Improving glycemic control in adults with diabetes mellitus: shared responsibility in primary care practices.
Background Primary care physicians provide care for most patients with diabetes mellitus diabetes mellitus
Disorder of insufficient production of or reduced sensitivity to insulin. Insulin, synthesized in the islets of Langerhans (see Langerhans, islets of), is necessary to metabolize glucose. In diabetes, blood sugar levels increase (hyperglycemia). , but few have the resources to achieve the level of glycemic Glycemic
The presence of glucose in the blood.
Mentioned in: Cholesterol, High
pertaining to the level of glucose in the blood. control needed to avert complications
Methods. Primary care physicians referred patients with unsatisfactory glycemic control, frequent hypoglycemia hypoglycemia: see diabetes.
Below-normal levels of blood glucose, quickly reversed by administration of oral or intravenous glucose. Even brief episodes can produce severe brain dysfunction. , or inadequate self-management to an endocrinologist-directed team of nurse and dietitian dietitian /di·e·ti·tian/ (di?e-tish´in) one skilled in the use of diet in health and disease.
di·e·ti·tian or di·e·ti·cian
A person specializing in dietetics. educators for a 3-month program of intensive diabetes care. Patients had at least weekly contact with a diabetes educator and received changes in insulin and/or other medication, coupled with extensive individualized instruction Individualized instruction is a method of instruction in which content, instructional materials, instructional media, and pace of learning are based upon the abilities and interests of each individual learner. . The main outcome measurement was change in glycosylated hemoglobin gly·co·sy·lat·ed hemoglobin
Any of four hemoglobin fractions that together account for less than 4 percent of the total hemoglobin in the blood. ([HbA.sub.1c]) level at 3 months.
Results. The first 350 patients who completed the program had overall mean decrease in [HbA.sub.1c] level of 1.7% (95% CI 1.4%-1.9%).
Conclusions. Barriers to improving glycemic control may be overcome by establishment of a system of collaboration between primary care providers and endocrinologist-directed diabetes educators.
PRIMARY CARE PHYSICIANS provide clinical care for most patients with diabetes mellitus. (1) physicians have the availability of resources that were pivotal to the success of clinical trials such as the Diabetes Control and Complications Trial The Diabetes Control and Complications Trial, or DCCT, was the largest, most comprehensive diabetes study ever conducted at the time.
The U.S. National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK) conducted this clinical study of 1,441 volunteers (DCCT DCCT Diabetes Control and Complications Trial (NIDDK)
DCCT Distributed Computing and Communications Technology ), the Stockholm Diabetes Intervention Study, the Kumamoto Study, and the United Kingdom Prospective Diabetes Study. (2-5) Intensive management in the DCCT and other clinical trials was successfully carried out in patient volunteers by specialty teams of diabetologists, nurses, dietitians, and behavioral specialists, requiring considerable time, effort, and cost. In the absence of such support, it is difficult for primary care physicians to achieve the level of glycemic control that is needed to avert complications. (6-8) In fact, mean [HbA.sub.1c] levels for most patients remain high, despite adequate frequency of visits to primary care physicians. (9-15) Since the resources used in the clinical trials are not widely available, new strategies are needed to fashion methods for the attainment and maintenance of acceptable glycemic control in clinical practice in the general community. (2)
The purpose of this study is to evaluate the effectiveness of a new program to improve the control of patients with diabetes cared for in the primary care setting, without the program's assuming ongoing long-term management of these patients. An initial "pulse" of intensive outpatient care, followed by subsequent surveillance to determine the long-term benefits of this pulse, is examined as an alternative to the long-term continuous care used in the clinical trials. This study analyzes the initial pulse to determine which variables are associated with initial improvement in [HbA.sub.1c] levels. Furthermore, we characterize this collaborative model In psycholinguistics, the collaborative model(or conversational model) is a theory for explaining how speaking and understanding work in conversation, specifically how people in conversation coordinate to determine definite references. between primary care and endocrinology endocrinology
Medical discipline dealing with regulation of body functions by hormones and other biochemicals and treatment of endocrine system imbalances. In 1841 Friedrich Gustav Henle first recognized “ductless glands,” which secrete products directly into that leads to improved glycemic control.
