Related Experiment Video
Updated: May 12, 2026

12:08
Improving IV Insulin Administration in a Community Hospital
Published on: June 11, 2012
Comparison of Computer-based Clinical Decision Support Systems and Content for Diabetes Mellitus.
Applied Clinical Informatics
|April 26, 2013
Summary
Clinical decision support (CDS) systems show varied content and infrastructure across healthcare sites. Despite differences, common features like actionable alerts and reminders improve patient care and provider workflow.
Area of Science:
- Health Informatics
- Clinical Decision Support Systems
- Diabetes Care Management
Background:
- Computer-based clinical decision support (CDS) systems enhance care quality and efficiency.
- Electronic health records and CDS are crucial for healthcare reform in the US.
- Significant heterogeneity exists in CDS content and infrastructure across different healthcare sites.
Purpose of the Study:
- To assess the scope of CDS content and capabilities in diabetes care across six institutions.
- To characterize the infrastructure of CDS systems in use.
- To identify successful implementation characteristics of CDS in diabetes care.
Main Methods:
- Comparative analysis of CDS systems across six sites within the Clinical Decision Support Consortium.
- Gathering of CDS content related to diabetes mellitus patient care.
- Surveys on institutional characteristics, CDS infrastructure, and capabilities.
Main Results:
- Significant variation in CDS approaches and content characteristics among sites.
- Commonalities include user customizability, sophisticated exclusion criteria, and automated decision-making integration.
- Most sites utilized monitoring and prevention rules, with numerous reminders for screenings and vaccinations, but fewer diagnostic or treatment suggestion rules.
Conclusions:
- Computer-based CDS systems exhibit wide variations in content and scope.
- Both in-house and purchased CDS systems share common functionalities.
- Key features include workflow integration of alerts/reminders and actionable recommendations for providers.
Related Concept Videos
Diabetes Mellitus: Overview and Type I Subtype
Diabetes mellitus is a chronic metabolic disorder characterized by high blood glucose levels due to inadequate insulin production, insulin resistance, or both. The condition affects millions worldwide and can significantly impact their health and quality of life.
Type 1 diabetes is an autoimmune disease in which the immune system mistakenly attacks and destroys the insulin-producing beta cells in the pancreas. As a result, the body is unable to produce sufficient insulin, and individuals with...
Type 1 diabetes is an autoimmune disease in which the immune system mistakenly attacks and destroys the insulin-producing beta cells in the pancreas. As a result, the body is unable to produce sufficient insulin, and individuals with...
Diabetes: Management and Pharmacotherapy
The therapy for diabetes aims to alleviate hyperglycemia-related symptoms, prevent acute metabolic decompensation, and reduce chronic end-organ complications. Glycemic control is evaluated through short-term (self-monitoring, continuous glucose monitoring) and long-term (A1c, fructosamine) metrics, enabling near real-time tracking of blood glucose levels and reflecting glycemic control over specific time frames.
Insulin remains the cornerstone of treatment for most patients with type 1 and many...
Insulin remains the cornerstone of treatment for most patients with type 1 and many...
Diabetes Mellitus: Type 2 and Gestational
Type 2 diabetes, characterized by insulin resistance, arises when the insulin receptors on cells lose responsiveness to insulin, diminishing the cell's capacity to take up glucose, resulting in elevated blood glucose levels. To receive a diagnosis of Type 2 diabetes, a series of blood glucose tests are necessary to assess whether the blood glucose falls within normal parameters. If the result is out of the normal range, a patient may be diagnosed as prediabetic or diabetic, depending on the...
Health Information Technology and Healthcare Information System
Health Information Technology (HIT)
Health Information Technology, commonly called HIT, integrates advanced information systems and technology in healthcare settings. Its primary functions include:
Health Information Technology, commonly called HIT, integrates advanced information systems and technology in healthcare settings. Its primary functions include:
Nursing Clinical Information System
Nursing Clinical Information System (NCIS)
A Nursing Clinical Information System (NCIS) is a specialized type of healthcare information system tailored to meet the unique needs of nursing practice. It incorporates the principles of nursing informatics to streamline information management and improve the quality of care delivery.
Critical attributes of NCIS include:
A Nursing Clinical Information System (NCIS) is a specialized type of healthcare information system tailored to meet the unique needs of nursing practice. It incorporates the principles of nursing informatics to streamline information management and improve the quality of care delivery.
Critical attributes of NCIS include:
Complications of Diabetes Mellitus
Diabetes mellitus is a chronic metabolic disorder characterized by persistent hyperglycemia due to insulin deficiency, resistance, or both. Prolonged hyperglycemia disrupts metabolic homeostasis and leads to acute and chronic complications.Acute ComplicationsAcute complications result from sudden metabolic imbalance.Diabetic ketoacidosis (DKA) mainly appears in type 1 diabetes but may also develop in type 2 diabetes, particularly under extreme stress. It arises from severe insulin deficiency,...
