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Im JHB, Rodrigues R, Anderson KK, Wilk P, Stranges S, Nicholson K. Examining the prevalence and correlates of multimorbidity among community-dwelling older adults: cross-sectional evidence from the Canadian Longitudinal Study on Aging (CLSA) first-follow-up data. Age Ageing 2022; 51:6653483. [PMID: 35930724 DOI: 10.1093/ageing/afac165] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2021] [Revised: 05/06/2022] [Indexed: 01/25/2023] Open
Abstract
INTRODUCTION multimorbidity has become an increasingly important issue for many populations around the world, including Canada. The objectives of this study were to estimate the prevalence of multimorbidity at first follow-up and to identify factors associated with multimorbidity using data from the Canadian Longitudinal Study on Aging (CLSA). METHODS this study included 27,701 community-dwelling participants in the first follow-up of the CLSA. Multimorbidity was operationalised using two definitions (Public Health and Primary Care), as well as the cut-points of two or more chronic conditions (MM2+) and three or more chronic conditions (MM3+). The prevalence of multimorbidity was calculated at first follow-up and multivariable regression models were used to identify correlates of multimorbidity occurrence. RESULTS the prevalence of multimorbidity at first follow-up was 32.3% among males and 39.3% among females when using the MM2+ Public Health definition, whereas the prevalence was 67.2% among males and 75.8% among females when using the MM2+ Primary Care definition. Older age, lower alcohol consumption, lower physical activity levels, dissatisfaction with sleep quality, dissatisfaction with life and experiencing social limitations due to health conditions were significantly associated with increased odds of multimorbidity for both males and females, regardless of the definition of multimorbidity used. CONCLUSION various sociodemographic, behavioural and psychosocial factors are associated with multimorbidity. Future research should continue to examine how the prevalence of multimorbidity changes with time and how these changes may be related to specific risk factors. This future research should be supplemented with studies examining the longitudinal impacts of multimorbidity over time.
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Affiliation(s)
- James H B Im
- Department of Epidemiology & Biostatistics, Schulich School of Medicine & Dentistry, Western University, London, ON, Canada
| | - Rebecca Rodrigues
- Department of Epidemiology & Biostatistics, Schulich School of Medicine & Dentistry, Western University, London, ON, Canada
| | - Kelly K Anderson
- Department of Epidemiology & Biostatistics, Schulich School of Medicine & Dentistry, Western University, London, ON, Canada.,Lawson Health Research Institute, London, ON, Canada.,Department of Psychiatry, Schulich School of Medicine & Dentistry, Western University, London, ON, Canada
| | - Piotr Wilk
- Department of Epidemiology & Biostatistics, Schulich School of Medicine & Dentistry, Western University, London, ON, Canada.,Lawson Health Research Institute, London, ON, Canada.,Department of Paediatrics, Schulich School of Medicine & Dentistry, Western University, London, ON, Canada
| | - Saverio Stranges
- Department of Epidemiology & Biostatistics, Schulich School of Medicine & Dentistry, Western University, London, ON, Canada.,Department of Family Medicine, Schulich School of Medicine & Dentistry, Western University, London, ON, Canada.,Department of Precision Health, Luxembourg Institute of Health, Strassen, Luxembourg
| | - Kathryn Nicholson
- Department of Epidemiology & Biostatistics, Schulich School of Medicine & Dentistry, Western University, London, ON, Canada
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Dennis S, Ball L, Harris M, Refshauge K. Allied health are key to improving health for people with chronic disease: but where are the outcomes and where is the strategy? Aust J Prim Health 2021; 27:437-441. [PMID: 34823644 DOI: 10.1071/py21076] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2021] [Accepted: 10/01/2021] [Indexed: 11/23/2022]
Abstract
The global burden of chronic disease has forced health systems to focus on improved care. This has led to improved health outcomes for some populations, but not for all people or for all conditions. The rising prevalence of chronic disease has also significantly increased demands on healthcare systems, with unsustainable costs to funders. To improve health and social outcomes for all people with chronic disease, it is critical to embrace allied health professionals as key members of primary healthcare teams. The recognised efficacy and cost-effectiveness of many allied health interventions suggest that implementation into usual care would result in enhanced outcomes for people accessing healthcare, their families and communities, and for health systems. Our aim is to highlight the current unacceptable lack of allied health integration into primary healthcare teams, and illustrate the potential value of improved and equitable access to allied health professionals for managing chronic conditions and multimorbidity.