MATERIALS AND METHODS
A total of 568 consecutive unselected adult patients with diabetes mellitus were referred by their primary care physicians to this program at an academic medical center. Of these, 260 patients were referred by 36 primary care physicians in the Vanderbilt Department of Internal Medicine, and 308 patients were referred by 216 community primary care physicians. Patients were referred because of lack of knowledge of diabetes self-management skills, inadequate self-management practices, hyperglycemia hyperglycemia: see diabetes. refractory refractory
Material that is not deformed or damaged by high temperatures, used to make crucibles, incinerators, insulation, and furnaces, particularly metallurgical furnaces. to efforts by their primary care physicians, recurrent or severe hypoglycemia, the need to initiate insulin or insulin pump insulin pump
A portable device for people with diabetes that injects insulin at programmed intervals in order to regulate blood sugar levels. therapy, or for psychosocial psychosocial /psy·cho·so·cial/ (si?ko-so´shul) pertaining to or involving both psychic and social aspects.
Involving aspects of both social and psychological behavior. situations expected to benefit from patient-empowerment skills provided by diabetes educators. (16) All patients signed an agreement that they would participate in the program for the next 12 weeks. One hundred seven patients (19%) dropped out before completing the program. The most frequent reason cited for dropping out was a financial or health insurance barrier in payment for the clinic visits with the educators. The patients who dropped out did not differ significantly from those who completed the program with regard to mean entry level of [HbA.sub.1c] or duration of diabetes, though they were younger and a higher proportion were male. No grant support was used to aid patient participation. At the time of this analysis, 111 patients had not completed the program and are not part of this report. The first 350 patients who completed the program are the subjects of this report (Table 1). For the purpose of establishing a registry and monitoring personal information, the program was approved by the Institutional Review Board of Vanderbilt University Medical Center The Vanderbilt University Medical Center (VUMC) is a collection of several hospitals and clinics associated with Vanderbilt University in Nashville, Tennessee. It comprises the following units:
Establishing Shared Responsibility
During the course of a year-long dialogue involving a primary care physician, an endocrinologist endocrinologist /en·do·cri·nol·o·gist/ (en?do-kri-nol´ah-jist) a specialist in endocrinology.
Endocrinologist , and a quality improvement professional, the concerns and resources of the primary care physicians and of endocrinology were assessed for the purpose of establishing a model of care that emphasizes shared as opposed to competing responsibilities for a population of individuals with diabetes. (17) Initial concerns among the primary care physicians included the perceived loss of control of their patients, fragmentation of care, inadequate communication about medication changes, and hypoglycemia resulting from intensive insulin administration. As these concerns were raised, solutions were sought. The nurse educators A nurse educator is a nurse who teaches and prepares licensed practical nurses (LPN) and registered nurses (RN) for entry into practice positions. Nurse Educators also teach in graduate programs at Master’s and doctoral level which prepare advanced practice nurses, nurse used electronic mail (e-mail) liberally to communicate about medication changes during the program, and the patients returned to the care of the primary physician after completing the program. As the dialogue and interaction progressed, a set of practice patterns evolved into a functional model (Fig 1). Stratification stratification (Lat.,=made in layers), layered structure formed by the deposition of sedimentary rocks. Changes between strata are interpreted as the result of fluctuations in the intensity and persistence of the depositional agent, e.g. of the patient population with regard to [HbA.sub.jc] level, need for improved self-management practices, and comorbid conditions resulted in agreement for referral criteria and clarification of roles for primary care physicians, diabetes educators, and the endocrinologist.
A 12-week intensive outpatient program, consisting of instruction and support in diabetes self-management coupled with adjustment of insulin arid oral hypoglycemic hypoglycemic /hy·po·gly·ce·mic/ (-gli-sem´ik)
1. pertaining to, characterized by, or causing hypoglycemia.
2. an agent that lowers blood glucose levels. medications, was provided by the educators and supervised by the endocrinologist. Each patient had an initial hour clinic visit with both a nurse diabetes educator and a dietitian, after which subsequent clinic visits were scheduled according to according to
1. As stated or indicated by; on the authority of: according to historians.
2. In keeping with: according to instructions.
3. individualized in·di·vid·u·al·ize
tr.v. in·di·vid·u·al·ized, in·di·vid·u·al·iz·ing, in·di·vid·u·al·iz·es
1. To give individuality to.
2. To consider or treat individually; particularize.
3. needs. The educational intervention method included the dissemination of information, negotiated behavioral prescriptive pre·scrip·tive
