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Effects of Concept Mapping and AI Dialogue on Flow and Learning Outcomes in Simulation-Based Learning

2 de agosto de 2026 atualizado por: Yang,Bao-Huan, Chang Gung University of Science and Technology

Exploring the Impact of Flipped Classroom Combined With Concept Mapping and AI Dialogue on Students' Flow Experience and Learning Outcomes in Simulation Scenarios: From Personal Traits to Learning Practices

This mixed-methods educational study evaluates the integration of concept mapping and artificial intelligence (AI)-supported dialogue into simulation-based learning for nursing students. The learning activities include structured pre-class preparation, concept mapping, AI-supported dialogue using ChatGPT, and participation in simulated clinical scenarios. The study examines students' flow experience, defined as a state of focused engagement, and their learning outcomes.

Quantitative assessments are used to examine critical thinking, self-efficacy, communication skills, and other learning outcomes specified in the study protocol. Interviews and observations are used to explore students' learning processes and experiences. The study also examines whether individual characteristics, including openness and self-efficacy, are associated with learning practices, flow experience, and learning outcomes.

Visão geral do estudo

Descrição detalhada

Baseline Big Five personality traits will be assessed using the Chinese 15-item Big Five Inventory (BFI-15), including extraversion, agreeableness, conscientiousness, neuroticism, and openness to experience. The five personality traits will be modeled as exogenous predictors of flow experience and learning-related outcomes in the structural equation model. Flow experience will also be examined as a potential mediator between personality traits and learning-related outcomes.

Tipo de estudo

Intervencional

Inscrição (Real)

168

Estágio

  • Não aplicável

Contactos e Locais

Esta seção fornece os detalhes de contato para aqueles que conduzem o estudo e informações sobre onde este estudo está sendo realizado.

Locais de estudo

    • Guishan
      • Taoyuan, Guishan, Taiwan, 333324
        • Chang Gung University of Science and Technology

Critérios de participação

Os pesquisadores procuram pessoas que se encaixem em uma determinada descrição, chamada de critérios de elegibilidade. Alguns exemplos desses critérios são a condição geral de saúde de uma pessoa ou tratamentos anteriores.

Critérios de elegibilidade

Idades elegíveis para estudo

  • Adulto
  • Adulto mais velho

Aceita Voluntários Saudáveis

Sim

Descrição

Inclusion Criteria:

  • Nursing students enrolled in the participating pediatric nursing course and in one of the classes selected for the study.
  • Aged 18 years or older.
  • Able to read and communicate in Chinese.
  • Willing to provide written informed consent and participate in the study activities and assessments.

Exclusion Criteria:

  • Previous participation in the pilot testing or development phase of the same instructional program.
  • Students who are on leave of absence or are not expected to attend the scheduled learning activities during the study period.

Plano de estudo

Esta seção fornece detalhes do plano de estudo, incluindo como o estudo é projetado e o que o estudo está medindo.

Como o estudo é projetado?

Detalhes do projeto

  • Finalidade Principal: Outro
  • Alocação: Randomizado
  • Modelo Intervencional: Atribuição Paralela
  • Mascaramento: Nenhum (rótulo aberto)

Armas e Intervenções

Grupo de Participantes / Braço
Intervenção / Tratamento
Experimental: ChatGPT-Assisted Preparation Group
Classes randomized to this arm will complete preclass preparation for pediatric nursing simulation. Students will watch instructional videos, prepare concept maps, engage in structured dialogue with ChatGPT, and upload their work before class. The preclass activities are intended to improve learning readiness and support efficient participation in the in-class course. During class, students will participate in the same high-fidelity scenario-based simulation, virtual reality learning, and instructor-guided discussion as the comparator group.
Students watch instructional videos, prepare concept maps, and engage in structured dialogue with ChatGPT before class. They then participate in high-fidelity pediatric nursing simulation, virtual reality learning, and instructor-guided discussion. The preparation activities are intended to improve learning readiness and support efficient participation in class.
Comparador Ativo: Standard Preparation Group
Classes randomized to this arm will complete standard preclass preparation for pediatric nursing simulation. Students will watch the same instructional videos, prepare concept maps, and upload their work before class, but will not engage in structured dialogue with ChatGPT. The preclass activities are intended to improve learning readiness and support efficient participation in the in-class course. During class, students will participate in the same high-fidelity scenario-based simulation, virtual reality learning, and instructor-guided discussion as the experimental group.
Students watch the same instructional videos and prepare concept maps before class but do not engage in structured dialogue with ChatGPT. They then participate in the same high-fidelity pediatric nursing simulation, virtual reality learning, and instructor-guided discussion as the experimental group.

O que o estudo está medindo?

