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Published in: BMC Public Health 1/2011

Open Access 01-12-2011 | Research article

Adequacy of diabetes care for older U.S. rural adults: a cross-sectional population based study using 2009 BRFSS data

Authors: M Nawal Lutfiyya, Joel E McCullough, Lori Mitchell, L Scott Dean, Martin S Lipsky

Published in: BMC Public Health | Issue 1/2011

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Abstract

Background

In the U.S. diabetes prevalence estimates for adults ≥ 65 years exceed 20%. Rural communities have higher proportions of older individuals and health disparities associated with rural residency place rural communities at risk for a higher burden from diabetes. This study examined the adequacy of care received by older rural adults for their diabetes to determine if older rural adults differed in the receipt of adequate diabetes care when compared to their non-rural counterparts.

Methods

Cross-sectional data from the 2009 Behavioral Risk Factor Surveillance Survey were examined using bivariate and multivariate analytical techniques.

Results

Logistic regression analysis revealed that older rural adults with diabetes were more likely to receive less than adequate care when compared to their non-rural counterparts (OR = 1.465, 95% CI: 1.454-1.475). Older rural adults receiving less than adequate care for their diabetes were more likely to be: male, non-Caucasian, less educated, unmarried, economically poorer, inactive, a smoker. They were also more likely to: have deferred medical care because of cost, not have a personal health care provider, and not have had a routine medical check-up within the last 12 months.

