Development and effects of a chatbot education program for self-directed learning in nursing students

Abstract Background Critical care nurses require adequate thinking skills to assess the condition of acutely-ill patients, make decisions, and implement appropriate interventions. Specifically, precise knowledge and swift response to mechanical ventilation-related nursing are of utmost importance. E...

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Main Authors: Jeong-won Han, Junhee Park, Hanna Lee
Format: Article
Language:English
Published: BMC 2025-06-01
Series:BMC Medical Education
Subjects:
Online Access:https://doi.org/10.1186/s12909-025-07316-2
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author Jeong-won Han
Junhee Park
Hanna Lee
author_facet Jeong-won Han
Junhee Park
Hanna Lee
author_sort Jeong-won Han
collection DOAJ
description Abstract Background Critical care nurses require adequate thinking skills to assess the condition of acutely-ill patients, make decisions, and implement appropriate interventions. Specifically, precise knowledge and swift response to mechanical ventilation-related nursing are of utmost importance. Educational needs of clinical nurses revealed a high demand for education in mechanical ventilation nursing. This study aims to develop a chatbot educational program for self-directed learning to enhance nursing students’ skills and assess its impact on clinical reasoning competency, mechanical ventilation nursing-related knowledge, self-confidence, and education satisfaction. Methods This study employed a randomized controlled trial with a pretest-posttest parallel group design. The participants included fourth-year nursing students from the Department of Nursing at a university in the “G” province in South Korea, with 31 participants in the experimental group and 29 in the control group. The experimental group had access to the Uniform Resource Locator or URL of the mechanical ventilation nursing chatbot educational program and video lectures, while the control group received only the video lectures. Results The experimental group demonstrated statistically significantly higher clinical reasoning competency (t=-5.00, p <.001), self-confidence (t=-2.62, p =.011), and satisfaction in education (t=-3.51, p <.001) compared to the control group. However, there was no statistically significant difference in knowledge (t=-0.09, p =.926). Conclusions The chatbot educational program could be an effective educational method to positively influence nursing students’ clinical reasoning competency, self-confidence, and education satisfaction. It can enhance self-directed learning among nursing students and effectively improve nursing competency. Clinical trial number Not applicable.
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spelling doaj-art-a93c5ecda88348baa4f040ab39f771e12025-08-20T02:30:42ZengBMCBMC Medical Education1472-69202025-06-0125111210.1186/s12909-025-07316-2Development and effects of a chatbot education program for self-directed learning in nursing studentsJeong-won Han0Junhee Park1Hanna Lee2College of Nursing Science, Kyung Hee UniversityDepartment of Nursing, Dongnam Health UniversityDepartment of Nursing, Gangneung-Wonju National UniversityAbstract Background Critical care nurses require adequate thinking skills to assess the condition of acutely-ill patients, make decisions, and implement appropriate interventions. Specifically, precise knowledge and swift response to mechanical ventilation-related nursing are of utmost importance. Educational needs of clinical nurses revealed a high demand for education in mechanical ventilation nursing. This study aims to develop a chatbot educational program for self-directed learning to enhance nursing students’ skills and assess its impact on clinical reasoning competency, mechanical ventilation nursing-related knowledge, self-confidence, and education satisfaction. Methods This study employed a randomized controlled trial with a pretest-posttest parallel group design. The participants included fourth-year nursing students from the Department of Nursing at a university in the “G” province in South Korea, with 31 participants in the experimental group and 29 in the control group. The experimental group had access to the Uniform Resource Locator or URL of the mechanical ventilation nursing chatbot educational program and video lectures, while the control group received only the video lectures. Results The experimental group demonstrated statistically significantly higher clinical reasoning competency (t=-5.00, p <.001), self-confidence (t=-2.62, p =.011), and satisfaction in education (t=-3.51, p <.001) compared to the control group. However, there was no statistically significant difference in knowledge (t=-0.09, p =.926). Conclusions The chatbot educational program could be an effective educational method to positively influence nursing students’ clinical reasoning competency, self-confidence, and education satisfaction. It can enhance self-directed learning among nursing students and effectively improve nursing competency. Clinical trial number Not applicable.https://doi.org/10.1186/s12909-025-07316-2Clinical reasoningEducationNurseStudentKnowledgeMechanical ventilation
spellingShingle Jeong-won Han
Junhee Park
Hanna Lee
Development and effects of a chatbot education program for self-directed learning in nursing students
BMC Medical Education
Clinical reasoning
Education
Nurse
Student
Knowledge
Mechanical ventilation
title Development and effects of a chatbot education program for self-directed learning in nursing students
title_full Development and effects of a chatbot education program for self-directed learning in nursing students
title_fullStr Development and effects of a chatbot education program for self-directed learning in nursing students
title_full_unstemmed Development and effects of a chatbot education program for self-directed learning in nursing students
title_short Development and effects of a chatbot education program for self-directed learning in nursing students
title_sort development and effects of a chatbot education program for self directed learning in nursing students
topic Clinical reasoning
Education
Nurse
Student
Knowledge
Mechanical ventilation
url https://doi.org/10.1186/s12909-025-07316-2
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