Prioritization of care in adults with diabetes and comorbidity

Annals of the New York Academy of Sciences

Volumn 1243, Issue 1, 2011, Pages 69-87

  Laiteerapong, Neda ^a   Huang, Elbert S ^a   Chin, Marshall H ^a  

^a UNIVERSITY OF CHICAGO   (United States)

Author keywords

Comorbidity; Diabetes mellitus; Multimorbidity; Prioritization

Indexed keywords

INSULIN; SULFONYLUREA;

ALGORITHM; ARTICLE; CARDIOVASCULAR DISEASE; CARDIOVASCULAR RISK; CHRONIC PAIN; CLINICAL TRIAL; COMORBIDITY; DIABETES MELLITUS; HEALTH CARE DELIVERY; HUMAN; LIFE EXPECTANCY; MEDICAL DECISION MAKING; NON INSULIN DEPENDENT DIABETES MELLITUS; PATIENT CARE; TREATMENT PLANNING;

EID: 84255163023     PISSN: 00778923     EISSN: 17496632     Source Type: Book Series    
DOI: 10.1111/j.1749-6632.2011.06316.x     Document Type: Article

References (86)

1. Druss, B.G., S.C. Marcus, M. Olfson, et al. 2001. Comparing the national economic burden of five chronic conditions. Health Aff. (Millwood) 20: 233-241.
2. Lee, P.G., C. Cigolle & C. Blaum. 2009. The co-occurrence of chronic diseases and geriatric syndromes: the health and retirement study. J. Am. Geriatr. Soc. 57: 511-516.
3. Schneider, K.M., B.E. O'Donnell & D. Dean. 2009. Prevalence of multiple chronic conditions in the United States' Medicare population. Health Qual. Life Outcomes 7: 82.
4. Wolff, J.L., B. Starfield & G. Anderson. 2002. Prevalence, expenditures, and complications of multiple chronic conditions in the elderly. Arch. Intern. Med. 162: 2269-2276.
5. American Diabetes Association. 2011. Standards of medical care in diabetes-2011. Diabetes Care 34(Suppl 1): S11-61.
6. Handelsman, Y., J.I. Mechanick, L. Blonde, et al. 2011. American Association of Clinical Endocrinologists Medical Guidelines for clinical practice for developing a diabetes mellitus comprehensive care plan. Endocr. Pract. 17(Suppl 2): 1-53.
7. Management of Diabetes Mellitus Update Working Group. 2010. VA/DoD Clinical Practice Guideline for the Management of Diabetes Mellitus. Version 4.0. Veterans Health Administration and Department of Defense. Washington, DC.
8. Brown, A.F., C.M. Mangione, D. Saliba & C.A. Sarkisian. 2003. Guidelines for improving the care of the older person with diabetes mellitus. J. Am. Geriatr. Soc. 51: S265-280.
9. Tinetti, M.E., S.T. Bogardus, Jr. & J.V. Agostini. 2004. Potential pitfalls of disease-specific guidelines for patients with multiple conditions. N. Engl. J. Med. 351: 2870-2874.
10. Boyd, C.M., J. Darer, C. Boult, et al. 2005. Clinical practice guidelines and quality of care for older patients with multiple comorbid diseases: implications for pay for performance. JAMA 294: 716-724.
11. Durso, S.C. 2006. Using clinical guidelines designed for older adults with diabetes mellitus and complex health status. JAMA 295: 1935-1940.
12. Fried, L.P., L. Ferrucci, J. Darer, et al. 2004. Untangling the concepts of disability, frailty, and comorbidity: implications for improved targeting and care. J. Gerontol. A. Biol. Sci. Med. Sci. 59: 255-263.
13. Laiteerapong, N., A.J. Karter, J.Y. Liu, et al. 2011. Correlates of quality of life in older adults with diabetes: the diabetes & aging study. Diabetes Care 34: 1749-1753.
14. Wexler, D.J., R.W. Grant, E. Wittenberg, et al. 2006. Correlates of health-related quality of life in type 2 diabetes. Diabetologia 49: 1489-1497.