Conclusion

There are gaps between what is recommended for diabetes management and the management that older individuals receive. Older adults with diabetes living in rural communities are at greater risk for less than adequate care when compared to their non-rural counterparts. These results suggest the need to develop strategies to improve diabetes care for older adults with diabetes and to target those at highest risk.
Literature
1.
go back to reference Deshpande AD, Harris-Hayes M, Schootman M: Epidemiology of diabetes and diabetes-related complications. PhysTher. 2008, 88: 1254-1264. Deshpande AD, Harris-Hayes M, Schootman M: Epidemiology of diabetes and diabetes-related complications. PhysTher. 2008, 88: 1254-1264.
3.
go back to reference Action to Control Cardiovascular Risk in Diabetes Study Group, Gerstein HC, Miller ME, Byington RP, Goff DC, Bigger JT, et al: Effects of intensive glucose lowering in type 2 diabetes. N Engl J Med. 2008, 358: 2545-59.CrossRef Action to Control Cardiovascular Risk in Diabetes Study Group, Gerstein HC, Miller ME, Byington RP, Goff DC, Bigger JT, et al: Effects of intensive glucose lowering in type 2 diabetes. N Engl J Med. 2008, 358: 2545-59.CrossRef
4.
go back to reference Patel A, MacMahon S, Chalmers J, Neal B, Billot L, et al: Intensive blood glucose control and vascular outcomes in patients with type 2 diabetes. N Engl J Med. 2008, 358: 2560-2572.CrossRefPubMed Patel A, MacMahon S, Chalmers J, Neal B, Billot L, et al: Intensive blood glucose control and vascular outcomes in patients with type 2 diabetes. N Engl J Med. 2008, 358: 2560-2572.CrossRefPubMed
6.
go back to reference Sinclair AJ, Robert IM, Croxson SCM: Mortality in older people with diabetes mellitus. Diabet Med. 1997, 14: 639-647. 10.1002/(SICI)1096-9136(199708)14:8<639::AID-DIA433>3.0.CO;2-C.CrossRefPubMed Sinclair AJ, Robert IM, Croxson SCM: Mortality in older people with diabetes mellitus. Diabet Med. 1997, 14: 639-647. 10.1002/(SICI)1096-9136(199708)14:8<639::AID-DIA433>3.0.CO;2-C.CrossRefPubMed
7.
go back to reference American Diabetes Association: Economic Costs of Diabetes in the U.S. in 2007. Diabetes Care. 2008, 31: 596-615.CrossRef American Diabetes Association: Economic Costs of Diabetes in the U.S. in 2007. Diabetes Care. 2008, 31: 596-615.CrossRef
8.
go back to reference Meneilly GS, Tessier D: Diabetes in elderly adults. Journal of Gerontology. 2001, 56a: m5-m13. Meneilly GS, Tessier D: Diabetes in elderly adults. Journal of Gerontology. 2001, 56a: m5-m13.
9.
go back to reference Weiss BD: Diabetes - Special Considerations for Older Adults. Arizona Reynolds Program of Applied Geriatrics. 2008, 2: Weiss BD: Diabetes - Special Considerations for Older Adults. Arizona Reynolds Program of Applied Geriatrics. 2008, 2:
10.
go back to reference Suhl E, Bonsignore P: Diabetes Self-Management Education for Older Adults: General Principles and Practical Application. Diabetes Spectrum. 2006, 19: 234-240. 10.2337/diaspect.19.4.234.CrossRef Suhl E, Bonsignore P: Diabetes Self-Management Education for Older Adults: General Principles and Practical Application. Diabetes Spectrum. 2006, 19: 234-240. 10.2337/diaspect.19.4.234.CrossRef
11.
go back to reference Aspray TJ, Unwin N: Clinical Guidelines for Older Adults with Diabetes Mellitus. JAMA. 2006, 296: 1839-10.1001/jama.296.15.1839.CrossRefPubMed Aspray TJ, Unwin N: Clinical Guidelines for Older Adults with Diabetes Mellitus. JAMA. 2006, 296: 1839-10.1001/jama.296.15.1839.CrossRefPubMed
12.
go back to reference Samuel C: Durso. Using Clinical Guidelines Designed for Older Adults With Diabetes Mellitus and Complex Health Status. JAMA. 2006, 295: 1935-1940. 10.1001/jama.295.16.1935.CrossRef Samuel C: Durso. Using Clinical Guidelines Designed for Older Adults With Diabetes Mellitus and Complex Health Status. JAMA. 2006, 295: 1935-1940. 10.1001/jama.295.16.1935.CrossRef
13.
