Nursing faculty development program for digital teaching competence.

BACKGROUND: Nursing faculties need to develop digital competencies to effectively use information, communication, and technology-based nursing education. PURPOSE: The study aimed to develop and apply a theory-guided faculty development program on digital teaching competencies. METHODS: A faculty development program was developed. Between March and April 2020, three five-hour web workshops participated by ninety-three faculty members were held. The program was assessed via mixed methods, combining satisfaction surveys post-workshop with content analysis of open-ended questionnaires to gauge participant evaluation of program content and learning experience. RESULTS: Participants were highly satisfied with the program contents and their opportunity for integrating digital technology into education and improving faculty proficiency in digital teaching technology. CONCLUSIONS: The program provides faculties with the self-confidence and essential skills to teach students using information, communication, and technology-based nursing education by enhancing their digital teaching competencies. It is critical to integrate both digital proficiency and nursing practice education.

Cognitive maturity of Portuguese nursing students to intervene in disasters: initial training contribution.

OBJECTIVE: To understand whether, from the perspective of coordinators/directors of nursing courses and nurses with skills in the field of disasters, nursing students have the necessary cognitive maturity to articulate the various dimensions inherent to the area of disasters, allowing efficient performance. METHOD: A study with a qualitative methodological approach, based on inductive reasoning and rigorous phenomenon description, based on exploratory research. RESULTS: Given the specificity and complexity of these phenomena, the inclusion of the disaster domain in the teaching-learning process, supporting valid knowledge construction and allowing the development and maturity of nursing students' cognitive processes, is crucial. CONCLUSION: Currently, reduced technical-scientific training in the field of disasters in Portugal constitutes a barrier in the development of nursing students' cognitive maturity, impeding their ability to respond when faced with phenomena of this complexity.

The patient safety curriculum: An interventional study on the effectiveness of patient safety education for Jordanian nursing students.

INTRODUCTION: The purpose of the study was to assess the effectiveness of the World Health Organization's (WHO) patient safety curriculum (PSC) in improving the patient safety education for nursing students in Jordanian higher education programmes. METHODS: An interventional design adopting a pre-test and post-test was used. A questionnaire survey was administered to 373 nursing students before and after the curriculum. Students were asked to complete pre-test and post-test questionnaires on self-awareness of patient safety. RESULTS: Students had moderate knowledge of factors that influence patient safety and scored as the highest, (mean 3.45, SD 0.94). The greatest improvement was in the role of the health organisation in error reporting (the mean difference was 0.97, P = 0.001). Taking into consideration the essential measurements, the results obtained after the post-test regarding the two patient safety topics showed a significant increase after completing the training, demonstrating that the patient safety course was effective. CONCLUSION: The study highlights the importance of developing a curriculum in nursing schools that incorporates patient safety education. The WHO PSC guide can be a great start in this domain.

Implementation and dissemination of physical activity-related health competence in vocational nursing training: study protocol for a cluster-randomized controlled intervention trial.

BACKGROUND: Although the nursing sector gains growing importance in an aging society, students representing the future workforce often show insufficient health. Acknowledging the health-enhancing effects of adequate physical activity, the educational system in Bavaria, Germany, has recently integrated the promotion of physical activity-related health competence (PAHCO) into the nursing curriculum. However, it cannot be assumed that PAHCO has sufficiently permeated the educational practices and routines of the nursing schools. Therefore, the goal of the present study is to examine and compare the effectiveness as well as implementation of different intervention approaches to address PAHCO in the Bavarian nursing school system. METHODS: We randomly assign 16 nursing schools (cluster-based) to four study arms (bottom-up, top-down led by teachers, top down led by external physical activity experts, control group). Schools in intervention group 1 (IG-1) develop multicomponent inventions to target PAHCO via cooperative planning (preparation, planning, and implementation phase). Intervention groups 2 and 3 (IG-2, IG-3) receive both an expert-based intervention (developed through intervention mapping) via trained mediators to address PAHCO. External physical activity experts deliver the structured PAHCO intervention in IG-2, while teachers from the nursing schools themselves conduct the PAHCO intervention in IG-3. In line with a hybrid effectiveness implementation trial, we apply questionnaire-based pre-post measurements across all conditions (sample size calculation: nfinal = 636) to examine the effectiveness of the intervention approaches and, simultaneously, draw on questionnaires, interview, and protocol data to examine their implementation. We analyze quantitative effectiveness data via linear models (times-group interaction), and implementation data using descriptive distributions and content analyses. CONCLUSION: The study enables evidence-based decisions about the suitability of three intervention approaches to promote competencies for healthy, physically active lifestyles among nursing students. The findings inform dissemination activities to effectively reach all 185 schools of the Bavarian nursing system. TRIAL REGISTRATION: Clinical trials NCT05817396. Registered on April 18, 2023.