Medidas de resultados primários

Medida de resultado
Descrição da medida
Prazo
Change From Baseline in Pediatric Nursing Knowledge Test Score
Prazo: From baseline before the intervention to immediately after completion of all three simulation scenarios
Pediatric nursing knowledge will be assessed using a test covering fever management for an infant with febrile seizures, chest physiotherapy for a child with pneumonia, and nursing care for a child with epilepsy. Scores range from 0 to 100, with higher scores indicating greater pediatric nursing knowledge. The change score will be calculated as the post-intervention score minus the baseline score.
From baseline before the intervention to immediately after completion of all three simulation scenarios

Medidas de resultados secundários

Medida de resultado
Descrição da medida
Prazo
Change From Baseline in Critical Thinking Disposition Score
Prazo: From baseline before the intervention to immediately after completion of all three simulation scenarios
Critical thinking disposition will be assessed using a 6-item questionnaire adapted by Lin et al. from Chai et al. Each item is rated from 1 to 5. Total scores range from 6 to 30, with higher scores indicating a greater tendency to evaluate information, consider different perspectives, and use logical and analytical thinking. The change score will be calculated as the post-intervention score minus the baseline score.
From baseline before the intervention to immediately after completion of all three simulation scenarios
Change From Baseline in Self-reported Communication Competence Score
Prazo: From baseline before the intervention to immediately after completion of all three simulation scenarios
Self-reported communication competence will be assessed using the 8-item Communication Competence Scale developed by Li (2013) for nursing students. The scale assesses communication with patients and family members, including initiating communication, establishing therapeutic relationships, using verbal and nonverbal communication, identifying key information, active listening, recognizing emotions, providing health guidance, and organizing communication content. Each item is rated from 1 to 5. Total scores range from 8 to 40, with higher scores indicating greater self-reported communication competence. The change score will be calculated as the post-intervention score minus the baseline score.
From baseline before the intervention to immediately after completion of all three simulation scenarios
Change From Baseline in Learning Self-Efficacy Score
Prazo: From baseline before the intervention to immediately after completion of all three simulation scenarios
Learning self-efficacy will be assessed using the 8-item self-efficacy subscale of the Motivated Strategies for Learning Questionnaire. Each item is rated from 1 to 5. Total scores range from 8 to 40, with higher scores indicating greater confidence in successfully completing the learning tasks. The change score will be calculated as the post-intervention score minus the baseline score.
From baseline before the intervention to immediately after completion of all three simulation scenarios
Change From Baseline in Flow Experience Score
Prazo: From the baseline learning activity before the intervention to immediately after completion of all three simulation scenarios
Flow experience will be assessed using an 8-item questionnaire based on the Flow Experience Scale developed by Pearce et al. The questionnaire assesses perceived control, involvement, enjoyment, immersion, interest, altered perception of time, curiosity, and understanding of the learning activity. Each item is rated from 1 to 5. Total scores range from 8 to 40, with higher scores indicating a greater level of flow experience. The change score will be calculated as the post-intervention score minus the baseline score.
From the baseline learning activity before the intervention to immediately after completion of all three simulation scenarios
Post-intervention Perceived Learning Objective Achievement Score
Prazo: Immediately after each corresponding simulation scenario
Perceived achievement of the learning objectives will be assessed using a researcher-developed 15-item questionnaire covering fever management (4 items), chest physiotherapy (6 items), and epilepsy care (5 items). Each item is rated from 1 to 5. Total scores range from 15 to 75, with higher scores indicating greater perceived achievement of the learning objectives.
Immediately after each corresponding simulation scenario

Outras medidas de resultado

Medida de resultado
Descrição da medida
Prazo
Students in the experimental group will be invited to participate in semi-structured interviews to explore their experiences with the ChatGPT-assisted learning approach.
Prazo: Within 4 weeks after finalization of the course grades
Students' experiences with the learning approach will be explored through semi-structured interviews. The interviews will examine perceived differences from previous learning methods, advantages, learning gains, areas requiring improvement, willingness to use the approach again, and willingness to recommend the approach to students and instructors. Interview recordings will be transcribed and analyzed using thematic analysis. Findings will be reported as themes and subthemes describing students' learning experiences.
Within 4 weeks after finalization of the course grades

Colaboradores e Investigadores

É aqui que você encontrará pessoas e organizações envolvidas com este estudo.

Datas de registro do estudo

Essas datas acompanham o progresso do registro do estudo e os envios de resumo dos resultados para ClinicalTrials.gov. Os registros do estudo e os resultados relatados são revisados ​​pela National Library of Medicine (NLM) para garantir que atendam aos padrões específicos de controle de qualidade antes de serem publicados no site público.

Datas Principais do Estudo

Início do estudo (Real)

23 de setembro de 2025

Conclusão Primária (Estimado)

30 de setembro de 2026

Conclusão do estudo (Estimado)

30 de setembro de 2026

Datas de inscrição no estudo

Enviado pela primeira vez

2 de agosto de 2026

Enviado pela primeira vez que atendeu aos critérios de CQ

2 de agosto de 2026

Primeira postagem (Real)

6 de agosto de 2026

Atualizações de registro de estudo

Última Atualização Postada (Real)

6 de agosto de 2026

Última atualização enviada que atendeu aos critérios de controle de qualidade

2 de agosto de 2026

Última verificação

1 de agosto de 2026

Mais Informações

Termos relacionados a este estudo

Outros números de identificação do estudo

  • 202402091B0 (Outro identificador: Chang Gung Medical Foundation Institutional Review Board)

Plano para dados de participantes individuais (IPD)

Planeja compartilhar dados de participantes individuais (IPD)?

NÃO

Informações sobre medicamentos e dispositivos, documentos de estudo

Estuda um medicamento regulamentado pela FDA dos EUA

Não

Estuda um produto de dispositivo regulamentado pela FDA dos EUA

Não

Essas informações foram obtidas diretamente do site clinicaltrials.gov sem nenhuma alteração. Se você tiver alguma solicitação para alterar, remover ou atualizar os detalhes do seu estudo, entre em contato com register@clinicaltrials.gov. Assim que uma alteração for implementada em clinicaltrials.gov, ela também será atualizada automaticamente em nosso site .

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