Related Experiment Video
Updated: Jul 17, 2026

Improving IV Insulin Administration in a Community Hospital
Published on: June 11, 2012
Interrater agreement with a standard scheme for classifying medication errors
Ryan A Forrey1, Craig A Pedersen, Philip J Schneider
1Department of Pharmacy, The Ohio State University Medical Center, Columbus, OH 43210-1291, USA.
Purpose:
The interrater agreement for and reliability of the National Coordinating Council for Medication Error Reporting and Prevention (NCC MERP) index for categorizing medication errors were determined.
Methods:
A letter was sent by the U.S. Pharmacopeia to all 550 contacts in the MEDMARX system user database. Participants were asked to categorize 27 medication scenarios using the NCC MERP index and were randomly assigned to one of three tools (the index alone, a paper-based algorithm, or a computer-based algorithm) to assist in categorization. Because the NCC MERP index accounts for harm and cost, and because categories could be interpreted as substantially similar, study results were analyzed after the nine error categories were collapsed to six. The interrater agreement was measured using Cohen's kappa value.
Results:
Of 119 positive responses, 101 completed surveys were returned for a response rate of 85%. There were no significant differences in baseline demographics among the three groups. The overall interrater agreement for the participants, regardless of group assignment, was substantial at 0.61 (95% confidence interval [CI], 0.41-0.81). There was no difference among the kappa values of the three study groups and the tools used to aid in medication error classification. When the index was condensed from nine categories to six, the interrater agreement increased with a kappa value of 0.74 (95% CI, 0.56-0.90).
Conclusion:
Overall interrater agreement for the NCC MERP index for categorizing medication errors was substantial. The tool provided to assist with categorization did not influence overall categorization. Further refining of the scale could improve the usefulness and validity of medication error categorization.
Insights
The National Coordinating Council for Medication Error Reporting and Prevention (NCC MERP) index shows substantial agreement for categorizing medication errors. Refining the index scale may further improve its usefulness and validity in medication safety.
Area of Science:
- Healthcare quality and safety
- Medication error analysis
- Pharmacovigilance
Background:
- Medication errors pose a significant risk to patient safety.
- Standardized systems for reporting and categorizing errors are crucial for analysis and prevention.
- The National Coordinating Council for Medication Error Reporting and Prevention (NCC MERP) index is a tool used for this purpose.
Purpose of the Study:
- To determine the interrater agreement and reliability of the NCC MERP index for categorizing medication errors.
- To evaluate the impact of different categorization tools on agreement levels.
Main Methods:
- A survey was distributed to MEDMARX system users, asking them to categorize 27 medication error scenarios.
- Participants were randomly assigned to use the NCC MERP index alone, a paper-based algorithm, or a computer-based algorithm.
- Interrater agreement was measured using Cohen's kappa statistic, with the index categories collapsed from nine to six for analysis.
Main Results:
- A response rate of 85% was achieved with 101 completed surveys.
- Overall interrater agreement for the NCC MERP index was substantial (kappa = 0.61).
- Collapsing the index categories to six significantly improved interrater agreement (kappa = 0.74), with no difference observed between the categorization tools.
Conclusions:
- The NCC MERP index demonstrates substantial interrater agreement for medication error categorization.
- The provided tools did not significantly influence categorization outcomes.
- Further refinement of the NCC MERP index scale could enhance its utility and validity in medication safety initiatives.
Related Concept Videos
Systematic Error: Methodological and Sampling Errors
Sampling errors originate from improper sampling methods or the wrong sample population. These errors can be minimized by refining the sampling strategy. Defective instruments or faulty calibrations are the sources of instrumental...
Pharmaceutical Poisoning: Potential Scenarios
Guidelines for Nursing Documentation I
Factual:
The following points emphasize the significance of upholding accurate and unbiased documentation in healthcare.
Dosage Regimen: Individualization
Errors occurring during blood pressure monitoring
Several factors...
Drug Dosing: Geriatric Patients