Baby Date: a mobile application for teaching nursing care to newborns in primary care.

OBJECTIVE: to develop and validate a mobile application for teaching undergraduates about the first nursing visit to a newborn in primary care. METHOD: methodological study with an Instructional Design framework; content drawn up from scientific documents on caring for newborns and their families, supported by the results of an integrative review on the subject. The Integrated Development Environment Android Studio 4.0.1 tool and the IntelliJ IDEA platform were used to build the digital technology. Experts validated content and students evaluated navigability. RESULTS: the final version of the mobile application contains 67 screens grouped into 12 sections with random access. The device is presented on the introductory screen; this is followed by content on the physical examination, neonatal screening, nutrition, oral health, the vaccination calendar, growth, development, danger signs, and accident prevention; at the end, there is a fact sheet and references. Audiovisual resources (texts, images, and videos) complement the application; experts presented a Content Validity Index (CVI) = 1.00; for nursing students all the items had a CVI = 1.00; only the item "layout and presentation" had a CVI = 0.95. CONCLUSION: the digital technology received a satisfactory evaluation from experts and students. It is innovative in child health care, with the potential to be used in the teaching-learning process of nursing students. BACKGROUND: (1) The mobile application provides content for newborn care in primary care. (2) The mobile application directs the nurse's consultation through evidence of care. (3) The mobile application can be used offline, offering knowledge at any time and place. (4) Navigation does not require a specific order, which gives the user freedom. (5) The mobile application promotes quality care in the first consultation with the newborn in primary care.

Suicide prevention in a virtual environment: a roadmap for simulation-based education.

OBJECTIVE: to build and validate a simulation-based education roadmap on suicide prevention in the virtual environment. METHOD: methodological research subdivided into a development and validation stage. The roadmap was built using a previously drafted template based on international guidelines on good clinical simulation practices and scientific literature on suicide prevention in the virtual environment. For validation, the roadmap was validated by experts through self-application of an assessment form with answers based on "adequate, fair, and inadequate", with a field for suggestions. Descriptive statistics and the Content Validity Index (CVI≥0.8) were used. RESULTS: nine experts took part in the study, the majority of whom were nurses (66.7%), female (55.6%), with an average age of 42.22 years. All the items in the roadmap met the acceptance criteria (CVI≥0.8). CONCLUSION: this study provides a useful roadmap for teaching suicide prevention in the virtual environment. BACKGROUND: (1) Innovative study on suicide prevention, simulated teaching, and the virtual environment. (2) Script validated by experts and available in full for simulated teaching. (3) Introduction of a prototype of a fictional virtual social network for simulated practice. (4) Results indicated the appropriateness of the construction, with good agreement in the analyses. (5) The script enhances professional training and development in the mental health context.

Analysis of the Effect of High-Simulation Teaching on Nursing Students' Learning of Nursing Knowledge on Double J Tubes after Ureteral Soft Scope Lithotomy.

OBJECTIVE: To study the effect of high-simulation teaching on nursing students' learning knowledge related to stoma tube care after ureteral flexible mirror lithotripsy. METHODS: A total of 80 nursing students who were admitted to our hospital from January 2020 to December 2022 were selected as the study objects. They were divided into the control group (traditional teaching) and observation group (high-simulation teaching based on traditional teaching) in accordance with teaching method. General demographic information and specialty theory, Objective Structured Clinical Examination, Chinese Critical Thinking Disposition Inventory, Teaching Quality Evaluation Scale and System for Evaluation of Teaching Qualities scores were collected from both groups of nursing students. Data were analysed with t- and chi-square tests. RESULTS: The general demographics of the two groups were not statistically significantly different (p > 0.05). No significant differences in examination scores, clinical skills, thinking skills, teaching quality and nursing students' satisfaction were found between the two groups before teaching (p > 0.05). Examination scores, clinical skills, thinking skills, teaching quality and nursing students' satisfaction were higher in the observation group than in the control group after teaching (p < 0.05). CONCLUSIONS: High-simulation teaching can effectively improve theoretical and clinical skill examination results, strengthen critical thinking, and improve teaching quality and nursing students' overall satisfaction with teaching. Therefore, it has application value.

