of diagnoses, showed stronger association with physical function (model R(2) = 0.29) compared with the Charlson (model R(2) = 0.18), and Kaplan-Feinstein (model R(2) = 0.07) indices. The Functional Comorbidity Index correctly classified patients into high and low function, in 77% of cases. This new index contains diagnoses such as arthritis not found on indices used to predict mortality, and the FCI explained more variance in PF scores compared to indices designed to predict mortality.
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              Causes and consequences of comorbidity: a review.

              A literature search was carried out to identify and summarize the existing information on causes and consequences of comorbidity of chronic somatic diseases. A selection of 82 articles met our inclusion criteria. Very little work has been done on the causes of comorbidity. On the other hand, much work has been done on consequences of comorbidity, although comorbidity is seldom the main subject of study. We found comorbidity in general to be associated with mortality, quality of life, and health care. The consequences of specific disease combinations, however, depended on many factors. We recommend more etiological studies on shared risk factors, especially for those comorbidities that occur at a higher rate than expected. New insights in this field can lead to better prevention strategies. Health care workers need to take comorbid diseases into account in monitoring and treating patients. Future studies on consequences of comorbidity should investigate specific disease combinations.
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                Author and article information

                Contributors
                nm212@medschl.cam.ac.uk
                J.M.Valderas@exeter.ac.uk
                rmv23@medschl.cam.ac.uk
                kk101@medschl.cam.ac.uk
                alk25@medschl.cam.ac.uk
                Journal
                BMC Fam Pract
                BMC Fam Pract
                BMC Family Practice
                BioMed Central (London )
                1471-2296
                25 November 2014
                25 November 2014
                2014
                : 15
                : 1
                : 185
                Affiliations
                [ ]Primary Care Unit, Department of Public Health and Primary Care, Strangeways Laboratory, 2 Worts Causeway, Cambridge, CB1 8RN UK
                [ ]Health Services & Policy Research, University of Exeter Collaboration for Primary Care (APEx) and NIHR PenCLAHRC, University of Exeter Medical School, Smeall Building, St Luke’s Campus, Exeter, Devon EX1 2LU UK
                [ ]Institute of Public Health, University of Cambridge, Forvie Site, Robinson Way, Cambridge, CB2 0SR UK
                [ ]Clinical Gerontology Unit, Department of Public Health and Primary Care, Addenbrooke’s Hospital, Level 2, F+G Block, Box 251, Hills Road, Cambridge, CB2 2QQ UK
                [ ]Primary Care Research Unit, University of Cambridge, Forvie Site, Robinson Way, Cambridge, CB2 0SR UK
                Article
                185
                10.1186/s12875-014-0185-6
                4245775
                25421440
                525dedb4-a1d2-4845-9f7d-fe2926d18d6b
                © Mavaddat et al.; licensee BioMed Central Ltd. 2014

                This is an Open Access article distributed under the terms of the Creative Commons Attribution License ( http://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. The Creative Commons Public Domain Dedication waiver ( http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.

                History
                : 17 March 2014
                : 28 October 2014
                Categories
                Research Article
                Custom metadata
                © The Author(s) 2014

                Medicine
                general practice/family medicine,general integrated subjective health multimorbidity comorbidity

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