1. Sanctioned or authorized by long-standing custom or usage.
2. Making or giving injunctions, directions, laws, or rules.
3. Law Acquired by or based on uninterrupted possession. efforts, and situational problem-solving that targeted the individual circumstances of the patient The educational intervention content included diet, exercise, self-monitoring of blood glucose blood glucose Diabetology The principal sugar produced by the body from food–especially carbohydrates, but also from proteins and fats; glucose is the body's major source of energy, is transported to cells via the circulation and used by cells in the presence , and medication adherence, as well as preventive measures such as foot care and screening for complications. One of the educators, usually the nurse, had at least weekly contact with the patient to recommend changes in insulin dose and/or other diabetes medications. The weekly conta ct was either a clinic visit, a telephone call, or an exchange of e-mall or faxed messages regarding home blood glucose results. The program was intended to last for 12 weeks but was occasionally extended up to a maximum of 12 additional weeks by mutual agreement between the patient and educator, when it was thought that additional intensive contact was necessary to optimize self-management.
Protocols for insulin and oral medication use were developed and supervised by the edocrinologist. Patients who had type 1 diabetes type 1 diabetes
See diabetes mellitus. were switched either to a regimen of basal insulin (long or intermediate duration insulin) twice daily and insulin lispro Insulin lispro (marked by Lilly as "Humalog®") is a fast acting insulin analogue; it was the first insulin analogue.
It was engineered through recombinant DNA technology so that the penultimate lysine and proline residues on the C-terminal end of the B-chain were reversed. , a rapid-acting human insulin human insulin
A protein that has the normal structure of insulin produced by the human pancreas but that is prepared by recombinant DNA techniques and by semisynthetic processes. analog, before meals, or to insulin pump therapy, as permitted by their individual circumstances. Obese o·bese
Extremely fat; very overweight.
characterized by obesity.
obese adjective Characterized by obesity, see there; excessively fat patients with type 2 diabetes type 2 diabetes
See diabetes mellitus. were started on metformin metformin /met·for·min/ (met-for´min) an antihyperglycemic agent that potentiates the action of insulin, used in the treatment of type 2 diabetes mellitus.
n. , either alone or added to previous sulfonylurea sulfonylurea /sul·fo·nyl·urea/ (sul?fo-nil-u-re´ah) any of a class of compounds that exert hypoglycemic activity by stimulating the islet tissue to secrete insulin; used to control hyperglycemia in patients with type 2 diabetes mellitus therapy, unless it was contraindicated or not tolerated. The pharmacologic pharmacologic /phar·ma·co·log·ic/ (-kah-loj´ik) pertaining to pharmacology or to the properties and reactions of drugs.
pertaining to pharmacology. treatment protocol for type 2 diabetes was similar to that published by DeFronozo. (18) Direct consultation with an endocrinologist was added when there were clinical problems such as comorbid illnesses complicating com·pli·cate
tr. & intr.v. com·pli·cat·ed, com·pli·cat·ing, com·pli·cates
1. To make or become complex or perplexing.
2. To twist or become twisted together.
1. glycemic control, extreme insulin resistance Insulin Resistance Definition
Insulin resistance is not a disease as such but rather a state or condition in which a person's body tissues have a lowered level of response to insulin, a hormone secreted by the pancreas that helps to regulate the level or sensitivity, or refractory hyperlipidemia hyperlipidemia /hy·per·lip·id·emia/ (-lip?i-de´me-ah) elevated concentrations of any or all of the lipids in the plasma, including hypertriglyceridemia, hypercholesterolemia, etc. . The educators and supervising endocrinologist met at least weekly to review program and patient progress, ensure appropriate medication administratio n, and promote a consistent approach.
