Development of an artificial intelligence-based nursing simulation scenario evaluation tool: a methodological study using the Real-Time Delphi method in South Korea.

Purpose: Simulation-based education plays a critical role in nursing by allowing students to acquire clinical competencies in a safe and controlled environment. However, current evaluation tools for simulation scenarios often lack standardization, resulting in inconsistencies when assessing the effe...

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Publicado en:Child Health Nursing Research Vol. 31; no. 4; pp. 257 - 272
Autores principales: Kim, Eun Joo, Park, Bitna, Kim, Geun Myun, Lim, Ji Young, Kim, Seong Kwang
Formato: questionnaire/scale research tables/charts Journal Article
Publicado: Child Health Nursing Research Oct2025
Acceso en línea:Ver este registro en EBSCOhost
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      dt: Oct2025
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      pub: Child Health Nursing Research
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        10.4094/chnr.2025.022
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        atl: Development of an artificial intelligence-based nursing simulation scenario evaluation tool: a methodological study using the Real-Time Delphi method in South Korea.
      aug:
        au:
          Kim, Eun Joo
          Park, Bitna
          Kim, Geun Myun
          Lim, Ji Young
          Kim, Seong Kwang
        affil: Associate Professor, Department of Nursing, Gangneung-Wonju National University, Wonju, Korea
      sug:
        subj:
          Instrument Construction South Korea
          Artificial Intelligence
          Simulations
          Scales
          Education, Nursing
          Human
          Funding Source
          Delphi Technique
          South Korea
          Descriptive Statistics
          Surveys
          Checklists
          Data Analysis Software
          Content Validity
      ab: Purpose: Simulation-based education plays a critical role in nursing by allowing students to acquire clinical competencies in a safe and controlled environment. However, current evaluation tools for simulation scenarios often lack standardization, resulting in inconsistencies when assessing the effectiveness of such programs. Methods: This study aimed to develop a comprehensive Nursing Simulation Scenario Evaluation Tool using the Real-Time Delphi method. A panel of 10 experts in nursing and simulation education participated in two rounds of surveys. The evaluation criteria were derived from the International Nursing Association for Clinical Simulation and Learning Standards of Best Practice and relevant literature. Survey items were refined through expert consensus using content validity ratios and coefficient of variation values. The finalized tool was further enhanced with artificial intelligence (AI)--based evaluation capabilities to support objective and systematic assessment. The tool was registered and patented in the Republic of Korea (Korean Intellectual Property Office Registration No. 10-2024-0051234) to acknowledge its innovation and technical merit. Results: The process resulted in an evaluation tool comprising eight key domains and 36 items, covering scenario structure, learning objectives, preparation, script development, debriefing, facilitation, expected outcomes, and scenario validity. A Kendall's coefficient of concordance of 0.739 indicated strong agreement among the experts. Conclusion: This study successfully developed a standardized and validated tool to improve the reliability and effectiveness of simulation-based education in nursing. The tool addresses a key gap in current educational practices and enhances consistency in evaluating nursing simulation scenarios. Future studies should focus on validating its application across diverse educational environments.
      pubtype: Academic Journal
      doctype:
        questionnaire/scale
        research
        tables/charts
        Journal Article
      ougenre: Article
    language: English
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