Development of a prompt template to support simulation design: Maximizing the potential of generative artificial intelligence.

• Generative AI can elevate designing simulations. • Variation exists between generative AI models in output quality and focus. • AI-generated prompt template reduces faculty workload. • Human component essential for ensuring AI-generated output reliability. Generative AI tools like ChatGPT are rapi...

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Publicado en:Clinical Simulation in Nursing Vol. 108
Autores principales: Robison, Elizabeth, Cooney, Theresa, Schwaab, Tammy, Rahman, Sami
Formato: research Journal Article
Publicado: Elsevier B.V. Nov2025
Acceso en línea:Ver este registro en EBSCOhost
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      dt: Nov2025
      vid: 108
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      pub: Elsevier B.V.
      place: New York, New York
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        10.1016/j.ecns.2025.101822
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        atl: Development of a prompt template to support simulation design: Maximizing the potential of generative artificial intelligence.
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          Robison, Elizabeth
          Cooney, Theresa
          Schwaab, Tammy
          Rahman, Sami
        affil: Northwest Florida State College, Niceville, FL 32578, USA
      sug:
        subj:
          Communication Methods
          Patient Simulation Standards
          Artificial Intelligence, Generative
          Human
          Faculty, Nursing
          Attention
          Decision Making
          Validity
          Learning
      ab: • Generative AI can elevate designing simulations. • Variation exists between generative AI models in output quality and focus. • AI-generated prompt template reduces faculty workload. • Human component essential for ensuring AI-generated output reliability. Generative AI tools like ChatGPT are rapidly changing academia and healthcare, particularly in nursing education through their ability to assist in creating clinical simulation scenarios. The key to effectively using these tools lies in prompt engineering, the careful crafting of inputs to guide AI outputs. An initiative by nurse educators explored how prompt engineering, aligned with established simulation standards, could streamline scenario design. The findings revealed variations in output quality and focus among different AI platforms (ChatGPT, CoPilot, Claude), highlighting the need for careful selection and human oversight to ensure accuracy and relevance in AI-generated simulation content. This iterative process of prompt refinement holds significant promise for creating more engaging and effective learning experiences, but AI serves as a tool that augments, not replaces, the expertise of nursing simulationists.
      pubtype: Academic Journal
      doctype:
        research
        Journal Article
      ougenre: Article
    language: English
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