The main outcome variable was the change in [HbA.sub.1c] from entry, using the difference between the value at program entry and the [HbA.sub.1c] value obtained at 3 months after entry into the study. Hemoglobin hemoglobin (hē`məglō'bĭn), respiratory protein found in the red blood cells (erythrocytes) of all vertebrates and some invertebrates. [A.sub.1c] was measured by high performance liquid chromatography High-performance liquid chromatography (HPLC) is a form of column chromatography used frequently in biochemistry and analytical chemistry. It is also sometimes referred to as high-pressure liquid chromatography. , with a normal range of 4.0% to 6.1%. We monitored hypoglycemia frequency weight, insulin and/or medication dose, number of daily insulin injections, adherence with home blood glucose monitoring blood glucose monitoring Sugar monitoring Lab medicine The periodic testing of serum glucose in Pts known to have DM. See Bedside glucose monitoring, Beta cell implants, Diabetes, Glucometer, Glycosylated hemoglobin, Non-Invasive glucose monitoring. , exercise, and activity at entry and at the end of the program. Self-reported episodes of mild hypoglycemia (not requiring assistance of others) were counted as number of episodes per week; episodes of severe hypoglycemia (coma coma, in medicine
coma, in medicine, deep state of unconsciousness from which a person cannot be aroused even by painful stimuli. The patient cannot speak and does not respond to command. or requiring assistance of others) were counted as number of episodes per year. Clinically important hypoglycemia was defined as two or more episodes of mild hypoglycemia per week or two or more episodes of severe hypoglycemia per year. Adherence with instructions for home capillary capillary (kăp`əlĕr'ē), microscopic blood vessel, smallest unit of the circulatory system. Capillaries form a network of tiny tubes throughout the body, connecting arterioles (smallest arteries) and venules (smallest veins). blood glucose monitoring was expressed as a ratio of the number of blood glucose tests done per week divided by the number assigned per week. Self-reported exercise habits were counted as minutes of exercise per week. Self-reported daily activity pattern (job) was categorized cat·e·go·rize
tr.v. cat·e·go·rized, cat·e·go·riz·ing, cat·e·go·riz·es
To put into a category or categories; classify.
cat as sedentary sedentary /sed·en·tary/ (sed´en-tar?e)
1. sitting habitually; of inactive habits.
2. pertaining to a sitting posture.
of inactive habits; pertaining to a fat, castrated or confined animal. , active, or very active.
All data were analyzed using STATA 5.0 (STATA Corp, College Station, Tex). To determine which variables were associated with improvement in [HbA.sub.1c] levels ([HbA.sub.1c] value at the start minus the value at 12 weeks), univariate analysis was done, using the following independent variables: patient characteristics at entry (eg, race, age, body mass index), program-related variables (changes in weight and/or exercise during the program, adherence with instructions for home blood glucose monitoring, starting insulin or insulin pump), and provider-related variables (number of visits and total contacts with educators). Two-sample t tests were used as well as Pearson's product moment correlation in the univariate analysis, with a Sidak correction method to adjust for the "multiple comparison fallacy fallacy, in logic, a term used to characterize an invalid argument. Strictly speaking, it refers only to the transition from a set of premises to a conclusion, and is distinguished from falsity, a value attributed to a single statement. ." Independent variables identified with an association at the P < .25 level in the univariate analysis were included in the multiple regression Multiple regression
The estimated relationship between a dependent variable and more than one explanatory variable. analysis.
The first 350 consecutive participants included 29% (n = 100) with type 1 diabetes, 27% (n = 94) with type 2 diabetes and previous insulin therapy, and 44% (n = 156) with type 2 diabetes without previous insulin therapy. The mean (SD) [HbA.sub.1c] value at entry was 9.4% (1.9) and was similar in the aforementioned three groups. At entry, the mean duration of diabetes was 10.3 (10.0) years and was lowest in patients without previous insulin therapy. Patients with type 1 diabetes reported a mean of 2.7 mild hypoglycemic reactions per week and a mean of 2.7 hypoglycemic episodes requiring assistance per year. Patients with type 2 diabetes for which they previously received insulin therapy had a mean of 0.8 mild hypoglycemic reactions per week and a mean of 0.6 episodes requiring assistance per year (Table 1).
The mean number of nurse-educator clinic visits was 3.8 (1.7) and the mean number of dietitian clinic visits was 1.7 (1.1), so that the mean total of nurse and dietitian clinic visits was 5.5 (2.3). In addition to clinic visits, each patient had a mean number of telephone and/or e-mail or fax contacts of 3.5 (3.6), so that the mean number of total contacts with the educators was 9.0 (4.6), over an average duration of 14.6 (5.5) weeks in the program. The average individual adhered to recommended self-monitoring of blood glucose, with a ratio of 1 (ie, number of tests done per week equaled number assigned).
Changes During Program
Overall, there was a mean decrease in Hb[A.sub.1c] of 1.7% (95% CI, 1.4%-1.9%). Individuals with type 1 diabetes had the least amount of Hb[A.sub.1c] change, a mean decrease of 1.1% (95% CI, 0.7%-1.6%). Individuals with type 2 diabetes who were taking insulin at the start of the program had a decrease of 1.4% (95% CI, 1.0%-1.7%), while individuals with type 2 diabetes who were not taking insulin at the start had the greatest decrease in Hb[A.sub.1c], a mean decrease of 2.3% (95% CI, 1.9%-2.7%) (Fig 2).
