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Published in: Diabetology & Metabolic Syndrome 1/2014

Open Access 01-12-2014 | Short report

Age modification of diabetes-related hospitalization among First Nations adults in Alberta, Canada

Authors: David JT Campbell, Sarah L Lacny, Robert G Weaver, Braden J Manns, Marcello Tonelli, Cheryl Barnabe, Brenda R Hemmelgarn

Published in: Diabetology & Metabolic Syndrome | Issue 1/2014

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Abstract

Background

We sought to determine the modifying effects of age and multimorbidity on the association between First Nations status and hospitalizations for diabetes-specific ambulatory care sensitive conditions (ACSC).

Findings

We identified 183,654 adults with diabetes from Alberta Canada, and followed them for one year for the outcome of hospitalization or emergency department (ED) visit for a diabetes-specific ACSC. We used logistic regression to determine the association between First Nations status and the outcome, assessing for effect modification by age and multimorbidity with interaction terms. In a model adjusting for age, age2, baseline A1c, duration of diabetes, and multimorbidity, First Nations people were at greater risk than non-First Nations to experience a diabetes-specific hospitalization or ED visit (unadjusted odds ratio [OR] 3.74; 95% confidence interval [CI]: 3.45-4.07). After adjustment for relevant covariates, this association varied by age (interaction: p = 0.018): adjusted OR 3.94 (95% CI: 3.11-4.99) and 5.74 (95% CI: 3.36-9.80) for First Nations compared to non-First Nations at ages 30 and 80 years, respectively.

