Related Experiment Video
Updated: Jul 6, 2026

Improving IV Insulin Administration in a Community Hospital
Published on: June 11, 2012
Role of computerized physician order entry systems in facilitating medication errors.
Ross Koppel1, Joshua P Metlay, Abigail Cohen
1Department of Sociology, Center for Clinical Epidemiology and Biostatistics, University of Pennsylvania School of Medicine, Philadelphia 19104 USA. rkoppel@sas.upenn.edu
Computerized physician order entry (CPOE) systems can introduce new medication error risks. This study found 22 types of errors facilitated by CPOE, with many occurring weekly.
Area of Science:
- Health Informatics
- Patient Safety
- Clinical Pharmacy
Background:
- Hospital computerized physician order entry (CPOE) systems are intended to reduce medication errors, a major source of preventable harm.
- Despite reported error reduction rates, the potential for CPOE to introduce new error types remains under-researched.
Purpose of the Study:
- To identify and quantify the role of CPOE in facilitating prescription error risks.
- To investigate how CPOE systems may inadvertently lead to medication errors.
Main Methods:
- A mixed-methods study combining qualitative (interviews, focus groups, observation) and quantitative (surveys) approaches.
- Involved house staff, physicians, nurses, and hospital leaders at a tertiary-care teaching hospital over a two-year period.
- Focused on house staff interaction with the CPOE system to capture real-world usage and potential issues.
Main Results:
- Identified 22 distinct types of medication error risks facilitated by the CPOE system.
- Common errors included fragmented displays, misinterpretation of pharmacy data, ignored alerts, functional separations leading to double dosing, and inflexible ordering formats.
- Over 75% of house staff reported observing these error risks weekly or more frequently.
Conclusions:
- Leading CPOE systems can frequently facilitate medication error risks, contrary to their intended purpose.
- Clinicians and healthcare institutions must proactively address CPOE-induced errors alongside the errors they prevent.
- System design and implementation require careful attention to mitigate newly introduced patient safety hazards.
Related Concept Videos
Errors occurring during blood pressure monitoring
Several factors...
Documentation of Nursing Diagnosis
In some settings, data-driven computerized decision support systems are in place, allowing for more accurate nursing diagnoses. The database within one of these systems includes diagnostic labels defining characteristics, activities, and indicators for nursing. A nurse enters assessment...
Health Information Technology and Healthcare Information System
Health Information Technology, commonly called HIT, integrates advanced information systems and technology in healthcare settings. Its primary functions include:
Parameters Affecting Nonlinear Elimination: Zero-Order Input, First-Order Absorption and Two-Compartment Model
When a drug is administered through a constant intravenous infusion and eliminated via nonlinear pharmacokinetics, it follows zero-order input. For example, oral drugs undergo first-order absorption upon administration and are eliminated through nonlinear pharmacokinetics.
In the case of subcutaneously administered drugs,...
Dosage Regimens: Designs and Approaches
Pharmaceutical Poisoning: Potential Scenarios