Among patients who used insulin at entry, 69 had episodes of mild hypoglycemia 2 or more times per week, episodes of severe hypoglycemia requiring assistance 2 or more times per year, or both. These patients had a decrease in frequency of mild hypoglycemia from a mean of 3.9 per week at entry to 2.3 per week by the end of the program (P < .01). Only 2 patients had an episode of hypoglycemia requiring assistance during the program.
There was no significant mean weight change in any of the three groups during the program, despite the decrease in Hb[A.sub.1c]. Although increased exercise was uniformly recommended and some patients began exercise programs or increased their activity, no mean change in self-reported dally exercise was documented.
The multiple regression analysis included only those variables with a P < .25 in the univariate analysis (Table 2). The final model had an [R.sup.2] of 0.61, with the Hb[A.sub.1c] value at entry, type of diabetes, duration of diabetes, and sex all contributing significantly to the final predictive model. A high Hb[A.sub.1c] level at entry was the variable most highly correlated with change in Hb[A.sub.1c]. Sex was a significant predictor of change in Hb[A.sub.1c], with men having a greater change in Hb[A.sub.1c] (1.9% vs 1.4%). Race, presence of hypoglycemia, and change in exercise habits were not predictive of change in Hb[A.sub.1c] in the multiple regression analysis.
This report proposes a model that defines the interaction between the providers of diabetes care. It is based on the assumption that the primary care physician has ultimate responsibility for overall management but lacks resources and time to achieve desired glycemic outcomes for many patients. Differences between specialists and generalists in terms of knowledge, patterns of care, and clinical outcomes of care for a broad range of diseases have been reviewed. (19) Rather than debate whether primary care physicians or specialists (endocrinologists) provide better care for patients with diabetes, this model acknowledges that primary care physicians and endocrinologists share the responsibility for management of a population of patients with diabetes. It emphasizes that mutually accepted guidelines should outline the interaction between the providers for optimal management of the population (Fig 1). The model proposes a new role for the endocrinologist, not only as a consultant for patients with complex or refr actory disease, but also as a support for primary care physicians, with duties including the provision and maintenance of a computerized registry of the population of patients with diabetes, the direction of educational programs for both physicians and patients, and the supervision of nurse and dietitian educators.
The triangular interaction between diabetic patients, their primary care physicians, and specialists could be the dominant factor that ultimately determines the quality and the most appropriate type of care. (20) Primary care-based disease management programs that bolster rather than undermine primary care have the potential to improve outcomes for patients with chronic disease. (21) Although the need for expertise plays some role, the effect of the organized system plays the major role in responding to the needs of the chronically ill patient. (22) A Dutch study has shown that the implementation of a structured, shared care Shared Care is a term used in health care and social care in Great Britain. It describes the establishment of partnerships between professionals and laymen where they share a common goal. system in general practice, with the availability of a diabetologist-supervised diabetes support service, results in sustained good glycemic control (23)
The diverse characteristics and expectations of primary care physicians are important factors that can affect their interaction with specialty services. Some prefer the specialty service to manage the diabetes, while others expect only recommendations, having the patient return for ongoing care. (20) A system of shared care in Australia emphasized the complementarity com·ple·men·tar·i·ty
1. The correspondence or similarity between nucleotides or strands of nucleotides of DNA and RNA molecules that allows precise pairing.
