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A Standardized Rubric for Evaluating NCLEX Items: Traditional and Clinical Judgment Item Formats
1Author Affiliations: ATI Nursing Education, Ascend Learning, Leawood, Kansas.
Nurse Educator
|July 31, 2026
Summary
A new rubric, the NCLEX Item Evaluation Rubric (NIER), offers nurse educators a standardized method for assessing the quality of National Council Licensure Examination (NCLEX) items, improving test validity.
Area of Science:
- Nursing Education
- Assessment and Evaluation
Background:
- High-quality National Council Licensure Examination (NCLEX) items are crucial for nursing licensure preparation.
- Nurse educators currently lack standardized tools to evaluate traditional and clinical judgment item formats.
Purpose of the Study:
- To develop a structured evaluation framework for NCLEX items.
- To address concerns regarding item quality in content, construction, and cognitive demand.
Main Methods:
- The NCLEX Item Evaluation Rubric (NIER) was developed using an iterative process based on established item writing literature.
- A proof-of-concept involved 3 raters evaluating AI-generated bowtie items with the NIER.
Main Results:
- The NIER effectively differentiated item quality across 10 domains, identifying specific strengths and weaknesses.
- Preliminary interrater exact agreement was 57%, with 81% of ratings within 2 scoring points.
Conclusions:
- The NIER offers a practical and standardized framework for nurse educators to evaluate NCLEX items.
- This rubric aids in ensuring examination validity and accurate assessment of student abilities.
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