15. Desai, M.M., R.A. Rosenheck, B.G. Druss & J.B. Perlin. 2002. Mental disorders and quality of diabetes care in the veterans health administration. Am. J. Psychiatry 159: 1584-1590.
16. Redelmeier, D.A., S.H. Tan & G.L. Booth. 1998. The treatment of unrelated disorders in patients with chronic medical diseases. N. Engl. J. Med. 338: 1516-1520.
17. Turner, B.J., C.S. Hollenbeak, M. Weiner, et al. 2008. Effect of unrelated comorbid conditions on hypertension management. Ann. Intern. Med. 148: 578-586.
18. Chen, H.Y., D.J. Baumgardner & J.P. Rice. 2011. Health-related quality of life among adults with multiple chronic conditions in the United States, behavioral risk factor surveillance system, 2007. Prev. Chronic Dis. 8: A09.
19. Katon, W., J. Russo, E.H. Lin, et al. 2009. Diabetes and poor disease control: is comorbid depression associated with poor medication adherence or lack of treatment intensification? Psychosom. Med. 71: 965-972.
20. Ciechanowski, P.S., W.J. Katon & J.E. Russo. 2000. Depression and diabetes: impact of depressive symptoms on adherence, function, and costs. Arch. Intern. Med. 160: 3278-3285.
21. Schoenberg, N.E. & S.C. Drungle. 2001. Barriers to non-insulin dependent diabetes mellitus (NIDDM) self-care practices among older women. J. Aging Health 13: 443-466.
22. Krein, S.L., M. Heisler, J.D. Piette, et al. 2005. The effect of chronic pain on diabetes patients' self-management. Diabetes Care 28: 65-70.
23. Krein, S.L., M. Heisler, J.D. Piette, et al. 2007. Overcoming the influence of chronic pain on older patients' difficulty with recommended self-management activities. Gerontologist 47: 61-68.
24. Blaum, C., C.T. Cigolle, C. Boyd, et al. 2010. Clinical complexity in middle-aged and older adults with diabetes: the health and retirement study. Med. Care 48: 327-334.
25. Greenfield, S., J. Billimek, F. Pellegrini, et al. 2009. Comorbidity affects the relationship between glycemic control and cardiovascular outcomes in diabetes: a cohort study. Ann. Intern. Med. 151: 854-860.
26. Huang, E.S., Q. Zhang, N. Gandra, et al. 2008. The effect of comorbid illness and functional status on the expected benefits of intensive glucose control in older patients with type 2 diabetes: a decision analysis. Ann. Intern. Med. 149: 11-19.
27. Vincent, G.K. & V.A. Velkoff. 2010. The next four decades, the older population in the United States: 2010 to 2050. U.S. Census Bureau. Washington, DC.
28. Preis, S.R., S.J. Hwang, S. Coady, et al. 2009. Trends in all-cause and cardiovascular disease mortality among women and men with and without diabetes mellitus in the Framingham Heart Study, 1950 to 2005. Circulation 119: 1728-1735.
29. Xu, J., K.D. Kochanek, S.L. Murphy & B. Tejada-Vera. 2010. Deaths: Final Data for 2007. National Vital Statistics Reports 58, no. 19. National Center for Health Statistics. Hyattsville, MD.
30. Tierney, E.F., B.L. Cadwell, M.M. Engelgau, et al. 2004. Declining mortality rate among people with diabetes in North Dakota, 1997-2002. Diabetes Care 27: 2723-2725.
31. Flegal, K.M., M.D. Carroll, C.L. Ogden & L.R. Curtin. 2010. Prevalence and trends in obesity among US adults, 1999-2008. JAMA 303: 235-241.
32. Huang, E.S., A. Basu, M. O'Grady & J.C. Capretta. 2009. Projecting the future diabetes population size and related costs for the U.S. Diabetes Care 32: 2225-2229.