2. of primary and secondary care, encouraging primary care physicians to manage the patients in the community, while facilitating access to specialized services for patients who required them. (24) A system of "integrated" care in Aberdeen, Scotland, where diabetic patients were seen in general practice every 3 or 4 months and in a specialist hospital clinic annually, had coordination of all appointments and recall of patients facilitated by a computer-based record system, run by the specialist clinic. Patients were sent computer-generated letters reminding them of routine appointments with their general practitioner general practitioner
n. Abbr. GP
A physician whose practice consists of providing ongoing care covering a variety of medical problems in patients of all ages, often including referral to appropriate specialists. , and the general practitioner r eceived a computer-generated reminder letter that the patient was due, together with the most recent clinical data. Thirty percent of the cost of integrated care was due to maintaining the clinical database and operating the appointment-prompting system. (25) Prospective studies of shared care are needed that take into account complexities and interactions of setting, provider interest, and patient preferences. (26)
Greenhalgh (27) reviewed all published reports of shared care initiatives in diabetes in the UK. He defined shared care as "the joint participation of hospital consultants and general practitioners in the planned delivery of care for patients with a chronic condition, informed by an enhanced information exchange over and above routine discharge and referral notices." He concluded that there was unequivocal failure to produce acceptable levels of process and outcome with unstructured care by general practitioners; but that there was potential for high standards' of diabetes care if structured care from a committed primary health care team was combined with a high degree of support and enthusiasm from a specialist. (27) Primary care physicians cite patient non-adherence to the treatment regimen as the most common barrier to care. (28) The primary care providers' attitudes toward diabetes, rather than knowledge, may constitute a significant barrier to effective diabetes care. (29)
This study attempts to overcome some of the barriers by developing a model to improve glycemic control in primary care practices and then analyzing the operation and results of the model. It shows that a 3-month "pulse" of intensive outpatient counseling and treatment, consisting of an average combination of 4 outpatient visits with a diabetes nurse-educator, 2 outpatient visits with a dietitian, and weekly contact by telephone, fax, or email, resulted in important improvement in [HbA.sub.1c] levels. The additional nurse and dietitian clinic visits cost an average of $319.70 per patient. The intervention was unique because diabetes nurse-educators combined standard patient education techniques with initiation of or changes in insulin and other medications, under supervision of an endocrinologist. Significant decreases in [HbA.sub.1c] were observed across the entire clinical spectrum of diabetes mellitus, including type 1 diabetes and type 2 diabetes with or without insulin therapy The magnitude of the observ ed initial fall in [HbA.sub.1c] was similar to that observed during the first 6 months of the DCCT intensive treatment cohort. (2)
The level of [HbA.sub.1c] at entry was the most significant predictor of the fall in [HbA.sub.1c] during the program. Thus, patients with the worst glycemic control at entry benefited most from this pulse of intervention. According to guidelines of the American Diabetes Association The American Diabetes Association, or the ADA, is an American health organization providing diabetes research, information and advocacy. Founded in 1940, the American Diabetes Association conducts programs in all 50 states and the District of Columbia, reaching hundreds of , further action should be taken when a patient's [HbA.sub.1c] level exceeds 8%. (30)
Another independent predictor of improvement in [HbA.sub.1c] was type 2 diabetes. Patients with type 2 diabetes had shorter duration of diabetes, particularly those who had not received insulin before this program. More options for medication changes exist in these patients than in those with type 1 diabetes.
Weight gain is a frequent accompaniment of improved glycemic control. (31) All patients were warned of the risk of weight gain at entry to the program, and dietary counseling emphasized caloric restriction caloric restriction The deliberate ↓ in caloric intake to levels up to 30% below a 'usual' diet See Diet, Methuselah factor. Cf Protein restriction. and exercise to prevent it. It was surprising that no mean weight gain occurred in these patients during the period that Hb[A.sub.Ic] level improved, suggesting that some effective caloric restriction occurred. The addition of metformin in patients with type 2 diabetes and the inclusion of intensive and repeated dietary counseling as an integral part of the program may have been partly responsible for the lack of weight gain.
This study has several important limitations. Sampling consisted of consecutively referred patients, and thus the population from which they were drawn is poorly defined. It is likely that the referred patients were not representative of the entire population but represent patients who were refractory to the efforts of their primary care physicians and willing to participate in a diabetes improvement program. Second, the intervention was not controlled and represents a case series rather than a randomized ran·dom·ize
tr.v. ran·dom·ized, ran·dom·iz·ing, ran·dom·iz·es
To make random in arrangement, especially in order to control the variables in an experiment. trial. Before generalizing the impact of the intervention, it should be tested in a controlled setting. Notwithstanding, the effect is not likely the result of regression to the mean, since patients had refractory, sustained hyperglycemia before referral. Third, follow-up beyond 3 months was incomplete and will be the subject of a future report. We consider this initial 3-month "pulse" an initial treatment phase, with the duration of effect unknown. Long-term studies are needed to determine the necessity for repeated pulses and their optimal content, intensity, duration, and frequency required to maintain glycemic control.
