Clinical practice is complex and requires a consistent assessment process to effectively navigate student evaluation. Nursing programs must ensure that assessment methods measure entry-to-practice competencies. A clear description of expectations and a consistent approach to the evaluation of student performance is required. A quality improvement…

Automatic item generation may supply many items instantly and efficiently to assessment and learning environments. Yet, the evaluation of item quality persists to be a bottleneck for deploying generated items in learning and assessment settings. In this study, we investigated the utility of using large-language models, specifically Llama 3-8B, for…