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Affiliation(s)
- Sarah Dennis
- Sydney School of Health Sciences, Faculty of Medicine and Health, University of Sydney, Sydney, NSW 2006, Australia; and South West Sydney Local Health District, Liverpool, NSW 2170, Australia; and Corresponding author.
| | - Lauren Ball
- Menzies Health Institute - Centre for Health Practice Innovation, Gold Coast Campus, Griffith University, Qld 4222, Australia
| | - Mark Harris
- Centre for Primary Health Care and Equity, University of New South Wales, Sydney, NSW 2052, Australia
| | - Kathryn Refshauge
- Sydney School of Health Sciences, Faculty of Medicine and Health, University of Sydney, Sydney, NSW 2006, Australia
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Fortin M, Stewart M. Implementing patient-centred integrated care for multiple chronic conditions: Evidence-informed framework. CANADIAN FAMILY PHYSICIAN MEDECIN DE FAMILLE CANADIEN 2021; 67:235-238. [PMID: 33853907 DOI: 10.46747/cfp.6704235] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Affiliation(s)
- Martin Fortin
- Professor in the Department of Family Medicine and Emergency Medicine at the University of Sherbrooke in Quebec and Research Director at the Centre intégré universitaire de santé et de services sociaux du Saguenay-Lac St-Jean.
| | - Moira Stewart
- Distinguished University Professor Emeritus in the Centre for Studies in Family Medicine at Western University in London, Ont
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Fortin M, Stewart M. [Not Available]. CANADIAN FAMILY PHYSICIAN MEDECIN DE FAMILLE CANADIEN 2021; 67:242-245. [PMID: 33853909 PMCID: PMC8324145 DOI: 10.46747/cfp.6704242] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Affiliation(s)
- Martin Fortin
- Professeur au Département de médecine de famille et de médecine d'urgence de l'Université de Sherbrooke (Québec) et directeur de la recherche au Centre intégré universitaire de santé et de services sociaux du Saguenay-Lac-Saint-Jean.
| | - Moira Stewart
- Professeure émérite distinguée au Centre for Studies in Family Medicine de l'Université Western à London (Ontario)
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Multimorbidity and intention to retire: a cross-sectional study on 14 European countries. Int J Public Health 2019; 65:187-195. [DOI: 10.1007/s00038-019-01322-0] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2019] [Revised: 10/28/2019] [Accepted: 12/11/2019] [Indexed: 10/25/2022] Open
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Prevalence, characteristics, and patterns of patients with multimorbidity in primary care: a retrospective cohort analysis in Canada. Br J Gen Pract 2019; 69:e647-e656. [PMID: 31308002 PMCID: PMC6715467 DOI: 10.3399/bjgp19x704657] [Citation(s) in RCA: 34] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2018] [Accepted: 02/21/2019] [Indexed: 10/31/2022] Open
Abstract
BACKGROUND Multimorbidity is a complex issue in modern medicine and a more nuanced understanding of how this phenomenon occurs over time is needed. AIM To determine the prevalence, characteristics, and patterns of patients living with multimorbidity, specifically the unique combinations (unordered patterns) and unique permutations (ordered patterns) of multimorbidity in primary care. DESIGN AND SETTING A retrospective cohort analysis of the prospectively collected data from 1990 to 2013 from the Canadian Primary Care Sentinel Surveillance Network electronic medical record database. METHOD Adult primary care patients who were aged ≥18 years at their first recorded encounter were followed over time. A list of 20 chronic condition categories was used to detect multimorbidity. Computational analyses were conducted using the Multimorbidity Cluster Analysis Tool to identify all combinations and permutations. RESULTS Multimorbidity, defined as two or more and three or more chronic conditions, was prevalent among adult primary care patients and most of these patients were aged <65 years. Among female patients with two or more chronic conditions, 6075 combinations and 14 891 permutations were detected. Among male patients with three or more chronic conditions, 4296 combinations and 9716 permutations were detected. While specific patterns were identified, combinations and permutations became increasingly rare as the total number of chronic conditions and patient age increased. CONCLUSION This research confirms that multimorbidity is common in primary care and provides empirical evidence that clinical management requires a tailored, patient-centred approach. While the prevalence of multimorbidity was found to increase with increasing patient age, the largest proportion of patients with multimorbidity in this study were aged <65 years.
