ABSTRACT Objective: To examine the associations between individual chronic diseases and multidimensional frailty comprising physical, psychological, and social frailty. Methods: Dutch individuals (N = 47,768) age ≥ 65 years completed a general health questionnaire sent by the Public Health Services (response rate of 58.5 %), including data concerning self-reported chronic diseases, multidimensional frailty, and sociodemographic characteristics. Multidimensional frailty was assessed with the Tilburg Frailty Indicator (TFI). Total frailty and each frailty domain were regressed onto background characteristics and the six most prevalent chronic diseases: diabetes mellitus, cancer, hypertension, arthrosis, urinary incontinence, and severe back disorder. Multimorbidity was defined as the presence of combinations of these six diseases. Results: The six chronic diseases had medium and strong associations with total ((f2 = 0.122) and physical frailty (f2 = 0.170), respectively, and weak associations with psychological (f2 = 0.023) and social frailty (f2 = 0.008). The effects of the six diseases on the frailty variables differed strongly across diseases, with urinary incontinence and severe back disorder impairing frailty most. No synergetic effects were found; the effects of a disease on frailty did not get noteworthy stronger in the presence of another disease. Conclusions: Chronic diseases, in particular urinary incontinence and severe back disorder, were associated with frailty. We thus recommend assigning different weights to individual chronic diseases in a measure of multimorbidity that aims to examine effects of multimorbidity on multidimensional frailty. Because there were no synergetic effects of chronic diseases, the measure does not need to include interactions between diseases.
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BACKGROUND: People with severe or profound intellectual and motor disabilities (SPIMD) experience multimorbidity and have complex health needs. Multimorbidity increases mortality, decreases functioning, and negatively influences quality of life. Information regarding patterns of multimorbidity in people with SPIMD may lead to proactive prevention, specifically detection and treatment of physical health problems at an early stage and prevention of secondary complications.AIM: The aim of this study was to explore patterns of multimorbidity in individuals with SPIMD.METHODS AND PROCEDURES: Data from medical records and care plans on reported physical health problems of 99 adults with SPIMD were analysed. To explore the co-occurrence of physical health problems, cross tabulations and a 5-set Venn Diagram were used.OUTCOMES AND RESULTS: The most common combination of two physical health problems comprise the most prevalent physical health problems, which included visual impairment, constipation, epilepsy, spasticity, and scoliosis. These five issues occurred as a multimorbidity combination in 37% of the participants. In 56% of the participants a multimorbidity combination of four health problems emerged, namely constipation, visual impairment, epilepsy, and spasticity.CONCLUSIONS AND IMPLICATIONS: People experiencing SPIMD have interrelated health problems. As a consequence, a broad variety of potential interactions between physical health problems and their treatments may occur. Identifying multimorbidity patterns can provide guidance for accurate monitoring of persistent health problems and, early detection of secondary complications. However, the results require confirmation with larger samples in further studies.
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BackgroundTo describe the prevalence of multimorbidity and to study the association between acute and chronic diseases in acutely hospitalized older patientsMethodsProspective cohort study conducted between 2006 and 2008 in three teaching hospitals in the Netherlands. 639 patients aged 65 years and older, hospitalized for > 48 h were included. Two physicians scored diseases, using ICD-9 codes. Chronic multimorbidity was defined as the presence of ≥ 2 chronic diseases, and acute multimorbidity as ≥ 1 acute diseases upon pre-existent chronic diseases. Logistic regression analyses were conducted to analyse cluster associations between a chronic index disease and the concurrent chronic or acute disease, corrected for age and sex.ResultsThe mean age of patients was 78 years, over 50% had ADL impairments. Prevalence of chronic multimorbidity was 69%, and acute multimorbidity was present in 88%. Hypertension (OR 1.16; 95% CI 1.08–1.24), diabetes (type I or type 2) (OR 1.12; 95% CI 1.04–1.21), heart failure (OR 1.25; 95% CI 1.14–1.38) and COPD (OR 1.19; 95% CI 1.05–1.34) were associated with acute renal failure. Hypertension (OR 1.10; 95% CI 1.04–1.17) and atrial fibrillation (OR 1.17; 95% CI 1.08–1.27) were associated with an adverse drug event. Gastro-intestinal bleeding was clustered with atrial fibrillation (OR 1.11; 95% CI 1.04–1.19) and gastric ulcer (OR 1.16; 95% CI 1.07–1.25).ConclusionBoth acute and chronic multimorbidity was frequently present in hospitalized older patients. We identified specific associations between acute and chronic diseases. There is a need for strategies addressing multimorbidity during the exacerbation of chronic diseases.
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