[FIGURE 2 OMITTED]
TABLE 1 Patient Characteristics at Entry Type 2 Previous Insulin Type 1 Therapy (N = 100) (N = 94) Age * 39.0 (14.6) 57.0 (11.7) Female (%) 53.0 59.0 Race White (%) 80.0 62.8 African American (%) 5.0 21.3 Other/unknown (%) 14.0 14.9 Years of diabetes * 16.2 (11.4) 12.8 (8.9) [HbA.sub.1c] value at entry * 9.1 (1.8) 9.5 (1.6) Body mass index * 26.1 (5.2) 34.0 (8.2) Previous hypoglycemia Mild (episodes/wk) * + 2.7 (3.0) 0.8 (1.6) Severe (episodes/yr) * + 2.7 (11.4) 0.6 (4.2) Daily insulin dose * 52.6 (37.0) 68.4 (43.9) Insulin injections per day * 2.2 (1.4) 2.0 (0.8) Sedentary job (%) + 25.0 58.5 No exercise (%) + 37.0 48.9 Insurance (%) Medicare 13.0 24.5 Medicaid 13.0 13.8 Commercial 57.0 54.3 Other/unknown 17.0 7.4 Type 2 No Previous Insulin Therapy All (N = 156) (N = 350) Age * 55.0 (12.8) 51.0 (15.2) Female (%) 54.0 55.0 Race White (%) 65.2 68.9 African American (%) 17.4 14.9 Other/unknown (%) 14.1 14.4 Years of diabetes * 5.0 (6.3) 10.3 (10.0) [HbA.sub.1c] value at entry * 9.6 (2.1) 9.4 (1.9) Body mass index * 34.9 (9.3) 31.7 (8.8) Previous hypoglycemia Mild (episodes/wk) * + 0.1 (0.4) 1.0 (2.1) Severe (episodes/yr) * + 0 0.9 (6.5) Daily insulin dose * 0 33.4 (42.9) Insulin injections per day * 0 1.2 (1.4) Sedentary job (%) + 53.5 46.6 No exercise (%) + 54.8 48.0 Insurance (%) Medicare 22.6 20.6 Medicaid 8.4 11.1 Commercial 48.4 52.3 Other/unknown 20.6 16.0 * Mean (SD). + Self-report. TABLE 2 Predicting change in [HbA.sub.1c] by Multiple Regression Analysis Variable Coefficient 95% CI P Value [HbA.sub.1c] value at start 0.66 0.57 to 0.75 .000 Type of diabetes 0.38 0.10 to 0.66 .001 Sex -0.49 -0.83 to -0.15 .005 Duration of diabetes -0.02 -0.04 to -0.01 .018 Change in exercise 0.001 -0.00 to 0.00 .26 Hypoglycemia at start * 0.14 -0.34 to 0.63 .56 Race -0.08 -0.45 to 0.29 .66 Constant -4.98 * Either mild or severe hypoglycemia. [R.sup.2] = 0.61. N = 191.
(1.) Harris MI: Non-insulin-dependent diabetes mellitus non-in·su·lin-de·pend·ent diabetes mellitus
n. Abbr. NIDDM
See diabetes mellitus.
non-insulin-dependent diabetes mellitus Type 2 diabetes mellitus, see there in black and white Americans The term white American (often used interchangeably with "Caucasian American" and within the United States simply "white") is an umbrella term that refers to people of European, Middle Eastern, and North African descent residing in the United States. . Diabetes Metab Rev 1990; 6:71-90
(2.) The Diabetes Control and Complications Trial Research Group: The effect of intensive treatment of diabetes on the development and progression of long-term complications in insulin-dependent diabetes mellitus insulin-dependent diabetes mellitus
Abbr. IDDM See diabetes mellitus. . N Engl J Med 1993; 329:977-986
(3.) Reichard P, Nilsson B-Y, Rosenquist U: The effect of long-term intensified insulin treatment on the development of microvascular complications of diabetes mellitus. N Engi J Med 1993; 329:304-309
(4.) Ohkubo Y, Kishikawa H, Arake E, et al: Intensive insulin therapy prevents the progression of diabetic microvascular complications in Japanese patients with non-insulin-dependent mellitus: a randomized prospective 6-year study. Diabetes Res Clin Pract 1995; 28:103-117
(5.) UK Prospective Diabetes Study Group: Intensive blood-glucose control with sulfonylureas or insulin compared with conventional treatment anti risk of complications in patients with type 2 diabetes (UKPDS UKPDS UK Prospective Diabetes Study 33). Lancenl 1998; 352:837-853
(6.) Tuttleman M, Lipsett L, Harris MI: Attitudes and behavior of primary-care physicians regarding tight control of blood glucose in IDDM IDDM
insulin-dependent diabetes mellitus
insulin-dependent diabetes mellitus.
