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Impacts of platform-based CBL on undergraduate nursing students’ academic performance, self-efficacy, clinical decision-making and critical thinking abilities: A cluster randomized controlled trial
by
He, Lifang
, Xiao, Huimin
, Liu, Ying
, Lu, Yuanfeng
, Huang, Meichun
in
Ability
/ Academic achievement
/ Academic Performance - standards
/ Academic Performance - statistics & numerical data
/ Adult
/ Case-based learning platform
/ Clinical decision making
/ Clinical Decision-Making - methods
/ Clinical medicine
/ Clinical nursing
/ Clinical trials
/ Cluster Analysis
/ Collaboration
/ College students
/ Confidence
/ Content Validity
/ Control Groups
/ Cooperative learning
/ Critical thinking
/ Decision making
/ Decision Making Skills
/ Diagnostic Tests
/ Education, Nursing, Baccalaureate - methods
/ Educational Assessment
/ Educational Measurement - methods
/ Elementary school students
/ Evaluative Thinking
/ Experimental Groups
/ Female
/ Formative evaluation
/ Geriatrics
/ Group Discussion
/ Groups
/ Humans
/ Independent study
/ Internet
/ Learning
/ Likert scale
/ Likert Scales
/ Male
/ Measurement Techniques
/ Medical decision making
/ Medical Evaluation
/ Mobile communications networks
/ Nurses
/ Nursing
/ Nursing education
/ Nursing Students
/ Problem-Based Learning - methods
/ Problem-Based Learning - standards
/ Randomized Controlled Trials
/ Required Courses
/ Sampling
/ Self Efficacy
/ Student Centered Learning
/ Students, Nursing - psychology
/ Students, Nursing - statistics & numerical data
/ Surveys and Questionnaires
/ Teachers
/ Teaching
/ Teaching Experience
/ Teaching Methods
/ Thinking
/ Truth
/ Undergraduate nursing students
/ Undergraduate students
/ Usability
/ Young Adult
2025
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Impacts of platform-based CBL on undergraduate nursing students’ academic performance, self-efficacy, clinical decision-making and critical thinking abilities: A cluster randomized controlled trial
by
He, Lifang
, Xiao, Huimin
, Liu, Ying
, Lu, Yuanfeng
, Huang, Meichun
in
Ability
/ Academic achievement
/ Academic Performance - standards
/ Academic Performance - statistics & numerical data
/ Adult
/ Case-based learning platform
/ Clinical decision making
/ Clinical Decision-Making - methods
/ Clinical medicine
/ Clinical nursing
/ Clinical trials
/ Cluster Analysis
/ Collaboration
/ College students
/ Confidence
/ Content Validity
/ Control Groups
/ Cooperative learning
/ Critical thinking
/ Decision making
/ Decision Making Skills
/ Diagnostic Tests
/ Education, Nursing, Baccalaureate - methods
/ Educational Assessment
/ Educational Measurement - methods
/ Elementary school students
/ Evaluative Thinking
/ Experimental Groups
/ Female
/ Formative evaluation
/ Geriatrics
/ Group Discussion
/ Groups
/ Humans
/ Independent study
/ Internet
/ Learning
/ Likert scale
/ Likert Scales
/ Male
/ Measurement Techniques
/ Medical decision making
/ Medical Evaluation
/ Mobile communications networks
/ Nurses
/ Nursing
/ Nursing education
/ Nursing Students
/ Problem-Based Learning - methods
/ Problem-Based Learning - standards
/ Randomized Controlled Trials
/ Required Courses
/ Sampling
/ Self Efficacy
/ Student Centered Learning
/ Students, Nursing - psychology
/ Students, Nursing - statistics & numerical data
/ Surveys and Questionnaires
/ Teachers
/ Teaching
/ Teaching Experience
/ Teaching Methods
/ Thinking
/ Truth
/ Undergraduate nursing students
/ Undergraduate students
/ Usability
/ Young Adult
2025
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Impacts of platform-based CBL on undergraduate nursing students’ academic performance, self-efficacy, clinical decision-making and critical thinking abilities: A cluster randomized controlled trial
by
He, Lifang
, Xiao, Huimin
, Liu, Ying
, Lu, Yuanfeng
, Huang, Meichun
in
Ability
/ Academic achievement
/ Academic Performance - standards
/ Academic Performance - statistics & numerical data
/ Adult
/ Case-based learning platform
/ Clinical decision making
/ Clinical Decision-Making - methods
/ Clinical medicine
/ Clinical nursing