33. Woolf, S.H., E.C. Chan, R. Harris, et al. 2005. Promoting informed choice: transforming health care to dispense knowledge for decision making. Ann. Intern. Med. 143: 293-300.
34. Piette, J.D. & E.A. Kerr. 2006. The impact of comorbid chronic conditions on diabetes care. Diabetes Care 29: 725-731.
35. UK Prospective Diabetes Study (UKPDS) Group. 1998. Intensive blood-glucose control with sulphonylureas or insulin compared with conventional treatment and risk of complications in patients with type 2 diabetes (UKPDS 33). Lancet 352: 837-853.
36. Rutter, C.M., A.M. Zaslavsky & E.J. Feuer. 2011. Dynamic microsimulation models for health outcomes: a review. Med. Decis. Making 31: 10-18.
37. Clarke, P.M., A.M. Gray, A. Briggs, et al. 2004. A model to estimate the lifetime health outcomes of patients with type 2 diabetes: the United Kingdom Prospective Diabetes Study (UKPDS) Outcomes Model (UKPDS no. 68). Diabetologia 47: 1747-1759.
38. CDC Diabetes Cost-effectiveness Group. 2002. Cost-effectiveness of intensive glycemic control, intensified hypertension control, and serum cholesterol level reduction for type 2 diabetes. JAMA 287: 2542-2551.
39. Schlessinger, L. & D.M. Eddy. 2002. Archimedes: a new model for simulating health care systems-the mathematical formulation. J. Biomed. Inform. 35: 37-50.
40. Zhou, H., D.J. Isaman, S. Messinger, et al. 2005. A computer simulation model of diabetes progression, quality of life, and cost. Diabetes Care 28: 2856-2863.
41. Lee, S.J., K. Lindquist, M.R. Segal & K.E. Covinsky. 2006. Development and validation of a prognostic index for 4-year mortality in older adults. JAMA 295: 801-808.
42. Litwin, M.S., S. Greenfield, E.P. Elkin, et al. 2007. Assessment of prognosis with the total illness burden index for prostate cancer: aiding clinicians in treatment choice. Cancer 109: 1777-1783.
43. Greenfield, S., L. Sullivan, K.A. Dukes, et al. 1995. Development and testing of a new measure of case mix for use in office practice. Med. Care 33: AS47-55.
44. Butchart, A., E.A. Kerr, M. Heisler, et al. 2009. Experience and management of chronic pain among patients with other complex chronic conditions. Clin. J. Pain 25: 293-298.
45. Bair, M.J., E.J. Brizendine, R.T. Ackermann, et al. 2010. Prevalence of pain and association with quality of life, depression and glycaemic control in patients with diabetes. Diabet. Med. 27: 578-584.
46. Krein, S.L., T.P. Hofer, R. Holleman, et al. 2009. More than a pain in the neck: how discussing chronic pain affects hypertension medication intensification. J. Gen. Intern. Med. 24: 911-916.
47. Anderson, R.J., K.E. Freedland, R.E. Clouse & P.J. Lustman. 2001. The prevalence of comorbid depression in adults with diabetes: a meta-analysis. Diabetes Care 24: 1069-1078.
48. Solomon, R., P. Kirwin, P.H. Van Ness, et al. 2010. Trajectories of quality of life in older persons with advanced illness. J. Am. Geriatr. Soc. 58: 837-843.
49. Kanauchi, M., A. Kubo, K. Kanauchi & Y. Saito. 2008. Frailty, health-related quality of life and mental well-being in older adults with cardiometabolic risk factors. Int. J. Clin. Pract. 62: 1447-1451.
50. Ozcan, A., H. Donat, N. Gelecek, et al. 2005. The relationship between risk factors for falling and the quality of life in older adults. BMC Public Health 5: 90.
