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Published in: BMC Health Services Research 1/2012

Open Access 01-12-2012 | Research article

The impact of multiple chronic diseases on ambulatory care use; a population based study in Ontario, Canada

Authors: Elizabeth Muggah, Erin Graves, Carol Bennett, Douglas G Manuel

Published in: BMC Health Services Research | Issue 1/2012

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Abstract

Background

The prevalence of multiple chronic diseases is increasing and is a common problem for primary health care providers. This study sought to determine the patient and health system burden of multiple chronic diseases among adults in Ontario, Canada, with a focus on the ambulatory health care system (outpatient primary health care and specialist services).

Methods

This population-based study used linked health administrative data from Ontario, Canada. Individuals, aged 20 years or older, who had a valid health card, were included. Validated case definitions were used to identify persons with at least one of the following nine chronic diseases: diabetes, congestive heart failure, acute myocardial infarction, stroke, hypertension, asthma, chronic obstructive lung disease, peripheral vascular disease and end stage renal failure. Prevalence estimates for chronic diseases were calculated for April 1, 2009. Ambulatory physician billing records for the two-year period, April 1, 2008 to March 31, 2010, were used to identify the number of outpatient ambulatory care visits.

Results

In 2009, 26.3% of Ontarians had one chronic disease, 10.3% had two diseases, and 5.6% had three or more diseases. Annual mean primary health care use increased significantly with each additional chronic disease. Overall, there were twice as many patient visits to primary health care providers compared to specialists across all chronic disease counts. Among those with multiple diseases, primary health care visits increased with advancing age, while specialist care dropped off. While persons with three or more diseases accounted for a disproportionate share of primary health care visits, the largest number of visits were made by those with no or one chronic disease.