go back to reference Danaei G, Friedman AB, Oza S, Murray CJL, Ezzati M: Diabetes prevalence and diagnosis in US states: analysis of health surveys. Popul Health Metr. 2009, 7: 16-10.1186/1478-7954-7-16.CrossRefPubMedPubMedCentral Danaei G, Friedman AB, Oza S, Murray CJL, Ezzati M: Diabetes prevalence and diagnosis in US states: analysis of health surveys. Popul Health Metr. 2009, 7: 16-10.1186/1478-7954-7-16.CrossRefPubMedPubMedCentral
14.
go back to reference Roglic G, Unwin N, Bennett PH, Mathers C, Tuomilehto J, Nag S, Connolly V, King H: The Burden of Mortality Attributable to Diabetes. Diabetes Care. 2005, 28: 2130-2135. 10.2337/diacare.28.9.2130.CrossRefPubMed Roglic G, Unwin N, Bennett PH, Mathers C, Tuomilehto J, Nag S, Connolly V, King H: The Burden of Mortality Attributable to Diabetes. Diabetes Care. 2005, 28: 2130-2135. 10.2337/diacare.28.9.2130.CrossRefPubMed
15.
go back to reference Narayan KMV, Boyle JP, Thompson TJ, Sorensen SW, Williamson DF: Lifetime Risk for Diabetes Mellitus in the United States. JAMA. 2003, 290: 1884-1890. 10.1001/jama.290.14.1884.CrossRefPubMed Narayan KMV, Boyle JP, Thompson TJ, Sorensen SW, Williamson DF: Lifetime Risk for Diabetes Mellitus in the United States. JAMA. 2003, 290: 1884-1890. 10.1001/jama.290.14.1884.CrossRefPubMed
16.
go back to reference Beckles GL, Zhu J, Moonesinghe R: Diabetes - United States, 2004 and 2008. MMWR SurveillSumm. 2011, 14: 90-93. Beckles GL, Zhu J, Moonesinghe R: Diabetes - United States, 2004 and 2008. MMWR SurveillSumm. 2011, 14: 90-93.
17.
go back to reference Centers for Disease Control and Prevention: National Diabetes Fact Sheet: national estimates and general information on diabetes and pre-diabetes in the United States, 2011. 2011, Atlanta, GA: U.S. Department of Health and Human Services, Centers for Disease Control and Prevention Centers for Disease Control and Prevention: National Diabetes Fact Sheet: national estimates and general information on diabetes and pre-diabetes in the United States, 2011. 2011, Atlanta, GA: U.S. Department of Health and Human Services, Centers for Disease Control and Prevention
18.
go back to reference Sigal RJ, Kenny GP, Wasserman DH, Castaneda-Sceppa C, White RD: Physical Activity/Exercise and Type 2 Diabetes. Diabetes Care. 2006, 29: 1433-1438. 10.2337/dc06-9910.CrossRefPubMed Sigal RJ, Kenny GP, Wasserman DH, Castaneda-Sceppa C, White RD: Physical Activity/Exercise and Type 2 Diabetes. Diabetes Care. 2006, 29: 1433-1438. 10.2337/dc06-9910.CrossRefPubMed
19.
go back to reference Zhao G, Ford ES, Li C, Balluz LS: Physical activity in U.S. older adults with diabetes mellitus: prevalence and correlates of meeting physical activity recommendations. J Am Geriatr Soc. 2011, 59: 132-137. 10.1111/j.1532-5415.2010.03236.x.CrossRefPubMed Zhao G, Ford ES, Li C, Balluz LS: Physical activity in U.S. older adults with diabetes mellitus: prevalence and correlates of meeting physical activity recommendations. J Am Geriatr Soc. 2011, 59: 132-137. 10.1111/j.1532-5415.2010.03236.x.CrossRefPubMed
20.
go back to reference Peters KE, Elster AB: Roadmaps for Clinical Practice: A Primer on Population Based Medicine. 2002, American Medical Association, Chicago: IL Peters KE, Elster AB: Roadmaps for Clinical Practice: A Primer on Population Based Medicine. 2002, American Medical Association, Chicago: IL
21.
go back to reference Lutfiyya MN, Patel Y, Steele J, Tetteh B, Chang L, Aguero C, Prakash O, Lipsky MS: Are there disparities in diabetes care? A comparison of care received by U.S. rural and urban adults with diabetes. Journal of Primary Care Research and Development. 2009, 9: 320-331.CrossRef Lutfiyya MN, Patel Y, Steele J, Tetteh B, Chang L, Aguero C, Prakash O, Lipsky MS: Are there disparities in diabetes care? A comparison of care received by U.S. rural and urban adults with diabetes. Journal of Primary Care Research and Development. 2009, 9: 320-331.CrossRef
22.