The effectiveness of virtual reality technology in student nurse education: A systematic review and meta-analysis.

AIM: The purpose of this study was to analyze the effectiveness of virtual reality technology in nursing education. BACKGROUND: Virtual reality technology is regarded as one of the advanced and significant instructional tools in contemporary education. However, its effectiveness in nursing education remains a subject of debate, and there is currently limited comprehensive research discussing the impact of varying degrees of virtual technology on the educational effectiveness of nursing students. DESIGN: Systematic review and meta-analysis. METHODS: The present systematic review and meta-analysis were applied according to the Preferred Reporting Items for Systematic reviews and Meta-Analyses (PRISMA) statement. The PubMed, Embase, CINAHL, ProQuest, Cochrane Library, Web of Science, and Scopus were searched for relevant articles in the English language. The methodologies of the studies evaluated were assessed using Cochrane Risk of Bias2 (ROB 2) tool and Joanna Briggs Institute (JBI) assessment tool. We took the learning satisfaction, knowledge, and skill performance of nursing students as the primary outcomes, and nursing students' self-efficacy, learning motivation, cognitive load, clinical reasoning, and communication ability were assessment as secondary outcomes. The meta-analysis was performed using R 4.3.2 software according to PRISMA guidelines. Heterogeneity was assessed by I2 and P statistics. Standardized mean difference (SMD) and 95 % confidence intervals (CIs) were used as effective indicators. RESULTS: Twenty-six studies were reviewed, which involved 1815 nursing students. The results showed that virtual reality teaching, especially immersive virtual reality, was effective in improving nursing students' learning satisfaction (SMD: 0.82, 95%CI: 0.53-1.11, P < 0.001), knowledge (SMD: 0.56, 95%CI: 0.34-0.77, P < 0.001), skill performance (SMD: 1.13, 95 % CI: 0.68-1.57, P < 0.001), and self-efficacy (SMD: 0.64, 95%CI: 0.21,1.07, P < 0.001) compared to traditional teaching methods. However, the effects of virtual reality technology on nursing students' motivation, cognitive load, clinical reasoning, and communication ability were not significant and require further research. CONCLUSIONS: The results of this study show that virtual reality technology has a positive impact on nursing students. Nonetheless, it is crucial not to underestimate the effectiveness of traditional education methods, and future research could analyze the impact of different populations on nursing education while improving virtual reality technology, to more comprehensively explore how to improve the quality of nursing education. Moreover, it is imperative to emphasize the integration of virtual education interventions with real-world experiences promptly. This integration is essential for bridging the gap between the virtual learning environment and real-life scenarios effectively. REGISTRATION NUMBER: CRD42023420497 (https://www.crd.york.ac.uk/PROSPERO/#recordDetails).

Effects of Standardized Patient Simulation and Mobile Applications on Nursing Students' Clinical Competence, Self-Efficacy, and Cultural Competence: A Quasi-Experimental Study.