Conclusions

Compared with non-First Nations, older First Nations patients with diabetes are at greater risk for diabetes-specific hospitalizations. Older First Nations patients with diabetes should be given priority access to primary care services as they are at greatest risk for requiring hospitalization for stabilization of their condition.
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Literature
1.
go back to reference Government of Canada: Constitution Act: Rights of the Aboriginal Peoples of Canada. Book Constitution Act: Rights of the Aboriginal Peoples of Canada. Section 35. 1982, Ottawa, ON Government of Canada: Constitution Act: Rights of the Aboriginal Peoples of Canada. Book Constitution Act: Rights of the Aboriginal Peoples of Canada. Section 35. 1982, Ottawa, ON
3.
go back to reference Oster RT, Johnson JA, Hemmelgarn BR, King M, Balko SU, Svenson LW, Crowshoe L, Toth EL: Recent epidemiologic trends of diabetes mellitus among status aboriginal adults. CMAJ. 2011, 183 (12): E803-8. 10.1503/cmaj.101882.PubMedCentralCrossRefPubMed Oster RT, Johnson JA, Hemmelgarn BR, King M, Balko SU, Svenson LW, Crowshoe L, Toth EL: Recent epidemiologic trends of diabetes mellitus among status aboriginal adults. CMAJ. 2011, 183 (12): E803-8. 10.1503/cmaj.101882.PubMedCentralCrossRefPubMed
4.
go back to reference Gao S, Manns BJ, Culleton BF, Tonelli M, Quan H, Crowshoe L, Ghali WA, Svenson LW, Ahmed S, Hemmelgarn BR, for the Alberta Kidney Disease Network: Access to health care among status aboriginal people with chronic kidney disease. Can Med Assoc J. 2008, 179 (10): 1007-1012. 10.1503/cmaj.080063.CrossRef Gao S, Manns BJ, Culleton BF, Tonelli M, Quan H, Crowshoe L, Ghali WA, Svenson LW, Ahmed S, Hemmelgarn BR, for the Alberta Kidney Disease Network: Access to health care among status aboriginal people with chronic kidney disease. Can Med Assoc J. 2008, 179 (10): 1007-1012. 10.1503/cmaj.080063.CrossRef
5.
go back to reference Deved V, Jette N, Quan H, Tonelli M, Manns B, Soo A, Barnabe C, Hemmelgarn BR, for the Alberta Kidney Disease Network: Quality of care for first nations and non-first nations people with diabetes. Clin J Am Soc Nephrol. 2013, 8 (7): 1188-1194. 10.2215/CJN.10461012.PubMedCentralCrossRefPubMed Deved V, Jette N, Quan H, Tonelli M, Manns B, Soo A, Barnabe C, Hemmelgarn BR, for the Alberta Kidney Disease Network: Quality of care for first nations and non-first nations people with diabetes. Clin J Am Soc Nephrol. 2013, 8 (7): 1188-1194. 10.2215/CJN.10461012.PubMedCentralCrossRefPubMed
7.
go back to reference Ahern MM, Hendryx M: Avoidable hospitalizations for diabetes: comorbidity risks. Dis Manag. 2007, 10 (6): 347-355. 10.1089/dis.2007.106709.CrossRefPubMed Ahern MM, Hendryx M: Avoidable hospitalizations for diabetes: comorbidity risks. Dis Manag. 2007, 10 (6): 347-355. 10.1089/dis.2007.106709.CrossRefPubMed
8.
go back to reference Wilson K, Rosenberg MW, Abonyi S, Lovelace R: Aging and health: an examination of differences between older aboriginal and non-aboriginal people. Can J Aging. 2010, 29 (3): 369-382. 10.1017/S0714980810000309.CrossRefPubMed Wilson K, Rosenberg MW, Abonyi S, Lovelace R: Aging and health: an examination of differences between older aboriginal and non-aboriginal people. Can J Aging. 2010, 29 (3): 369-382. 10.1017/S0714980810000309.CrossRefPubMed
9.
go back to reference Manns BJ, Tonelli M, Zhang J, Campbell DJ, Sargious P, Ayyalasomayajula B, Clement F, Johnson JA, Laupacis A, Lewanczuk R, McBrien K, Hemmelgarn BR: Enrolment in primary care networks: impact on outcomes and processes of care for patients with diabetes. CMAJ. 2012, 184 (2): E144-52. 10.1503/cmaj.110755.PubMedCentralCrossRefPubMed Manns BJ, Tonelli M, Zhang J, Campbell DJ, Sargious P, Ayyalasomayajula B, Clement F, Johnson JA, Laupacis A, Lewanczuk R, McBrien K, Hemmelgarn BR: Enrolment in primary care networks: impact on outcomes and processes of care for patients with diabetes. CMAJ. 2012, 184 (2): E144-52. 10.1503/cmaj.110755.PubMedCentralCrossRefPubMed
10.
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
12.