go back to reference Lyles CR, Karter AJ, Young BA, Spigner C, Grembowski D, Schillinger D, Adler NE: Correlates of patient-reported racial/ethnic health care discrimination in the Diabetes Study of Northern California (DISTANCE). J Health Care Poor Underserved. 2011, 22: 211-225.PubMed Lyles CR, Karter AJ, Young BA, Spigner C, Grembowski D, Schillinger D, Adler NE: Correlates of patient-reported racial/ethnic health care discrimination in the Diabetes Study of Northern California (DISTANCE). J Health Care Poor Underserved. 2011, 22: 211-225.PubMed
23.
go back to reference Rockwood K, Awalt E, MacKnight C, McDowell I: Incidence and outcomes of diabetes mellitus in elderly people: report from the Canadian Study of Health and Aging. CMAJ. 2000, 162: 769-72.PubMedPubMedCentral Rockwood K, Awalt E, MacKnight C, McDowell I: Incidence and outcomes of diabetes mellitus in elderly people: report from the Canadian Study of Health and Aging. CMAJ. 2000, 162: 769-72.PubMedPubMedCentral
24.
go back to reference Onwudiwe NC, Mullins CD, Winston RA, Shaya FT, Pradel FG, Laird A, Saunders E: Barriers to self-management of diabetes: a qualitative study among low-income minority diabetics. Ethn Dis. 2011, 21: 27-32.PubMed Onwudiwe NC, Mullins CD, Winston RA, Shaya FT, Pradel FG, Laird A, Saunders E: Barriers to self-management of diabetes: a qualitative study among low-income minority diabetics. Ethn Dis. 2011, 21: 27-32.PubMed
25.
go back to reference Brown SA, García AA, Winter M, Silva L, Brown A, Hanis CL: Integrating education, group support, and case management for diabetic Hispanics. Ethn Dis. 2011, 21: 20-26.PubMedPubMedCentral Brown SA, García AA, Winter M, Silva L, Brown A, Hanis CL: Integrating education, group support, and case management for diabetic Hispanics. Ethn Dis. 2011, 21: 20-26.PubMedPubMedCentral
26.
go back to reference Bynum JP, Fisher ES, Song Y, Skinner J, Chandra A: Measuring racial disparities in the quality of ambulatory diabetes care. Med Care. 2010, 48: 1057-1063. 10.1097/MLR.0b013e3181f37fcf.CrossRefPubMedPubMedCentral Bynum JP, Fisher ES, Song Y, Skinner J, Chandra A: Measuring racial disparities in the quality of ambulatory diabetes care. Med Care. 2010, 48: 1057-1063. 10.1097/MLR.0b013e3181f37fcf.CrossRefPubMedPubMedCentral
27.
go back to reference Weinstock RS, Teresi JA, Goland R, Izquierdo R, Palmas W, Eimicke JP, Ebner S, Shea S: Glycemic control and health disparities in older ethnically diverse underserved adults with diabetes: five-year results from the Informatics for Diabetes Education and Telemedicine (IDEATel) study. Diabetes Care. 2011, 34: 274-279. 10.2337/dc10-1346.CrossRefPubMedPubMedCentral Weinstock RS, Teresi JA, Goland R, Izquierdo R, Palmas W, Eimicke JP, Ebner S, Shea S: Glycemic control and health disparities in older ethnically diverse underserved adults with diabetes: five-year results from the Informatics for Diabetes Education and Telemedicine (IDEATel) study. Diabetes Care. 2011, 34: 274-279. 10.2337/dc10-1346.CrossRefPubMedPubMedCentral
28.
go back to reference Ayyagari P, Grossman D, Sloan F: Education and health: evidence on adults with diabetes. Int J Health Care Finance Econ. 2011, 11: 35-54. 10.1007/s10754-010-9087-x.CrossRefPubMedPubMedCentral Ayyagari P, Grossman D, Sloan F: Education and health: evidence on adults with diabetes. Int J Health Care Finance Econ. 2011, 11: 35-54. 10.1007/s10754-010-9087-x.CrossRefPubMedPubMedCentral
29.
go back to reference Wan H, Sengupta M, DeBarros KA: Current Population Reports, P23-209,65+ in the United States: 2005. U.S. Census Bureau, U.S. Government Printing Office. 2005, Washington, DC Wan H, Sengupta M, DeBarros KA: Current Population Reports, P23-209,65+ in the United States: 2005. U.S. Census Bureau, U.S. Government Printing Office. 2005, Washington, DC
30.
31.
go back to reference Mokdad AH, Stroup DF, Giles WH: Public health surveillance for behavioral risk factors in a changing environment: recommendations from the Behavioral Risk Factor Surveillance Team. 2003, Morbidity and Mortality Weekly Report 52, RR09 Mokdad AH, Stroup DF, Giles WH: Public health surveillance for behavioral risk factors in a changing environment: recommendations from the Behavioral Risk Factor Surveillance Team. 2003, Morbidity and Mortality Weekly Report 52, RR09