BACKGROUND: Simulation-based education has emerged as an effective approach in nursing education worldwide. We aimed to evaluate the effectiveness of a surgical nursing education program based on a simulation using standardized patients and mobile applications among nursing students. METHODS: A mixed-methods design with a quasi-experimental longitudinal approach and focus group interviews was employed. The data were collected from 130 third-year nursing students at three different time points who were equally divided into experimental and control groups. This study measured the level of clinical surgical nursing competence, self-efficacy in clinical performance, cultural competence, and satisfaction with simulation experience. Four focus group interviews were conducted using open-ended questions to explore the participants' perspectives on the course's efficacy and satisfaction. RESULTS: There were statistically significant differences in clinical surgical nursing competence (F = 8.68, p < 0.001), self-efficacy in clinical performance (F = 13.56, p < 0.001), and cultural competence (F = 10.35, p < 0.001) across time between the intervention and control groups. Student satisfaction with the simulation-based training was high, particularly regarding debriefing and reflection, with an overall mean satisfaction level of 4.25 (0.40). Students' perspectives regarding integrated hybrid training are categorized into three themes: educational achievement, dynamic learning experiences, and satisfaction and suggestion. CONCLUSION: Simulation-based learning provides a dynamic and immersive educational experience that enables undergraduate nursing students to develop and refine essential clinical skills while also fostering confidence and cultural competence.

Work With ChatGPT, Not Against: 3 Teaching Strategies That Harness the Power of Artificial Intelligence.

BACKGROUND: Technological advances have expanded nursing education to include generative artificial intelligence (AI) tools such as ChatGPT. PROBLEM: Generative AI tools challenge academic integrity, pose a challenge to validating information accuracy, and require strategies to ensure the credibility of AI-generated information. APPROACH: This article presents a dual-purpose approach integrating AI tools into prelicensure nursing education to enhance learning while promoting critical evaluation skills. Constructivist theories and Vygotsky's Zone of Proximal Development framework support this integration, with AI as a scaffold for developing critical thinking. OUTCOMES: The approach involves practical activities for students to engage with AI-generated content critically, thereby reinforcing clinical judgment and preparing them for AI-prevalent health care environments. CONCLUSIONS: Incorporating AI tools such as ChatGPT into nursing curricula represents a strategic educational advancement, equipping students with essential skills to navigate modern health care.

The effect of interactive learning method on nursing students' learning of movement requirement: A randomized controlled study.

BACKGROUND: Interactive learning is one of the active learning methods used to develop students' knowledge and skills. OBJECTIVES: This study was conducted to determine the effect of the interactive learning method with questions prepared according to Bloom's taxonomy on nursing students' learning of the need for movement. DESIGN: It is a randomized controlled study conducted in May 2023. PARTICIPANTS: This study was conducted with 134 first-year nursing students taking the Fundamentals of Nursing course. The students were randomly divided into control (n = 67) and experimental (n = 67). METHOD: The data was collected by using a form delineating descriptive characteristics, a test assessing the necessity of movement knowledge, an analysis of a specific case study, and an assessment form for gathering student opinions on interactive learning. The queries within the data collection form were tailored to align with Bloom's taxonomy. Following the theoretical instruction, each student participated in the mobility needs knowledge test and case analysis (pre-test). The instructional session for the control group involved conventional lecture-style teaching supplemented with a question-and-answer format, while the experimental group received instruction through an interactive learning approach. One week subsequent to this, all students retook the mobility needs knowledge test and case analysis (post-test). Subsequently, feedback regarding the interactive learning method was solicited from the students. RESULTS: The knowledge test revealed a statistically significant difference, with the control group exhibiting a higher median comprehension score in the post-test compared to the experimental group (p < 0.05). Regarding the case analysis, statistical analysis demonstrated that the experimental group surpassed the control group in median scores for comprehension, synthesis, and total scores, with a significant difference (p < 0.05). Additionally, most students expressed favorable opinions toward the interactive learning approach. CONCLUSIONS: It is recommended that studies on interactive learning be repeated in different subjects in nursing education. CLINICALTRIALS: gov ID:NCT05868278.

Comparison of the impact of team-based learning and lecture-based learning on nursing students' core competencies: A systematic review and meta-analysis.