IDDM Insulin-dependent diabetes mellitus; now known as type 1 diabetes mellitus patients. Diabetes Care 1993; 16:765-772
(7.) Siebert C, Lipsett LF, Greenblatt J, et al: survey of physican practice behaviors related to diabetes mellitus in the U.S. 1. Design and methods. Diabetes Care 1993; 16:759-764
(8.) Kenny SJ, Smith PL, Goldscmid MG, et al: Survey of physician practice behaviors related to diabetes mellitus in the U.S. Diabetes Care 1993; 16:1507-1510
(9.) Peters AL, Legorreta AP, Ossoria RC, et al: Quality of outpatient care provided to diabetic patients. a health maintenance organization experience. Diabetes Care 1996; 19:601-605
(10.) Hayward RA, Manning WG, Kaplan SH, et al: Starting insulin therapy in patients with type 2 diabetes. JAMA JAMA
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(11.) McCulloch DK, Glasgow RE, Hampson SE, et al: A systematic approach to diabetes management This article is about the management of diabetes mellitus. For more on the disease itself see diabetes mellitus.
Diabetes is a chronic disease with no cure as of 2007. It is associated with an impaired glucose cycle, altering metabolism. in the post-DCCT era. Diabetes Care 1994; 17:1-5
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A corporation that is financed by insurance premiums and has member physicians and professional staff who provide curative and preventive medicine within certain financial, Pract 1995; 9:8-13
(13.) Aubert RE, Herman WH, waters J. et at: Nurse case management to improve glycemic control in diabetic patients in a health maintenance organization, a randomized, controlled trial controlled trial Clinical research A clinical study in which one group of participants receives an experimental drug while the other receives either a placebo or an approved–'gold standard' therapy. See Blinding, Double-blinded. . Ann Intern intern /in·tern/ (in´tern) a medical graduate serving in a hospital preparatory to being licensed to practice medicine.
in·tern or in·terne
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(16.) Anderson RM, Funnell MM, Butler PM, et al: Patient empowerment patient empowerment The providing of information regarding therapeutic options so that a Pt can actively participate in the decision on whether to undergo a diagnostic or therapeutic procedure, or pursue alternatives. See Patient Bill of Rights. : results of a randomized controlled trial A randomized controlled trial (RCT) is a scientific procedure most commonly used in testing medicines or medical procedures. RCTs are considered the most reliable form of scientific evidence because it eliminates all forms of spurious causality. . Diabetes Care 1995; 18:943-949
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(23.) deSonnaville JJJ JJJ Julian Date (format)
JJJ J. Jonah Jameson (Spiderman character)
JJJ Juke Joint Jezebel (KMFDM song)
JJJ Japanese Jiu-Jitsu
JJJ Jay-Jay Johnson , Bouma M, Colly LP, et al: Sustained good glycaemic control in NIDDM NIDDM
non-insulin-dependent diabetes mellitus
non-insulin-dependent diabetes mellitus.
NIDDM Non-insulin-dependent diabetes mellitus. See Type 2 diabetes mellitus. patients by implementation of structured care in general practice: 2-year follow-up study. Diabetalogia 1997; 40:1334-1340
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(28.) Drass J, Kell S n. 1. A kiln.
1. A sort of pottage; kale. See Kale, 2.
1. The caul; that which covers or envelops as a caul; a net; a fold; a film.
I'll have him cut to the kell.
- Beau. & Fl.
2. The cocoon or chrysalis of an insect. , Osborn M, et al: Diabetes care for Medicare beneficiaries. attitudes and behaviors of primary care physicians. Diabetes Care 2000; 12:1282-1287
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(31.) The Diabetes Control and Complications Trial Research Group: weight gain associated with intensive therapy in the Diabetes Control and Complications Trial, Diabetes Care 1988; 11:567-573
RELATED ARTICLE: KEY POINTS
* Primary care physicians provide clinical care for most patients with diabetes mellitus, but it is difficult for them to achieve desired levels of glycemic control.
* New strategies are needed to attain and maintain acceptable glycemic control in clinical practice.
* A model that defines the interaction between the clinical providers of diabetes care is proposed.
* An endocrinologist-directed team of nurse and dietitian diabetes specialists was able to improve glycemic control in a 3-month outpatient program of intensive diabetes care.
From the Department of Medicine, Vanderbilt University Vanderbilt University, at Nashville, Tenn.; coeducational; chartered 1872 as Central Univ. of Methodist Episcopal Church, founded and renamed 1873, opened 1875 through a gift from Cornelius Vanderbilt. Until 1914 it operated under the auspices of the Methodist Church. School of Medicine, Nashville, Tenn.
Reprint reprint An individually bound copy of an article in a journal or science communication requests to Alan L. Graber, MD, Vanderbilt University Medical Center, 2558 TVC TVC Traditional Values Coalition
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