32.
go back to reference Harris MI, Flegal KM, Cowie CC, Eberhardt MS, Goldstein DE, Little RR, Wiedmeyer HM, Byrd-Holt DD: Prevalence of diabetes, impaired fasting glucose, and impaired glucose tolerance in U.S. adults. The Third National Health and Nutrition Examination Survey, 1988-1994. Diabetes Care. 1998, 4: 518-524.CrossRef Harris MI, Flegal KM, Cowie CC, Eberhardt MS, Goldstein DE, Little RR, Wiedmeyer HM, Byrd-Holt DD: Prevalence of diabetes, impaired fasting glucose, and impaired glucose tolerance in U.S. adults. The Third National Health and Nutrition Examination Survey, 1988-1994. Diabetes Care. 1998, 4: 518-524.CrossRef
33.
go back to reference Mainous AG, King DE, Garr DR, Pearson WS: Race, rural residence, and control of diabetes and hypertension. Ann Fam Med. 2004, 2: 563-568. 10.1370/afm.119.CrossRefPubMedPubMedCentral Mainous AG, King DE, Garr DR, Pearson WS: Race, rural residence, and control of diabetes and hypertension. Ann Fam Med. 2004, 2: 563-568. 10.1370/afm.119.CrossRefPubMedPubMedCentral
34.
go back to reference Kalyani RR, Christopher D, Saudekm CD, Frederick L, Brancati FL, Elizabeth Selvin E: Association of diabetes, comorbidities, and A1C with functional disability in older adults results from the National Health and Nutrition Examination Survey (NHANES), 1999-2006. Diabetes Care. 2010, 33: 1055-1060. 10.2337/dc09-1597.CrossRefPubMedPubMedCentral Kalyani RR, Christopher D, Saudekm CD, Frederick L, Brancati FL, Elizabeth Selvin E: Association of diabetes, comorbidities, and A1C with functional disability in older adults results from the National Health and Nutrition Examination Survey (NHANES), 1999-2006. Diabetes Care. 2010, 33: 1055-1060. 10.2337/dc09-1597.CrossRefPubMedPubMedCentral
35.
go back to reference Figaro MK, Kritchevsky SB, Resnick HE, Shorr RI, Butler J, Shintani A, Penninx BW, Simonsick EM, Goodpaster BH, Newman AB, Schwartz AV, Harris TB: Diabetes, Inflammation, and Functional Decline in Older Adults Findings from the Health, Aging and Body Composition (ABC) study. Diabetes Care. 2006, 29: 2039-2045. 10.2337/dc06-0245.CrossRefPubMed Figaro MK, Kritchevsky SB, Resnick HE, Shorr RI, Butler J, Shintani A, Penninx BW, Simonsick EM, Goodpaster BH, Newman AB, Schwartz AV, Harris TB: Diabetes, Inflammation, and Functional Decline in Older Adults Findings from the Health, Aging and Body Composition (ABC) study. Diabetes Care. 2006, 29: 2039-2045. 10.2337/dc06-0245.CrossRefPubMed
36.
go back to reference Gambert SR, Pinkstaff S: Emerging epidemic: diabetes in older adults: demography, economic impact, and pathophysiology. Diabetes Spectrum. 2006, 19: 221-228. 10.2337/diaspect.19.4.221.CrossRef Gambert SR, Pinkstaff S: Emerging epidemic: diabetes in older adults: demography, economic impact, and pathophysiology. Diabetes Spectrum. 2006, 19: 221-228. 10.2337/diaspect.19.4.221.CrossRef
37.
go back to reference Meneilly GS: Diabetes in the Elderly. Medical Clinics of North America - Geriatric Medicine. Edited by: Morley JE. 2006, Philadelphia, PA: Elsevier Saunders, 90: 909-923. Meneilly GS: Diabetes in the Elderly. Medical Clinics of North America - Geriatric Medicine. Edited by: Morley JE. 2006, Philadelphia, PA: Elsevier Saunders, 90: 909-923.
38.
go back to reference Mooradian AD, McLaughlin S, Casey Boyer CC, Winter J: Diabetes care for older adults. Diabetes Spectrum. 1999, 12: 70-77. Mooradian AD, McLaughlin S, Casey Boyer CC, Winter J: Diabetes care for older adults. Diabetes Spectrum. 1999, 12: 70-77.
39.
go back to reference Weeks WB, Wallace AE, Wang S, Lee A, Kazis LE: Rural-urban disparities in health-related quality of life within disease categories of veterans. The Journal of Rural Health. 2006, 22: 204-211. 10.1111/j.1748-0361.2006.00033.x.CrossRefPubMed Weeks WB, Wallace AE, Wang S, Lee A, Kazis LE: Rural-urban disparities in health-related quality of life within disease categories of veterans. The Journal of Rural Health. 2006, 22: 204-211. 10.1111/j.1748-0361.2006.00033.x.CrossRefPubMed