AIM: This study aims to evaluate the effect of team-based learning on the core competence of nursing students compared with traditional teaching methods. BACKGROUND: In recent years, team-based learning has been widely used as a learning and teaching method in the world. Not only the necessary knowledge, skills and attitudes, but also the core competence is necessary to cope with various clinical situations for nursing students. However, the effect of this new teaching method on core competence of nursing students is not consistent. DESIGN: The study was designed according to the preferred reporting entries guidelines statement for systematic reviews and meta-analyses and population, intervention, comparison, outcome and study. METHODS: Data were collected from PubMed, Embase, Web of Science, ScienceDirect and Scopus. The quality of studies was assessed using "The Newcastle Ottawa scale". A random-effect model of meta-analyses was conducted to generate pooled standardized mean differences (SMD) for core competence using Rev Man 5.4.1 software and STATASE 15. Moreover, subgroup, heterogeneity, sensitivity and publication bias analyses were conducted. RESULTS: A total of 14 articles with 1942 participants were included in the meta-analysis. Compared with the traditional pedagogy among nursing students, team-based learning pedagogy significantly increased theoretical performance, professional effects (self-directed learning ability and communication ability) but did not affect practice skills. In addition, one study found that learning attitudes were not improved in students with high or low academic performance. This might mean that the teaching model should be implemented for a long time, which essentially changed students' learning attitudes to improve students' self-directed learning ability and core competence, especially for students with low scores. CONCLUSIONS: In summary, findings indicated that team-based learning pedagogical approaches might be beneficial to improve teaching quality in nursing education. However, practice skills might not be sensitive to team-based learning because of the seriation of the original course. Nursing educators need to explore teaching strategies to cultivate high-quality nursing talents to cultivate nursing students with core competence and ensure that they are successfully qualified for new employment.

Enhancing nursing education for Indigenous students: Indigenous nursing students' insights and strategies.

BACKGROUND: Indigenous nursing students contended with far-reaching challenges during the pandemic that significantly altered their experiences of nursing education. These experiences are poorly understood by nursing educators and strategies for Indigenous nursing student success rarely involve the insights of current Indigenous nursing students. AIM: The aim of this article is to offer Indigenous-student derived recommendations regarding strategies for improving their experiences and success within nursing education during the pandemic and beyond. DESIGN AND METHODS: This qualitative study employed an Indigenous methodology including land-based learning, ceremony, and sharing circles. PARTICIPANTS AND SETTING: Indigenous nursing students (n = 17) from a Western Canadian school of nursing participated in one of three sharing circles. RESULTS: Indigenous nursing students recommended institutional and program adaptations along with increases to cultural safety for enhancing their experience in nursing education. Institutional and program strategies included: decreasing course loads and class sizes; an Indigenous-specific cohort; a transition program after course failure; increasing academic supports such as additional clinical skills and academic writing practice. Recommendations for increasing cultural safety included: mandatory and recurrent cultural safety training for faculty, staff and students; differential learning and evaluation strategies; and increased inclusion of Indigenous ceremonies and practices. CONCLUSION: The findings of this study provide insights that can help guide curriculum development, pedagogical approaches, and policy development to improve nursing education for Indigenous students.

A spark of change: developing an innovative gerontological nursing intervention mapping initiative for training and education (IGNITE).

BACKGROUND: With an aging global population and advancements in medical technology, there is an urgent need for innovative gerontological nursing education programs. This study aimed to develop and evaluate the Innovative Gerontological Nursing Intervention Mapping Initiative for Training and Education (IGNITE) program. This program is a digital platform-based postgraduate nursing curriculum that employs the Intervention Mapping Approach (IMA) and Transformative Learning Theory to address the evolving needs of gerontological nursing. METHODS: The IGNITE program's development process encompassed a comprehensive approach, including needs assessment, mapping of course objectives, integration of theory-based methods and strategies, course design, implementation, and rigorous evaluation. The pilot evaluation study involved pre- and post-tests focused on ageism, attitudes towards elder care, knowledge about older adults, transformative behavior change, and program satisfaction. The findings revealed significant improvements across all these dimensions, affirming the effectiveness of the program. RESULTS: The program leveraged experiential learning, critical reflection, and rational discourse to facilitate transformative educational experiences. Notably, pre- and post-test comparisons showed marked improvements in attitudes towards older adult care and dementia care knowledge. Participants expressed high satisfaction with the program, with significant reported changes in transformative behaviors. The study also illuminated the initial negative attitudes of clinical nurses towards older adults and underscored the importance of transformative learning experiences in fostering empathy and understanding. CONCLUSIONS: The IGNITE program lays a foundational framework for developing educational materials that promote transformative learning and self-reflection among healthcare professionals. This approach can lead to innovative nursing practices and personal growth. The application of the IMA and Transformative Learning Theory in gerontological nursing education shows significant promise. Future research should focus on exploring the long-term impacts of such programs and their applicability in diverse healthcare settings.

