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1.
Diabet Med ; 22(7): 900-6, 2005 Jul.
Article in English | MEDLINE | ID: mdl-15975106

ABSTRACT

AIMS: In the framework of a nationwide outcomes research programme, we assessed the impact of self-monitoring of blood glucose (SMBG) on metabolic control over 3 years in patients with Type 2 diabetes mellitus (DM2) not treated with insulin. METHODS: The study involved 1896 patients who completed, at 6-month intervals for 3 years, a questionnaire investigating SMBG practice. Clinical information was collected by participating clinicians at the same time intervals. The predictive value of SMBG frequency on long-term metabolic control was estimated using multilevel analysis. The impact of SMBG on metabolic control was also evaluated in distinct and homogeneous subgroups of patients showing different likelihood of performing SMBG, identified using a tree-growing technique (RECPAM). RESULTS: Overall, 22% of the patients were on diet alone and 78% were treated with oral agents; 41% practiced SMBG > or = 1/week (10.3% > or = 1/day). The analysis of metabolic control according to the frequency of SMBG failed to show any significant impact of this practice on HbA1c levels over 3 years. Similarly, changes in SMBG frequency during the study were not related to significant changes in HbA1c levels. RECPAM analysis led to the identification of eight classes, characterized by substantial differences in the likelihood of performing SMBG with a frequency of at least 1/week. Nevertheless, in none of the RECPAM classes identified, did SMBG predict a better metabolic control over 3 years of follow-up. In those RECPAM classes indicating that SMBG was mainly performed to avoid hypoglycaemic episodes, SMBG was associated with a decrease in the frequency of hypoglycaemic episodes during the study. CONCLUSIONS: In a large sample of non-insulin-treated Type 2 diabetic patients, the performance and frequency of SMBG did not predict better metabolic control over 3 years. We could not identify any specific subgroups of patients for whom SMBG practice was associated with lower HbA1c levels during the study.


Subject(s)
Blood Glucose Self-Monitoring/methods , Diabetes Mellitus, Type 2/blood , Algorithms , Blood Glucose/analysis , Decision Trees , Diabetes Mellitus, Type 2/diet therapy , Diabetes Mellitus, Type 2/drug therapy , Female , Glycated Hemoglobin/analysis , Humans , Hypoglycemic Agents/therapeutic use , Longitudinal Studies , Male , Middle Aged , Social Support , Treatment Outcome
2.
Diabetes Care ; 24(11): 1870-7, 2001 Nov.
Article in English | MEDLINE | ID: mdl-11679449

ABSTRACT

OBJECTIVE: The role of self-monitoring of blood glucose (SMBG) in type 2 diabetes is still a matter of debate. In the framework of a nationwide outcomes research program, we investigated the frequency of SMBG and its association with metabolic control and quality of life (QoL). RESEARCH DESIGN AND METHODS: The study involved 3,567 patients with type 2 diabetes who were recruited by 101 outpatient diabetes clinics and 103 general practitioners. Patients completed a questionnaire investigating SMBG practice and QoL (diabetes-related stress, diabetes health distress, diabetes-related worries, and Centers for Epidemiologic Studies-Depression scale). RESULTS: Data on SMBG were available for 2,855 subjects (80% of the entire study population). Overall, 471 patients (17%) stated that they tested their blood glucose levels at home > or =1 time per day, 899 patients (31%) tested their blood glucose levels > or =1 time per week, and 414 patients (14%) tested their blood glucose levels <1 time per week, whereas 1,071 patients (38%) stated that they never practiced SMBG. A higher frequency of SMBG was associated with better metabolic control among subjects who were able to adjust insulin doses, whereas no relationship was found in all other patients, irrespective of the kind of treatment. Multivariate analyses showed that an SMBG frequency > or =1 time per day was significantly related to higher levels of distress, worries, and depressive symptoms in non-insulin-treated patients. CONCLUSIONS: Our findings suggest that SMBG can have an important role in improving metabolic control if it is an integral part of a wider educational strategy devoted to the promotion of patient autonomy. In patients not treated with insulin, self-monitoring is associated with higher HbA(1c) levels and psychological burden. Our data do not support the extension of SMBG to this group.


Subject(s)
Blood Glucose Self-Monitoring/methods , Diabetes Mellitus, Type 2/blood , Patient Education as Topic/standards , Quality of Life , Ambulatory Care Facilities , Diabetes Mellitus, Type 2/physiopathology , Diabetes Mellitus, Type 2/psychology , Family Practice , Female , Glycated Hemoglobin/analysis , Humans , Hypoglycemia/epidemiology , Hypoglycemic Agents/therapeutic use , Insulin/therapeutic use , Italy , Male , Middle Aged , Quality Assurance, Health Care , Regression Analysis , Surveys and Questionnaires
3.
Diabetes Care ; 24(3): 423-9, 2001 Mar.
Article in English | MEDLINE | ID: mdl-11289462

ABSTRACT

OBJECTIVE: To investigate the relationship between beliefs of physicians relative to intensive metabolic control in type 2 diabetes and levels of HbA1c obtained in a sample of their patients. RESEARCH DESIGN AND METHODS: Physicians' beliefs were investigated through a questionnaire sent to a sample of self-selected clinicians participating in a nationwide initiative aimed at assessing the relationship between the quality of care delivered to patients with type 2 diabetes and their outcomes. At the same time, physicians were asked to collect clinical data on a random sample of their patients, stratified by age (<65 vs. > or = 65 years). Mean HbA1c levels in the study population were thus evaluated according to target fasting blood glucose (FBG) used by their physicians. RESULTS: Of 456 physicians, 342 (75%) returned the questionnaire. Among the responders, 200 diabetologists and 99 general practitioners (GPs) recruited 3,297 patients; 2,003 of whom were always followed by the same physician and 1,294 of whom were seen by different physicians in the same structure on different occasions. Only 14% of the respondents used target FBG levels < or = 6.1 mmol/l, whereas 38% pursued values >7.8 mmol/l, with no statistically significant difference between diabetologists and GPs. The analysis of the relationship between FBG targets and metabolic control, restricted to those patients always seen by the same physician, showed a strong linear association, with mean HbA1c values of 7.0 +/- 1.6 for patients in the charge of physicians pursuing FBG levels < or = 6.1 mmol/l and 7.8 +/- 1.8 for those followed by physicians who used target values >7.8 mmol/l. After adjusting for patients' and physicians' characteristics, the risk of having HbA1c values > 7.0% was highly correlated with physicians' beliefs. Patients followed by different physicians in the same unit showed a risk of inadequate metabolic control similar to that of patients followed by physicians adopting a nonaggressive policy. CONCLUSIONS: Doctors adopt extremely heterogeneous target FBG levels in patients with type 2 diabetes, which in turn represent an important independent predictor of metabolic control. To improve patient outcomes, physicians-centered educational activities aimed at increasing the awareness of the potential benefits of a tight metabolic control in patients with type 2 diabetes are urgently needed.


Subject(s)
Blood Glucose/analysis , Delivery of Health Care/standards , Diabetes Mellitus, Type 2/blood , Diabetes Mellitus, Type 2/therapy , Glycated Hemoglobin/analysis , Physicians , Aged , Body Mass Index , Diabetes Mellitus, Type 2/metabolism , Fasting , Female , Humans , Italy , Male , Middle Aged , Quality Assurance, Health Care , Surveys and Questionnaires
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