51. Salkeld, G., I.D. Cameron, R.G. Cumming, et al. 2000. Quality of life related to fear of falling and hip fracture in older women: a time trade off study. BMJ 320: 341-346.
52. National Cholesterol Education Program (NCEP) Expert Panel on Detection, Evaluation, and Treatment of High Blood Pressure in Adults (Adult Treatment Panel III). 2002. Final report. Circulation 106: 3143-3421.
53. Chobanian, A.V., G.L. Bakris, H.R. Black, et al. 2003. The Seventh Report of the Joint National Committee on Prevention, Detection, Evaluation, and Treatment of High Blood Pressure: the JNC 7 report. JAMA 289: 2560-2572.
54. Gerstein, H.C., M.E. Miller, R.P. Byington, et al. 2008. Effects of intensive glucose lowering in type 2 diabetes. N. Engl. J. Med. 358: 2545-2559.
55. Gerstein, H.C., M.E. Miller, S. Genuth, et al. 2011. Long-term effects of intensive glucose lowering on cardiovascular outcomes. N. Engl. J. Med. 364: 818-828.
56. Patel, A., S. MacMahon, J. Chalmers, et al. 2008. Intensive blood glucose control and vascular outcomes in patients with type 2 diabetes. N. Engl. J. Med. 358: 2560-2572.
57. Duckworth, W., C. Abraira, T. Moritz, et al. 2009. Glucose control and vascular complications in veterans with type 2 diabetes. N. Engl. J. Med. 360: 129-139.
58. Reaven, P.D., T.E. Moritz, D.C. Schwenke, et al. 2009. Intensive glucose-lowering therapy reduces cardiovascular disease events in veterans affairs diabetes trial participants with lower calcified coronary atherosclerosis. Diabetes 58: 2642-2648.
59. Ismail-Beigi, F., E. Moghissi, M. Tiktin, et al. 2011. Individualizing glycemic targets in type 2 diabetes mellitus: implications of recent clinical trials. Ann. Intern. Med. 154: 554-559.
60. Weiss, C.O., C.M. Boyd, Q. Yu, et al. 2007. Patterns of prevalent major chronic disease among older adults in the United States. JAMA 298: 1160-1162.
61. Sheridan, S.L., R.P. Harris & S.H. Woolf. 2004. Shared decision making about screening and chemoprevention: a suggested approach from the U.S. Preventive Services Task Force. Am. J. Prev. Med. 26: 56-66.
62. Welch, H.G. 2010. Screening mammography-a long run for a short slide? N. Engl. J. Med. 363: 1276-1278.
63. Mandelblatt, J.S., K.A. Cronin, S. Bailey, et al. 2009. Effects of mammography screening under different screening schedules: model estimates of potential benefits and harms. Ann. Intern. Med. 151: 738-747.
64. Fried, T.R., M. Tinetti, J. Agostini, et al. 2011. Health outcome prioritization to elicit preferences of older persons with multiple health conditions. Patient Educ. Couns. 83: 278-282.
65. Fried, T.R., J. O'Leary, P. Van Ness & L. Fraenkel. 2007. Inconsistency over time in the preferences of older persons with advanced illness for life-sustaining treatment. J. Am. Geriatr. Soc. 55: 1007-1014.
66. Zulman, D.M., E.A. Kerr, T.P. Hofer, et al. 2010. Patient-provider concordance in the prioritization of health conditions among hypertensive diabetes patients. J. Gen. Intern. Med. 25: 408-414.
67. Chin, M.H., M.L. Drum, L. Jin, et al. 2008. Variation in treatment preferences and care goals among older patients with diabetes and their physicians. Med. Care 46: 275-286.
68. Brown, S.E., D.O. Meltzer, M.H. Chin & E.S. Huang. 2008. Perceptions of quality-of-life effects of treatments for diabetes mellitus in vulnerable and nonvulnerable older patients. J. Am. Geriatr. Soc. 56: 1183-1190.