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Ofori-Asenso R, Chin KL, Curtis AJ, Zomer E, Zoungas S, Liew D. Recent Patterns of Multimorbidity Among Older Adults in High-Income Countries. Popul Health Manag 2019; 22:127-137. [DOI: 10.1089/pop.2018.0069] [Citation(s) in RCA: 73] [Impact Index Per Article: 14.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Affiliation(s)
- Richard Ofori-Asenso
- Centre of Cardiovascular Research and Education in Therapeutics, Department of Epidemiology and Preventive Medicine, Monash University, Melbourne, Australia
- Epidemiological Modelling Unit, Department of Epidemiology and Preventive Medicine, Monash University, Melbourne, Australia
- Division of Metabolism, Ageing and Genomics, Department of Epidemiology and Preventive Medicine, Monash University, Melbourne, Australia
| | - Ken Lee Chin
- Centre of Cardiovascular Research and Education in Therapeutics, Department of Epidemiology and Preventive Medicine, Monash University, Melbourne, Australia
| | - Andrea J. Curtis
- Division of Metabolism, Ageing and Genomics, Department of Epidemiology and Preventive Medicine, Monash University, Melbourne, Australia
| | - Ella Zomer
- Centre of Cardiovascular Research and Education in Therapeutics, Department of Epidemiology and Preventive Medicine, Monash University, Melbourne, Australia
| | - Sophia Zoungas
- Division of Metabolism, Ageing and Genomics, Department of Epidemiology and Preventive Medicine, Monash University, Melbourne, Australia
| | - Danny Liew
- Centre of Cardiovascular Research and Education in Therapeutics, Department of Epidemiology and Preventive Medicine, Monash University, Melbourne, Australia
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Laires PA, Perelman J. The current and projected burden of multimorbidity: a cross-sectional study in a Southern Europe population. Eur J Ageing 2018; 16:181-192. [PMID: 31139032 DOI: 10.1007/s10433-018-0485-0] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022] Open
Abstract
In a context of increasing ageing of the population, it is crucial to better understand multimorbidity and its consequences. This study measured the prevalence of multimorbidity in a Southern Europe population and projected its evolution based on expected demographic changes. It also analysed its associated consequences on self-reported health status, functional capacity, and healthcare use. Our sample included all people aged 25-79 years (6679 men and 8517 women) who participated in the fifth Portuguese National Health Interview Survey, conducted in 2014. Multimorbidity was measured by the presence of at least two self-reported chronic conditions. Multivariable regressions were used to assess the association of multimorbidity with health status, functional capacity, and healthcare use. The projected evolution of multimorbidity was based on official demographic projections. 43.9% of the Portuguese population self-reported the multimorbidity, which was more frequent among older people, women, and low-educated people. We found an association of multimorbidity with poorer health status (OR 3.32, 95%CI 2.60-4.24) and with limited functional capacity (OR 4.44, 95%CI 3.85-5.11). Multimorbidity was also associated with higher healthcare resource use, namely a 26% increased likelihood of hospitalization in the previous 12 months per additional comorbidity. We projected a 13.1% growth in the prevalence of multimorbidity until the year 2050. Multimorbidity affects a substantial share of the population and is expected to grow in the near future related to population ageing. The co-occurrence of chronic health conditions increases sharply with age and is associated with worse health status, reduced functional capacity, and increased healthcare use.