/ Clinical trials
/ Cluster Analysis
/ Collaboration
/ College students
/ Confidence
/ Content Validity
/ Control Groups
/ Cooperative learning
/ Critical thinking
/ Decision making
/ Decision Making Skills
/ Diagnostic Tests
/ Education, Nursing, Baccalaureate - methods
/ Educational Assessment
/ Educational Measurement - methods
/ Elementary school students
/ Evaluative Thinking
/ Experimental Groups
/ Female
/ Formative evaluation
/ Geriatrics
/ Group Discussion
/ Groups
/ Humans
/ Independent study
/ Internet
/ Learning
/ Likert scale
/ Likert Scales
/ Male
/ Measurement Techniques
/ Medical decision making
/ Medical Evaluation
/ Mobile communications networks
/ Nurses
/ Nursing
/ Nursing education
/ Nursing Students
/ Problem-Based Learning - methods
/ Problem-Based Learning - standards
/ Randomized Controlled Trials
/ Required Courses
/ Sampling
/ Self Efficacy
/ Student Centered Learning
/ Students, Nursing - psychology
/ Students, Nursing - statistics & numerical data
/ Surveys and Questionnaires
/ Teachers
/ Teaching
/ Teaching Experience
/ Teaching Methods
/ Thinking
/ Truth
/ Undergraduate nursing students
/ Undergraduate students
/ Usability
/ Young Adult
2025
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Impacts of platform-based CBL on undergraduate nursing students’ academic performance, self-efficacy, clinical decision-making and critical thinking abilities: A cluster randomized controlled trial
Journal Article
Impacts of platform-based CBL on undergraduate nursing students’ academic performance, self-efficacy, clinical decision-making and critical thinking abilities: A cluster randomized controlled trial
2025
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Overview
To compare the effects of traditional and platform-based case-based learning (CBL) on undergraduate nursing students’ academic performance, self-efficacy, clinical decision-making and critical thinking abilities.
Traditional CBL can improve students’ academic performance but faces challenges in the era of “Internet + education.” It is unclear whether platform-based CBL is as effective as traditional CBL.
Cluster randomized controlled trial.
A total of 88 undergraduate nursing students from two classes were recruited using cluster sampling and separated into two groups by class. The control group (n = 45) received traditional CBL, and the experimental group (n = 43) received platform-based CBL. Academic performance, self-efficacy, clinical decision-making, critical thinking disposition and experimental group’s learning records from the online platform were evaluated.
No difference was found between the two groups in overall academic performance, but formative evaluation and final examination scores in the course differed. Compared with the control group, the experimental group presented significant differences in self-efficacy and clinical decision-making. There was no difference between the total clinical thinking disposition scores; however, truth-seeking, systematicity and self-confidence exhibited significant differences. Concerning student progression, all experimental students advanced from “Grade I” to “Grade V” or “Grade IV”. The usability questionnaire’s average score regarding the platform was 77.03 (SD 7.43) and the top dimension was teaching utility.
Compared with traditional CBL, platform-based CBL may better enhance self-efficacy and clinical decision-making abilities in nursing undergraduate students.
Publisher
Elsevier Ltd,Elsevier Limited
Subject
/ Academic Performance - standards
/ Academic Performance - statistics & numerical data
/ Adult
/ Case-based learning platform
/ Clinical Decision-Making - methods
/ Education, Nursing, Baccalaureate - methods
/ Educational Measurement - methods
/ Female
/ Groups
/ Humans
/ Internet
/ Learning
/ Male
/ Mobile communications networks
/ Nurses
/ Nursing
/ Problem-Based Learning - methods
/ Problem-Based Learning - standards
/ Randomized Controlled Trials
/ Sampling
/ Students, Nursing - psychology
/ Students, Nursing - statistics & numerical data
/ Teachers
/ Teaching
/ Thinking
/ Truth
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