Characteristics Related to Poor Glycemic Control in NIDDM Patients in Community Practice

OBJECTIVE To identify clinical characteristics related to poor glycemic control in patients with NIDDM cared for by Michigan primary care physicians. RESEARCH DESIGN AND METHODS This study was a cross-sectional secondary analysis of data from 393 NIDDM patients (mean age, 63 ± 11 years; 54% female; 92% white) in the 1990–1991 Michigan Diabetes in Communities II Study. We evaluated patient demographic, clinical, and physiological characteristics, attitudes toward diabetes, and self-care ability. Logistic regression was used for multivariate evaluation of the characteristics of those patients whose glycosylated hemoglobin (normal GHb 4–8%) was in the upper 25% of the study sample (GHb > 11.6%). RESULTS A high meal-stimulated plasma C-peptide was associated with a lower likelihood of poor control (odds ratio [OR] for highest quartile vs. all others = 0.37; 95% CI 0.23-0.58). Longer time since diagnosis (OR for each 5 years duration = 1.28; 95% CI 1.07-1.53), poor self-care ability (OR = 1.85; 95% CI 1.27-2.71), and perceived absence of dietary recommendations (OR = 2.37; 95% CI 1.11–5.08) were also independently associated with presence in the highest GHb quartile. Characteristics that were not significantly related to poor glycemic control included sex, age, obesity, educational level, exercise, self-rated health status, and pharmacological treatment. CONCLUSIONS 1) Poor glycemic control may reflect progressive failure of islet function, although the independent relationships of C-peptide level and time since diagnosis are consistent with concepts of heterogeneous mechanisms underlying NIDDM. 2) Despite the important relationships of biological characteristics of NIDDM to glycemic control, patient attitudes and self-care ability may be useful targets for designing management strategies for certain poorly controlled patients.

[1]  Rodney X. Sturdivant,et al.  Applied Logistic Regression: Hosmer/Applied Logistic Regression , 2005 .

[2]  J. Fitzgerald,et al.  Development and Validation of the Diabetes Care Profile , 1996, Evaluation & the health professions.

[3]  K. Polonsky The β-Cell in Diabetes: From Molecular Genetics to Clinical Research , 1995, Diabetes.

[4]  D. Nathan Inferences and Implications: Do results from the Diabetes Control and Complications Trial apply in NIDDM? , 1995, Diabetes Care.

[5]  W. K. Davis,et al.  Community Diabetes Care: A 10-year Perspective , 1994, Diabetes Care.

[6]  S H Kaplan,et al.  The uses of outcomes research for medical effectiveness, quality of care, and reimbursement in type II diabetes. , 1994, Diabetes care.

[7]  A. Vinik,et al.  Implications of the Diabetes Control and Complications Trial , 1993, Diabetes Care.

[8]  Robert M. Anderson,et al.  The Relationship Between Diabetes-Related Attitudes and Patients' Self- Reported Adherence , 1993, The Diabetes educator.

[9]  R. Street,et al.  Provider-Patient Communication and Metabolic Control , 1993, Diabetes Care.

[10]  R. Klein,et al.  Onset of NIDDM occurs at Least 4–7 yr Before Clinical Diagnosis , 1992, Diabetes Care.

[11]  S. Haffner,et al.  Impact of Associated Conditions on Glycemic Control of NIDDM Patients , 1992, Diabetes Care.

[12]  G. Kok,et al.  Randomized Controlled Multicentre Evaluation of an Education Programme for Insulin‐treated Diabetic Patients: Effects on Metabolic Control, Quality of Life, and Costs of Therapy , 1991, Diabetic medicine : a journal of the British Diabetic Association.

[13]  G. Reaven,et al.  Relationship Between Hyperglycemia and Cognitive Function in Older NIDDM Patients , 1990, Diabetes Care.

[14]  A. Herzog,et al.  Age and response rates to interview sample surveys. , 1988, Journal of gerontology.

[15]  A. B. Ford,et al.  Health and Function in the Old and Very Old , 1988, Journal of the American Geriatrics Society.

[16]  J. Morley,et al.  Diabetes mellitus in elderly patients. Is it different? , 1987, The American journal of medicine.

[17]  R. Glasgow,et al.  psychosocial Predictors of Self-Care Behaviors (Compliance) and Glycemic Control in Non-Insulin-Dependent Diabetes Mellitus , 1986, Diabetes Care.

[18]  R. Glasgow,et al.  Patient Perspective on Factors Contributing to Nonadherence to Diabetes Regimen , 1986, Diabetes Care.

[19]  J. Liang,et al.  Self-reported physical health among aged adults. , 1986, Journal of gerontology.

[20]  W. K. Davis,et al.  A Diabetes Psychosocial Profile , 1986, The Diabetes educator.

[21]  D. Singer,et al.  Decreased cognitive function in aging non-insulin-dependent diabetic patients. , 1984, The American journal of medicine.

[22]  K. Markides,et al.  Predicting Self-Related Health among the Aged , 1979 .

[23]  A. Muiño Míguez,et al.  [Infection and diabetes]. , 1999, Anales de medicina interna.

[24]  M. Harris Medical Care for Patients with Diabetes: Epidemiologic Aspects , 1996, Annals of Internal Medicine.

[25]  R. Hiss,et al.  Guidelines vs practice in the delivery of diabetes nutrition care. , 1993, Journal of the American Dietetic Association.

[26]  C. Jacques,et al.  Problems encountered by primary care physicians in the care of patients with diabetes. , 1993, Archives of family medicine.

[27]  W. K. Davis,et al.  Psychosocial adjustment to and control of diabetes mellitus: differences by disease type and treatment. , 1987, Health psychology : official journal of the Division of Health Psychology, American Psychological Association.