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Affiliation(s)
- P A Laires
- 1Centro de Investigação em Saúde Pública (CISP), Escola Nacional de Saúde Pública (ENSP), Universidade NOVA de Lisboa, Avenida Padre Cruz, 1600-560 Lisbon, Portugal.,2Escola Nacional de Saúde Pública (ENSP), Universidade NOVA de Lisboa, Avenida Padre Cruz, 1600-560 Lisbon, Portugal
| | - J Perelman
- 1Centro de Investigação em Saúde Pública (CISP), Escola Nacional de Saúde Pública (ENSP), Universidade NOVA de Lisboa, Avenida Padre Cruz, 1600-560 Lisbon, Portugal.,2Escola Nacional de Saúde Pública (ENSP), Universidade NOVA de Lisboa, Avenida Padre Cruz, 1600-560 Lisbon, Portugal
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Xu X, Mishra GD, Jones M. Mapping the global research landscape and knowledge gaps on multimorbidity: a bibliometric study. J Glob Health 2018; 7:010414. [PMID: 28685036 PMCID: PMC5475311 DOI: 10.7189/jogh.07.010414] [Citation(s) in RCA: 74] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022] Open
Abstract
Background To summarize global research trends and activities on multimorbidity; then to assess the knowledge gaps and to identify implications for knowledge exchange between high income countries (HICs) and low– and middle– income countries (LMICs). Methods A comprehensive search was conducted to identify research publications on multimorbidity in the Web of ScienceTM, as well as diabetes, depression, hypertension, and Chronic Obstructive Pulmonary Disease (COPD). The time frame for the search was from 1900 to June, 2016. Information (such as publication date, subject category, author, country of origin, title, abstract, and keywords) were extracted and the full texts were obtained for the co–citation analysis. Data were linked with the life expectancy at birth (years) and Gross National Income (GNI). Co–citation and hierarchal clustering analysis was used to map the trends and research networks with CiteSpace II (JAVA freeware, copyright Chaomei Chen, http://cluster.cis.drexel.edu/~cchen/citespace/). Findings We identified 2864 relevant publications as at June 2016, with the first paper on this topic indexed in 1974 from Germany, but 80% were published after 2010. Further analysis yielded two knowledge gaps: (1) compared with single conditions (diabetes, hypertension, depression, and COPD), there is a mismatch between the high prevalence of multimorbidity and its research outputs (ratio of articles on multimorbidity vs other four single conditions is 1:13–150); (2) although a total of 76 countries have contributed to this research area, only 5% of research originated from LMICs where 73% of non–communicable disease (NCD) related deaths had occurred. Additional analysis showed the median year of first publication occurred 15 years later in the LMICs compared with HICs (2010 vs 1995); and longer life expectancy was associated with exponentially higher publication outputs (Pearson correlation coefficient r = 0.95) at the global level. The life expectancy at the median year (1994) of first publication was 66.1, with the gap between LMICs and HICs 7.9 (68.4 vs 76.3). Conclusions This study confirms substantial knowledge gaps in the research agenda on multimorbidity, with input urgently needed to move us forward worldwide, especially for and in LMICs. There is the possibility that LMICs can learn from and collaborate with HICs in this area.
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Affiliation(s)
- Xiaolin Xu
- Centre for Longitudinal and Life Course Research, School of Public Health, The University of Queensland, Brisbane, Australia
| | - Gita D Mishra
- Centre for Longitudinal and Life Course Research, School of Public Health, The University of Queensland, Brisbane, Australia
| | - Mark Jones
- Centre for Longitudinal and Life Course Research, School of Public Health, The University of Queensland, Brisbane, Australia
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The Journal of Comorbidity affiliates with the North American Primary Care Research Group. JOURNAL OF COMORBIDITY 2018; 7:114-116. [PMID: 29354596 PMCID: PMC5772377 DOI: 10.15256/joc.2017.7.123] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 09/25/2017] [Accepted: 09/25/2017] [Indexed: 11/25/2022]
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Ansari S, Hosseinzadeh H, Dennis S, Zwar N. Activating primary care COPD patients with multi-morbidity (APCOM) pilot project: study protocol. NPJ Prim Care Respir Med 2017; 27:12. [PMID: 28209999 PMCID: PMC5434784 DOI: 10.1038/s41533-016-0003-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2016] [Revised: 09/11/2016] [Accepted: 11/07/2016] [Indexed: 11/10/2022] Open
Affiliation(s)
- Sameera Ansari
- School of Public Health and Community Medicine, UNSW Medicine, UNSW Australia, Sydney, NSW , 2052, Australia.