40.
go back to reference Timmermans S, Steven Haas S: Towards a sociology of disease. Sociology of Health and Illness. 2008, 30: 659-676. 10.1111/j.1467-9566.2008.01097.x.CrossRefPubMed Timmermans S, Steven Haas S: Towards a sociology of disease. Sociology of Health and Illness. 2008, 30: 659-676. 10.1111/j.1467-9566.2008.01097.x.CrossRefPubMed
41.
go back to reference Krieger N: A glossary for social epidemiology. Epidemiol Bull. 2002, 23: 7-11.PubMed Krieger N: A glossary for social epidemiology. Epidemiol Bull. 2002, 23: 7-11.PubMed
42.
go back to reference Roux AVD, Mair C: Neighborhoods and health. Ann N Y Acad Sci. 2010, 1186: 125-145. 10.1111/j.1749-6632.2009.05333.x.CrossRef Roux AVD, Mair C: Neighborhoods and health. Ann N Y Acad Sci. 2010, 1186: 125-145. 10.1111/j.1749-6632.2009.05333.x.CrossRef
43.
go back to reference Morland K, Wing S, Roux AD, Poole C: Neighborhood characteristics associated with the location of food stores and food service places. Am J Prev Med. 2002, 22: 23-29. 10.1016/S0749-3797(01)00403-2.CrossRefPubMed Morland K, Wing S, Roux AD, Poole C: Neighborhood characteristics associated with the location of food stores and food service places. Am J Prev Med. 2002, 22: 23-29. 10.1016/S0749-3797(01)00403-2.CrossRefPubMed
44.
go back to reference Diez Roux AV, Nieto FJ, Caulfield L, Tyroler HA, Watson RL, Szklo M: Neighbourhood differences in diet: the Atherosclerosis Risk in Communities(ARIC) Study. J Epidemiol Community Health. 1999, 53: 55-63. 10.1136/jech.53.1.55.CrossRefPubMedPubMedCentral Diez Roux AV, Nieto FJ, Caulfield L, Tyroler HA, Watson RL, Szklo M: Neighbourhood differences in diet: the Atherosclerosis Risk in Communities(ARIC) Study. J Epidemiol Community Health. 1999, 53: 55-63. 10.1136/jech.53.1.55.CrossRefPubMedPubMedCentral
45.
go back to reference Story M, Kaphingst KM, Glanz K: Creating health food and eating environments: Policy and environmental approaches. The Annual Review of Public Health. 2008, 29: 253-272. 10.1146/annurev.publhealth.29.020907.090926.CrossRefPubMed Story M, Kaphingst KM, Glanz K: Creating health food and eating environments: Policy and environmental approaches. The Annual Review of Public Health. 2008, 29: 253-272. 10.1146/annurev.publhealth.29.020907.090926.CrossRefPubMed
46.
go back to reference Leyden KM: Social Capital and the Built Environment: The Importance of Walkable Neighborhoods. Am J Public Health. 2003, 93: 1546-1551. 10.2105/AJPH.93.9.1546.CrossRefPubMedPubMedCentral Leyden KM: Social Capital and the Built Environment: The Importance of Walkable Neighborhoods. Am J Public Health. 2003, 93: 1546-1551. 10.2105/AJPH.93.9.1546.CrossRefPubMedPubMedCentral
47.
go back to reference Papas MA, Alberg AJ, Ewing R, Helzlsouer KJ, Gary TL, Klassen AC: The built environment and obesity. Epidemiologic Reviews. 2007, 29: 129-143. 10.1093/epirev/mxm009.CrossRefPubMed Papas MA, Alberg AJ, Ewing R, Helzlsouer KJ, Gary TL, Klassen AC: The built environment and obesity. Epidemiologic Reviews. 2007, 29: 129-143. 10.1093/epirev/mxm009.CrossRefPubMed
48.
go back to reference Yen IH, Kaplan GA: Neighborhood social environment and risk of death: multilevel evidence from the Alameda County Study. Am J Epidemiol. 1999, 149: 898-907.CrossRefPubMed Yen IH, Kaplan GA: Neighborhood social environment and risk of death: multilevel evidence from the Alameda County Study. Am J Epidemiol. 1999, 149: 898-907.CrossRefPubMed
Metadata
Title
Adequacy of diabetes care for older U.S. rural adults: a cross-sectional population based study using 2009 BRFSS data
Authors
M Nawal Lutfiyya
Joel E McCullough
Lori Mitchell
L Scott Dean
Martin S Lipsky
Publication date
01-12-2011
Publisher
BioMed Central
Published in
BMC Public Health / Issue 1/2011
Electronic ISSN: 1471-2458
DOI
https://doi.org/10.1186/1471-2458-11-940

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