Clinical virtual simulation: predictors of user acceptance in nursing education.

BACKGROUND: Using virtual patients integrated in simulators expands students' training opportunities in healthcare. However, little is known about the usability perceived by students and the factors/determinants that predict the acceptance and use of clinical virtual simulation in nursing education. OBJECTIVES: To identify the factors/determinants that predict the acceptance and use of clinical virtual simulation in learning in nursing education. METHODS: Observational, cross-sectional, analytical study of the use of clinical virtual simulation in nursing to answer the research question: What factors/determinants predict the acceptance and use of a clinical virtual simulator in nursing education? We used a non-probabilistic sampling, more specifically a convenience sample of nursing degree students. The data were collected through a questionnaire adapted from the Technology Acceptance Model 3. In technology and education, the Technology Acceptance Model is a theoretical model that predicts the acceptance of the use of technology by users. RESULTS: The sample comprised 619 nursing students, who revealed mean values of perceived usefulness (M = 5.34; SD = 1.19), ease of use (M = 4.74; SD = 1.07), and intention to use the CVS (M = 5.21; SD = 1.18), in a Likert scale of seven points (1-the worst and 7 the best possible opinion). This study validated the use of Technology Acceptance Model 3 adapted and tested the related hypotheses, showing that the model explains 62% of perceived utility, 32% of ease of use, and 54% of intention to use the clinical virtual simulation in nursing by nursing students. The adequacy of the model was tested by analysis of the direct effects of the relationships between the internal constructs (PU-BI, ß = 0.11, p = 0.012; PEOU-BI, ß = -0.11, p = 0.002) and the direct relations between some of the constructs internal to the Technology Acceptance Model 3 and the external determinants Relevance for learning and Enjoyability. In the proposed model, the external constructs that best predicted perceived usefulness, ease of use, and behaviour intention to use the clinical virtual simulation in nursing were Relevance for learning and Enjoyability. CONCLUSIONS: These study results allowed us to identify relevance for learning and enjoyability as the main factors/determinants that predict the acceptance and use of clinical virtual simulation in learning in nursing.

Online degree programmes in nurse education-Students' perceptions and academic performance: An integrative review.

OBJECTIVES: The aim of this integrative review is to identify, describe, and synthesise evidence regarding students' perceptions of online degree programmes in nurse education, their academic performance, and the factors associated with their academic performance. DESIGN: Integrative review. DATA SOURCES: Four databases, CINAHL, ERIC (Ebsco), PubMed/MEDLINE, and Web of Science were searched. The reference lists of included studies were reviewed to identify other relevant studies. REVIEW METHODS: Whittemore and Knafl's method was used as a guideline for the integrative review. Peer-reviewed studies describing students' perceptions of-or academic performance in-online degree programmes in nurse education were included in the review without time limitations. The quality of the selected article was assessed using the Mixed Method Appraisal Tool. RESULTS: Nursing students' perceptions of online degree programmes were categorised into enabling career development, content delivered online, and community belonging. Factors related to student's academic performance were associated with individual students and the characteristics of online learning environments. Factors associated with students' academic performance were individual self-direction, formal communication skills, and working and educational backgrounds. Factors associated with academic performance in an online learning environment were categorised into regular feedback and methods for learning. CONCLUSIONS: Online degree programmes in nurse education contribute to developing pedagogy through a satisfactory work-life balance, students' experiences of community and support, pleasant digital content, and various teaching methods by faculties. The study findings of this review have implications for educators to develop and adopt strategies for advancing digital environments with the pedagogy that supports community building to meet the needs of individual students.

Enhancing prone positioning and skin damage prevention education: A randomized controlled non-inferiority trial comparing a digital education hub (PRONEtect) and a traditional lecture on final-year nursing participants' confidence and knowledge.