Conclusions

The burden of care for persons with multiple chronic diseases is considerable and falls largely on the primary health care provider. However persons with no or one chronic disease are responsible for the largest number of ambulatory health care visits overall. Continued investment in primary health care is needed both to care for those with multiple diseases and to prevent the accumulation of chronic diseases with aging.
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Literature
1.
go back to reference World Health Organization: Facing the Facts. 2005, Canada: The impact of chronic disease in Canada World Health Organization: Facing the Facts. 2005, Canada: The impact of chronic disease in Canada
2.
go back to reference Fortin M, Bravo G, Hudon C, Vanasse A, Lapointe L: Prevalence of multimorbidity among adults seen in family practice. Annals Fam Med. 2005, 3 (3): 223-228. 10.1370/afm.272.CrossRef Fortin M, Bravo G, Hudon C, Vanasse A, Lapointe L: Prevalence of multimorbidity among adults seen in family practice. Annals Fam Med. 2005, 3 (3): 223-228. 10.1370/afm.272.CrossRef
3.
go back to reference Canadian Institute for Health Information: Seniors and the health care system: What is the impact of multiple chronic conditions?. 2011, Ottawa, Canada: CIHI Canadian Institute for Health Information: Seniors and the health care system: What is the impact of multiple chronic conditions?. 2011, Ottawa, Canada: CIHI
4.
go back to reference Broemeling AM, Watson DE, Prebtani F: Population patterns of chronic health conditions, co-morbidity and healthcare use in Canada: implications for policy and practice. Healthc Q. 2008, 11 (3): 70.CrossRefPubMed Broemeling AM, Watson DE, Prebtani F: Population patterns of chronic health conditions, co-morbidity and healthcare use in Canada: implications for policy and practice. Healthc Q. 2008, 11 (3): 70.CrossRefPubMed
5.
go back to reference Fortin M, Hudon C, Haggerty J, Akker M, Almirall J: Prevalence estimates of multimorbidity: a comparative study of two sources. BMC Health Serv Res. 2010, 10 (1): 111-10.1186/1472-6963-10-111.CrossRefPubMedPubMedCentral Fortin M, Hudon C, Haggerty J, Akker M, Almirall J: Prevalence estimates of multimorbidity: a comparative study of two sources. BMC Health Serv Res. 2010, 10 (1): 111-10.1186/1472-6963-10-111.CrossRefPubMedPubMedCentral
6.
go back to reference Rothman AA, Wagner EH: Chronic illness management: what is the role of primary care?. Ann Intern Med. 2003, 138 (3): 256-261.CrossRefPubMed Rothman AA, Wagner EH: Chronic illness management: what is the role of primary care?. Ann Intern Med. 2003, 138 (3): 256-261.CrossRefPubMed
7.
go back to reference Bodenheimer T, Lorig K, Holman H, Grumbach K: Patient self-management of chronic disease in primary care. JAMA: J Am Med Assoc. 2002, 288 (19): 2469-2475. 10.1001/jama.288.19.2469.CrossRef Bodenheimer T, Lorig K, Holman H, Grumbach K: Patient self-management of chronic disease in primary care. JAMA: J Am Med Assoc. 2002, 288 (19): 2469-2475. 10.1001/jama.288.19.2469.CrossRef
8.
go back to reference Mercer SW, Smith SM, Wyke S, O’Dowd T, Watt GCM: Multimorbidity in primary care: developing the research agenda. Fam Pract. 2009, 26 (2): 79-80. 10.1093/fampra/cmp020.CrossRefPubMed Mercer SW, Smith SM, Wyke S, O’Dowd T, Watt GCM: Multimorbidity in primary care: developing the research agenda. Fam Pract. 2009, 26 (2): 79-80. 10.1093/fampra/cmp020.CrossRefPubMed
9.
go back to reference Boyd CM, Fortin M: Future of multimorbidity research: How should understanding of multimorbidity inform health system design. Public Health Rev. 2010, 32 (2): 451-474. Boyd CM, Fortin M: Future of multimorbidity research: How should understanding of multimorbidity inform health system design. Public Health Rev. 2010, 32 (2): 451-474.
10.
go back to reference Starfield B, Shi L, Macinko J: Contribution of primary care to health systems and health. Milbank Q. 2005, 83 (3): 457-502. 10.1111/j.1468-0009.2005.00409.x.CrossRefPubMedPubMedCentral Starfield B, Shi L, Macinko J: Contribution of primary care to health systems and health. Milbank Q. 2005, 83 (3): 457-502. 10.1111/j.1468-0009.2005.00409.x.CrossRefPubMedPubMedCentral
11.
go back to reference Broemeling AM, Watson D, Black C: Centre for health services and policy research. Chronic conditions and co-morbidity among residents of British Columbia. 2005, Vancouver: Centre for Health Services and Policy Research, Report No Broemeling AM, Watson D, Black C: Centre for health services and policy research. Chronic conditions and co-morbidity among residents of British Columbia. 2005, Vancouver: Centre for Health Services and Policy Research, Report No
13.
go back to reference Gershon AS, Wang C, Guan J, Vasilevska-Ristovska J, Cicutto L, To T: Identifying individuals with physcian diagnosed COPD in health administrative databases. COPD: J Chronic Obstruct Pulm Dis. 2009, 6 (5): 388-394. 10.1080/15412550903140865.CrossRef Gershon AS, Wang C, Guan J, Vasilevska-Ristovska J, Cicutto L, To T: Identifying individuals with physcian diagnosed COPD in health administrative databases. COPD: J Chronic Obstruct Pulm Dis. 2009, 6 (5): 388-394. 10.1080/15412550903140865.CrossRef
14.
go back to reference Tu JV, Austin P, Naylor CD, Iron K, Zhang H: Acute myocardial outcomes in Canada. Cardiovascular health and services in Ontario: an ICES atlas. 1999, Toronto: Institute for Clinical Evaluative Sciences, 83-110. Tu JV, Austin P, Naylor CD, Iron K, Zhang H: Acute myocardial outcomes in Canada. Cardiovascular health and services in Ontario: an ICES atlas. 1999, Toronto: Institute for Clinical Evaluative Sciences, 83-110.
15.
go back to reference Hux JE, Ivis F, Flintoft V, Bica A: Diabetes in Ontario: determination of prevalence and incidence using a validated administrative data algorithm. Diabetes Care. 2002, 25 (3): 512-516. 10.2337/diacare.25.3.512.CrossRefPubMed Hux JE, Ivis F, Flintoft V, Bica A: Diabetes in Ontario: determination of prevalence and incidence using a validated administrative data algorithm. Diabetes Care. 2002, 25 (3): 512-516. 10.2337/diacare.25.3.512.CrossRefPubMed
16.
go back to reference Guttmann A, Nakhla M, Henderson M, et al: Validation of a health administrative data algorithm for assessing the epidemiology of diabetes in Canadian children. Pediatr Diabetes. 2010, 11: 122-128. 10.1111/j.1399-5448.2009.00539.x.CrossRefPubMed Guttmann A, Nakhla M, Henderson M, et al: Validation of a health administrative data algorithm for assessing the epidemiology of diabetes in Canadian children. Pediatr Diabetes. 2010, 11: 122-128. 10.1111/j.1399-5448.2009.00539.x.CrossRefPubMed
17.
go back to reference Tu K, Campbell NRC, Chen ZL, Cauch-Dudek KJ, McAlister FA: Accuracy of administrative databases in identifying patients with hypertension. Open Med. 2007, 1 (1): e18.PubMedPubMedCentral Tu K, Campbell NRC, Chen ZL, Cauch-Dudek KJ, McAlister FA: Accuracy of administrative databases in identifying patients with hypertension. Open Med. 2007, 1 (1): e18.PubMedPubMedCentral
18.
go back to reference Institute for Clinical Evaluative Sciences: Improving health care data in Ontario. An ICES investigative report. 2005, Toronto: Institute for Clinical Evaluative Sciences Institute for Clinical Evaluative Sciences: Improving health care data in Ontario. An ICES investigative report. 2005, Toronto: Institute for Clinical Evaluative Sciences
19.
go back to reference Yeung DF, Boom NK, Guo H, Lee DS, Schultz SE, Tu JV: Trends in the incidence and outcomes of heart failure in Ontario, Canada: 1997 to 2007. CMAJ. 2012, 184 (14): E765-E773. 10.1503/cmaj.111958.CrossRefPubMedPubMedCentral Yeung DF, Boom NK, Guo H, Lee DS, Schultz SE, Tu JV: Trends in the incidence and outcomes of heart failure in Ontario, Canada: 1997 to 2007. CMAJ. 2012, 184 (14): E765-E773. 10.1503/cmaj.111958.CrossRefPubMedPubMedCentral
Metadata
Title
The impact of multiple chronic diseases on ambulatory care use; a population based study in Ontario, Canada
Authors
Elizabeth Muggah
Erin Graves
Carol Bennett
Douglas G Manuel
Publication date
01-12-2012
Publisher
BioMed Central
Published in
BMC Health Services Research / Issue 1/2012
Electronic ISSN: 1472-6963
DOI
https://doi.org/10.1186/1472-6963-12-452

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