| | - Hassan Hosseinzadeh
- School of Public Health and Community Medicine, UNSW Medicine, UNSW Australia, Sydney, NSW , 2052, Australia
| | - Sarah Dennis
- South Western Sydney Local Health District, Faculty of Health Sciences, The University of Sydney, Sydney, NSW, 2141, Australia
- Centre for Primary Health Care and Equity, UNSW Australia, Sydney, NSW, 2052, Australia
| | - Nicholas Zwar
- School of Public Health and Community Medicine, UNSW Medicine, UNSW Australia, Sydney, NSW , 2052, Australia
- School of Medicine, Faculty of Science, Medicine and Health, University of Wollongong Australia, Wollongong, NSW, 2522, Australia
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Prazeres F, Santiago L. The Knowledge, Awareness, and Practices of Portuguese General Practitioners Regarding Multimorbidity and its Management: Qualitative Perspectives from Open-Ended Questions. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2016; 13:E1097. [PMID: 27834818 PMCID: PMC5129307 DOI: 10.3390/ijerph13111097] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/21/2016] [Revised: 10/19/2016] [Accepted: 11/02/2016] [Indexed: 11/17/2022]
Abstract
Multimorbidity's high prevalence and negative impact has made it a subject of worldwide interest. The main aim of this study was to access the Portuguese knowledge, awareness, and practices of general practitioners (GPs) regarding multimorbidity and its management, in order to aid in the development of interventions for improving outcomes in multimorbid patients in primary care. A web-based qualitative descriptive study was carried out in the first trimester of 2016 with primary care physicians working in two districts of the Centre region of Portugal. Open-ended questions were analysed via inductive thematic content analysis. GPs pointed out several difficulties and challenges while managing multimorbidity. Extrinsic factors were associated with the healthcare system logistics' management (consultation time, organization of care teams, clinical information) and society (media pressure, social/family support). Intrinsic factors related to the GP, patient, and physician-patient relationship were also stated. The most significant conclusion to emerge from this study is that although GPs perceived difficulties and challenges towards multimorbidity, they also have the tools to deal with them: the fundamental characteristics of family medicine. Also, the complex care required by multimorbid patients needs adequate consultation time, multidisciplinary teamwork, and more education/training.
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Affiliation(s)
- Filipe Prazeres
- Faculdade de Ciências da Saúde, Universidade da Beira Interior, Covilhã 6200-506, Portugal.
- Centro de Saúde de Aveiro, Aveiro 3810-000, Portugal.
| | - Luiz Santiago
- Faculdade de Ciências da Saúde, Universidade da Beira Interior, Covilhã 6200-506, Portugal.
- Unidade de Saúde Familiar Topázio, Coimbra 3020-171, Portugal.
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Secondary prevention of chronic health conditions in patients with multimorbidity: what can physiotherapists do? JOURNAL OF COMORBIDITY 2016; 6:50-52. [PMID: 29090173 PMCID: PMC5556444 DOI: 10.15256/joc.2016.6.82] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 03/21/2016] [Accepted: 03/24/2016] [Indexed: 11/18/2022]
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Multimorbidity and the primary healthcare perspective. JOURNAL OF COMORBIDITY 2016; 6:46-49. [PMID: 29090172 PMCID: PMC5556443 DOI: 10.15256/joc.2016.6.84] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 04/04/2016] [Accepted: 04/11/2016] [Indexed: 01/01/2023]
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