69. Huang, E.S., S.E. Brown, B.G. Ewigman, et al. 2007. Patient perceptions of quality of life with diabetes-related complications and treatments. Diabetes Care 30: 2478-2483.
70. Frosch, D.L. & R.M. Kaplan. 1999. Shared decision making in clinical medicine: past research and future directions. Am. J. Prev. Med. 17: 285-294.
71. Emanuel, E.J. & L.L. Emanuel. 1992. Four models of the physician-patient relationship. JAMA 267: 2221-2226.
72. Peek, M.E., H. Tang, A. Cargill & M.H. Chin. 2011. Are there racial differences in patients' shared decision-making preferences and behaviors among patients with diabetes? Med. Decis. Making 31: 422-431.
73. Peek, M.E., S.C. Wilson, R. Gorawara-Bhat, et al. 2009. Barriers and facilitators to shared decision-making among African-Americans with diabetes. J. Gen. Intern. Med. 24: 1135-1139.
74. Peek, M.E., A. Odoms-Young, M.T. Quinn, et al. 2010. Race and shared decision-making: perspectives of African-Americans with diabetes. Soc. Sci. Med. 71: 1-9.
75. Peek, M.E., A. Odoms-Young, M.T. Quinn, et al. 2010. Racism in healthcare: relationship to shared decision-making and health disparities. Response to Bradby's critique. Soc. Sci. Med. 71: 13-17.
76. Kasper, D.L., E. Braunwald, A.S. Fauci, et al. 2005. Harrison's Principles of Internal Medicine, Vol. 2. McGraw-Hill.
77. UK Prospective Diabetes Study Group (UKPDS). 1998. Tight blood pressure control and risk of macrovascular and microvascular complications in type 2 diabetes: UKPDS 38. BMJ 317: 703-713.
78. Collins, R., J. Armitage, S. Parish, et al. 2003. MRC/BHF Heart Protection Study of cholesterol-lowering with simvastatin in 5963 people with diabetes: a randomised placebo-controlled trial. Lancet 361: 2005-2016.
79. Vijan, S. & R.A. Hayward. 2003. Treatment of hypertension in type 2 diabetes mellitus: blood pressure goals, choice of agents, and setting priorities in diabetes care. Ann. Intern. Med. 138: 593-602.
80. Vijan, S. & R.A. Hayward. 2004. Pharmacologic lipid-lowering therapy in type 2 diabetes mellitus: background paper for the American College of Physicians. Ann. Intern. Med. 140: 650-658.
81. Giovannucci, E., D.M. Harlan, M.C. Archer, et al. 2010. Diabetes and cancer: a consensus report. CA Cancer J. Clin. 60: 207-221.
82. Larsson, S.C., S.O. Andersson, J.E. Johansson & A. Wolk. 2008. Diabetes mellitus, body size and bladder cancer risk in a prospective study of Swedish men. Eur. J. Cancer 44: 2655-2660.
83. Barone, B.B., H.C. Yeh, C.F. Snyder, et al. 2008. Long-term all-cause mortality in cancer patients with preexisting diabetes mellitus: a systematic review and meta-analysis. JAMA 300: 2754-2764.
84. Ehrlich, S.F., C.P. Quesenberry, Jr., S.K. Van Den Eeden, et al. 2010. Patients diagnosed with diabetes are at increased risk for asthma, chronic obstructive pulmonary disease, pulmonary fibrosis, and pneumonia but not lung cancer. Diabetes Care 33: 55-60.
85. National Priorities Partnership. 2010. Input to the Secretary of Health and Human Services on Priorities for the 2011 National Quality Strategy. National Quality Forum. Washington, D.C.
86. Ostbye, T., K.S. Yarnall, K.M. Krause, et al. 2005. Is there time for management of patients with chronic diseases in primary care? Ann. Fam. Med. 3: 209-214.