INTRODUCTION: The incidence of pressure ulcers remains high in patients with moderate to severe acute respiratory distress syndrome, ventilated in the prone position. A digital platform, dedicated to prone positioning and skin/tissue damage education was developed. OBJECTIVE: To evaluate the impact of the PRONEtect Education Hub versus a traditional lecture on final-year nursing students' confidence levels and knowledge in a non-inferiority study. DESIGN: A multicenter, non-blinded, parallel-group, non-inferiority study with equal randomization (1:1 allocation) was conducted at two nursing schools in Belgium. CLINICALTRIALS: gov (NCT05575869). METHODS: Following baseline assessments, the control group received a 1-h classroom lecture, and the experimental group gained access to the PRONEtect website. Three weeks later, participants completed the knowledge, confidence, and visual knowledge assessment. RESULTS: At baseline, 67 of the 80 participants completed the assessments and post-intervention, 28 and 27 participants respectively completed the confidence, knowledge, and visual knowledge assessments (dropout rate of 66.25%). Confidence levels: a mean ratio of relative change from baseline = 0.96 (Control (C)/Experimental (E)); 97.5% confidence interval (CI): 0.74 to 1.26; p = 0.74. Knowledge assessment: a mean difference in change from baseline = 1.58 (C-E); 97.5% CI: -0.58 to 3.75; p = 0.1. Although confidence and knowledge scores increased in both groups, the study cannot conclude non-inferiority. CONCLUSIONS: The trade-off between the inability to conclude efficacy of the impact of the website and the benefit of having an accessible educational platform on prone positioning and skin damage prevention makes the PRONEtect Education Hub an acceptable adjunct to traditional lecturing.

Assessing question characteristic influences on ChatGPT's performance and response-explanation consistency: Insights from Taiwan's Nursing Licensing Exam.

BACKGROUND: Investigates the integration of an artificial intelligence tool, specifically ChatGPT, in nursing education, addressing its effectiveness in exam preparation and self-assessment. OBJECTIVE: This study aims to evaluate the performance of ChatGPT, one of the most promising artificial intelligence-driven linguistic understanding tools in answering question banks for nursing licensing examination preparation. It further analyzes question characteristics that might impact the accuracy of ChatGPT-generated answers and examines its reliability through human expert reviews. DESIGN: Cross-sectional survey comparing ChatGPT-generated answers and their explanations. SETTING: 400 questions from Taiwan's 2022 Nursing Licensing Exam. METHODS: The study analyzed 400 questions from five distinct subjects of Taiwan's 2022 Nursing Licensing Exam using the ChatGPT model which provided answers and in-depth explanations for each question. The impact of various question characteristics, such as type and cognitive level, on the accuracy of the ChatGPT-generated responses was assessed using logistic regression analysis. Additionally, human experts evaluated the explanations for each question, comparing them with the ChatGPT-generated answers to determine consistency. RESULTS: ChatGPT exhibited overall accuracy at 80.75 % for Taiwan's National Nursing Exam, which passes the exam. The accuracy of ChatGPT-generated answers diverged significantly across test subjects, demonstrating a hierarchy ranging from General Medicine at 88.75 %, Medical-Surgical Nursing at 80.0 %, Psychology and Community Nursing at 70.0 %, Obstetrics and Gynecology Nursing at 67.5 %, down to Basic Nursing at 63.0 %. ChatGPT had a higher probability of eliciting incorrect responses for questions with certain characteristics, notably those with clinical vignettes [odds ratio 2.19, 95 % confidence interval 1.24-3.87, P = 0.007] and complex multiple-choice questions [odds ratio 2.37, 95 % confidence interval 1.00-5.60, P = 0.049]. Furthermore, 14.25 % of ChatGPT-generated answers were inconsistent with their explanations, leading to a reduction in the overall accuracy to 74 %. CONCLUSIONS: This study reveals the ChatGPT's capabilities and limitations in nursing exam preparation, underscoring its potential as an auxiliary educational tool. It highlights the model's varied performance across different question types and notable inconsistencies between its answers and explanations. The study contributes significantly to the understanding of artificial intelligence in learning environments, guiding the future development of more effective and reliable artificial intelligence-based educational technologies. TWEETABLE ABSTRACT: New study reveals ChatGPT's potential and challenges in nursing education: Achieves 80.75 % accuracy in exam prep but faces hurdles with complex questions and logical consistency. #AIinNursing #AIinEducation #NursingExams #ChatGPT.