go back to reference Canadian Institute for Health Information: Technical Note: Ambulatory Care Sensitive Conditions (ACSC) 2010. 2011, Ottawa, Ontario Canadian Institute for Health Information: Technical Note: Ambulatory Care Sensitive Conditions (ACSC) 2010. 2011, Ottawa, Ontario
13.
go back to reference Booth GL, Hux JE: Relationship between avoidable hospitalizations for diabetes mellitus and income level. Arch Intern Med. 2003, 163 (1): 101-106. 10.1001/archinte.163.1.101.CrossRefPubMed Booth GL, Hux JE: Relationship between avoidable hospitalizations for diabetes mellitus and income level. Arch Intern Med. 2003, 163 (1): 101-106. 10.1001/archinte.163.1.101.CrossRefPubMed
14.
go back to reference Stratton IM, Adler AI, Neil HA, Matthews DR, Manley SE, Cull CA, Hadden D, Turner RC, Holman RR: Association of glycaemia with macrovascular and microvascular complications of type 2 diabetes (UKPDS 35): Prospective observational study. BMJ. 2000, 321 (7258): 405-412. 10.1136/bmj.321.7258.405.PubMedCentralCrossRefPubMed Stratton IM, Adler AI, Neil HA, Matthews DR, Manley SE, Cull CA, Hadden D, Turner RC, Holman RR: Association of glycaemia with macrovascular and microvascular complications of type 2 diabetes (UKPDS 35): Prospective observational study. BMJ. 2000, 321 (7258): 405-412. 10.1136/bmj.321.7258.405.PubMedCentralCrossRefPubMed
15.
go back to reference Campbell D, Ronksley P, Hemmelgarn B, Zhang J, Barnabe C, Tonelli M, Manns B: Association of enrolment in primary care networks with diabetes care and outcomes among first nations and low-income Albertans. Open Med. 2012, 6 (4): e155-PubMedCentralPubMed Campbell D, Ronksley P, Hemmelgarn B, Zhang J, Barnabe C, Tonelli M, Manns B: Association of enrolment in primary care networks with diabetes care and outcomes among first nations and low-income Albertans. Open Med. 2012, 6 (4): e155-PubMedCentralPubMed
16.
go back to reference Quan H, Sundararajan V, Halfon P, Fong A, Burnand B, Luthi JC, Saunders LD, Beck CA, Feasby TE, Ghali WA: Coding algorithms for defining comorbidities in ICD-9-CM and ICD-10 administrative data. Med Care. 2005, 43 (11): 1130-1139. 10.1097/01.mlr.0000182534.19832.83.CrossRefPubMed Quan H, Sundararajan V, Halfon P, Fong A, Burnand B, Luthi JC, Saunders LD, Beck CA, Feasby TE, Ghali WA: Coding algorithms for defining comorbidities in ICD-9-CM and ICD-10 administrative data. Med Care. 2005, 43 (11): 1130-1139. 10.1097/01.mlr.0000182534.19832.83.CrossRefPubMed
17.
go back to reference Charlson ME, Pompei P, Ales KL, MacKenzie CR: A new method of classifying prognostic comorbidity in longitudinal studies: development and validation. J Chronic Dis. 1987, 40 (5): 373-383. 10.1016/0021-9681(87)90171-8.CrossRefPubMed Charlson ME, Pompei P, Ales KL, MacKenzie CR: A new method of classifying prognostic comorbidity in longitudinal studies: development and validation. J Chronic Dis. 1987, 40 (5): 373-383. 10.1016/0021-9681(87)90171-8.CrossRefPubMed
18.
go back to reference Hemmelgarn BR, Clement F, Manns BJ, Klarenbach S, James MT, Ravani P, Pannu N, Ahmed SB, MacRae J, Scott-Douglas N, Jindal K, Quinn R, Culleton BF, Wiebe N, Krause R, Thorlacius L, Tonelli M: Overview of the alberta kidney disease network. BMC Nephrol. 2009, 10: 30-2369-10-30-CrossRef Hemmelgarn BR, Clement F, Manns BJ, Klarenbach S, James MT, Ravani P, Pannu N, Ahmed SB, MacRae J, Scott-Douglas N, Jindal K, Quinn R, Culleton BF, Wiebe N, Krause R, Thorlacius L, Tonelli M: Overview of the alberta kidney disease network. BMC Nephrol. 2009, 10: 30-2369-10-30-CrossRef
19.
go back to reference Lee JM, Davis MM, Gebremariam A, Kim C: Age and sex differences in hospitalizations associated with diabetes. J Womens Health (Larchmt). 2010, 19 (11): 2033-2042. 10.1089/jwh.2010.2029.CrossRef Lee JM, Davis MM, Gebremariam A, Kim C: Age and sex differences in hospitalizations associated with diabetes. J Womens Health (Larchmt). 2010, 19 (11): 2033-2042. 10.1089/jwh.2010.2029.CrossRef
20.
