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Hypoglycemia (HG) is common and can be dangerous in diabetes mellitus, so identifying patients at risk may lead to useful preventive strategies and improved quality of care and health outcomes. This study will test the implementation of a computerized alert tool for clinicians.
Diabetes mellitus is one of the most common non-communicable diseases worldwide and is a major cause of morbidity and mortality. An estimated 346 million people had diabetes in 2011, and diabetes is predicted to become the seventh leading cause of death in the world by the year 2030. In the United States, the incidence of diabetes nearly tripled between 1990 and 2010, with 1.9 million new cases diagnosed in 2010. Hypoglycemia (HG) is recognized as a limiting factor in optimal glycemic management of patients with diabetes. This potentially costly condition, occurring in approximately 20% to 60% of patients who receive oral medications for diabetes, threatens patient safety, quality of life, and potentially, cardiovascular health. Investigators have identified risk factors for HG, built a risk calculator for use by clinicians, integrated the calculator into the G3 electronic medical record system, and demonstrated our ability to collect data about outcomes. In this project, investigators studied the outcomes of implementing the risk calculator tool into clinical practice in ambulatory primary care. The findings and tools developed from this project will promote improved patient safety and medical care for diabetes.
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| Label | Type | Description | Intervention Names |
|---|---|---|---|
| Clinical decision support via alert tool | Experimental | Clinicians received access to the electronic alert tool, which automatically displayed patients' risk of hypoglycemia. |
|
| Usual care | No Intervention | Clinicians did not receive access to the electronic alert tool. |
| Name | Type | Description | Arm Group Labels | Other Names |
|---|---|---|---|---|
| Clinical decision support via alert tool | Other | The alert tool displays the risk of hypoglycemia for outpatients with diabetes mellitus. |
|
| Measure | Description | Time Frame |
|---|---|---|
| Number of participants with hypoglycemia during the study period | Participants with hypoglycemia had blood glucose level less than 70 mg/dL | Five-month follow-up period |
| Measure | Description | Time Frame |
|---|---|---|
| Number of participants with changes to prescriptions for diabetes or antibiotics: new, refilled, changed, or discontinued | Prescriptions for insulin and sulfonylurea drugs are assessed | Five-month follow-up period |
| Measure | Description | Time Frame |
|---|---|---|
| Number of participants with inpatient or outpatient medical encounters | Includes emergency encounters | Five-month follow-up period |
| Number of participants undergoing patient education related to diabetes |
The study included clinicians who were scheduled to provide primary care during the four-month intervention period.
Inclusion Criteria for patients:
Exclusion Criteria for patients:
N/A
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| PubMed Identifier | Type | Citation | Retractions |
|---|---|---|---|
| 31951747 | Derived | Weiner M, Cummins J, Raji A, Ofner S, Iglay K, Teal E, Li X, Engel SS, Knapp K, Rajpathak S, Baker J, Chatterjee AK, Radican L. A randomized study on the usefulness of an electronic outpatient hypoglycemia risk calculator for clinicians of patients with diabetes in a safety-net institution. Curr Med Res Opin. 2020 Apr;36(4):583-593. doi: 10.1080/03007995.2020.1717451. Epub 2020 Feb 6. |
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| ID | Term |
|---|---|
| D007003 | Hypoglycemia |
| D003920 | Diabetes Mellitus |
| ID | Term |
|---|---|
| D044882 | Glucose Metabolism Disorders |
| D008659 | Metabolic Diseases |
| D009750 | Nutritional and Metabolic Diseases |
| D004700 | Endocrine System Diseases |
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Clinicians were randomized to see, or not see, a clinical decision-support alert tool when evaluating outpatients with diabetes mellitus
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Text analysis of medical encounter notes
| Five-month follow-up period |
| Number of A1c, glucose, and creatinine blood tests | Mean and SD | Five-month follow-up period |