go back to reference Rosenthal MJ, Fajardo M, Gilmore S, Morley JE, Naliboff BD: Hospitalization and mortality of diabetes in older adults. A 3-year prospective study. Diabetes Care. 1998, 21 (2): 231-235. 10.2337/diacare.21.2.231.CrossRefPubMed Rosenthal MJ, Fajardo M, Gilmore S, Morley JE, Naliboff BD: Hospitalization and mortality of diabetes in older adults. A 3-year prospective study. Diabetes Care. 1998, 21 (2): 231-235. 10.2337/diacare.21.2.231.CrossRefPubMed
21.
go back to reference Green C, Blanchard JF, Young TK, Griffith J: The epidemiology of diabetes in the Manitoba-registered first nation population: current patterns and comparative trends. Diabetes Care. 2003, 26 (7): 1993-1998. 10.2337/diacare.26.7.1993.CrossRefPubMed Green C, Blanchard JF, Young TK, Griffith J: The epidemiology of diabetes in the Manitoba-registered first nation population: current patterns and comparative trends. Diabetes Care. 2003, 26 (7): 1993-1998. 10.2337/diacare.26.7.1993.CrossRefPubMed
22.
go back to reference Public Health Agency of Canada: Diabetes In Canada: Facts And Figures From A Public Perspective. 2011, Ottawa, Ontario Public Health Agency of Canada: Diabetes In Canada: Facts And Figures From A Public Perspective. 2011, Ottawa, Ontario
23.
go back to reference Centers for Disease Control and Prevention: National Diabetes Fact Sheet: National Estimates And General Information On Diabetes And Prediabetes In The United States, 2011. 2011, Atlanta, Georgia Centers for Disease Control and Prevention: National Diabetes Fact Sheet: National Estimates And General Information On Diabetes And Prediabetes In The United States, 2011. 2011, Atlanta, Georgia
24.
go back to reference Loppie C, Wien F: Health Inequalities And Social Determinants Of Aboriginal Peoples’ Health. 2009, Prince George, British Columbia: National Collaborating Centre for Aboriginal Health Loppie C, Wien F: Health Inequalities And Social Determinants Of Aboriginal Peoples’ Health. 2009, Prince George, British Columbia: National Collaborating Centre for Aboriginal Health
25.
go back to reference Gao S, Manns BJ, Culleton BF, Tonelli M, Quan H, Crowshoe L, Ghali WA, Svenson LW, for the Alberta Kidney Disease Network: Prevalence of chronic kidney disease and survival among aboriginal people. J Am Soc Nephrol. 2007, 18 (11): 2953-2959. 10.1681/ASN.2007030360.CrossRefPubMed Gao S, Manns BJ, Culleton BF, Tonelli M, Quan H, Crowshoe L, Ghali WA, Svenson LW, for the Alberta Kidney Disease Network: Prevalence of chronic kidney disease and survival among aboriginal people. J Am Soc Nephrol. 2007, 18 (11): 2953-2959. 10.1681/ASN.2007030360.CrossRefPubMed
26.
go back to reference Dyck R, Osgood N, Lin TH, Gao A, Stang MR: Epidemiology of diabetes mellitus among First Nations and non-First Nations adults. CMAJ. 2010, 182 (3): 249-256. 10.1503/cmaj.090846.PubMedCentralCrossRefPubMed Dyck R, Osgood N, Lin TH, Gao A, Stang MR: Epidemiology of diabetes mellitus among First Nations and non-First Nations adults. CMAJ. 2010, 182 (3): 249-256. 10.1503/cmaj.090846.PubMedCentralCrossRefPubMed
27.
go back to reference Donnan PT, Leese GP, Morris AD, Diabetes Audit and Research in Tayside, Scotland/Medicine Monitoring Unit Collaboration: Hospitalizations for people with type 1 and type 2 diabetes compared with the nondiabetic population of Tayside, Scotland: a retrospective cohort study of resource use. Diabetes Care. 2000, 23 (12): 1774-9. 10.2337/diacare.23.12.1774.CrossRefPubMed Donnan PT, Leese GP, Morris AD, Diabetes Audit and Research in Tayside, Scotland/Medicine Monitoring Unit Collaboration: Hospitalizations for people with type 1 and type 2 diabetes compared with the nondiabetic population of Tayside, Scotland: a retrospective cohort study of resource use. Diabetes Care. 2000, 23 (12): 1774-9. 10.2337/diacare.23.12.1774.CrossRefPubMed
Metadata
Title
Age modification of diabetes-related hospitalization among First Nations adults in Alberta, Canada
Authors
David JT Campbell
Sarah L Lacny
Robert G Weaver
Braden J Manns
Marcello Tonelli
Cheryl Barnabe
Brenda R Hemmelgarn
Publication date
01-12-2014
Publisher
BioMed Central
Published in
Diabetology & Metabolic Syndrome / Issue 1/2014
Electronic ISSN: 1758-5996
DOI
https://doi.org/10.1186/1758-5996-6-108

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