Artificial intelligence in virtual reality simulation for interprofessional communication training: Mixed method study.

BACKGROUND: Virtual reality simulations are shown to be an effective approach for interprofessional nurse-physician communication training. However, its scalability is constrained by unequal medical-nursing cohort size, rendering a great challenge for all nursing students to form an interprofessional team with medical students. With the evolution of artificial intelligence (AI), an AI medical team player can be integrated into virtual reality simulations for more nursing students to engage in interprofessional team training. OBJECTIVES: To describe the development of a novel AI-enabled virtual reality simulation (AI-enabled VRS) and to evaluate nursing students' competencies and experiences in communicating with an AI medical doctor. METHODS: A mixed-methods design using a one-group pretest-posttest design and focus group discussions were employed in the evaluation phase. Nursing students from a university were recruited to undertake the 2-hour AI-enabled VRS. Pre-test and post-tests were administered to evaluate the participants' communication knowledge and self-efficacy. Survey questionnaires were administered to examine their experiences with the virtual reality environment and the AI doctor. Five focus group discussions were conducted to gain deeper insight into their learning experiences. RESULTS: The participants demonstrated significant improvements in communication knowledge and interprofessional communication self-efficacy after the learning. They reported positively on the acceptability, feasibility and usability of the AI-enabled VRS. The subscale of "human-like" feature of the AI medical doctor was rated the lowest. Three themes surrounding participants' experiences of the virtual learning emerged: "relate to the real world", "artificial intelligence versus human intelligence" and "complement with face-to-face learning". CONCLUSIONS: This study demonstrates initial evidence on the potential of AI-enabled VRS in fostering nursing students' learning on interprofessional communication skills. The findings have also provided insights on how to improve the AI-enabled VRS, in particular, the expressiveness of the AI pedagogical agent and facilitating more dialogue trainings with learner-agent conversations.

The Effect of a Sepsis Interprofessional Education Using Virtual Patient Telesimulation on Sepsis Team Care in Clinical Practice: Mixed Methods Study.

BACKGROUND: Improving interprofessional communication and collaboration is necessary to facilitate the early identification and treatment of patients with sepsis. Preparing undergraduate medical and nursing students for the knowledge and skills required to assess, escalate, and manage patients with sepsis is crucial for their entry into clinical practice. However, the COVID-19 pandemic and social distancing measures have created the need for interactive distance learning to support collaborative learning. OBJECTIVE: This study aimed to evaluate the effect of sepsis interprofessional education on medical and nursing students' sepsis knowledge, team communication skills, and skill use in clinical practice. METHODS: A mixed methods design using a 1-group pretest-posttest design and focus group discussions was used. This study involved 415 undergraduate medical and nursing students from a university in Singapore. After a baseline evaluation of the participants' sepsis knowledge and team communication skills, they underwent didactic e-learning followed by virtual telesimulation on early recognition and management of sepsis and team communication strategies. The participants' sepsis knowledge and team communication skills were evaluated immediately and 2 months after the telesimulation. In total, 4 focus group discussions were conducted using a purposive sample of 18 medical and nursing students to explore their transfer of learning to clinical practice. RESULTS: Compared with the baseline scores, both the medical and nursing students demonstrated a significant improvement in sepsis knowledge (P<.001) and team communication skills (P<.001) in immediate posttest scores. At the 2-month follow-up, the nursing students continued to have statistically significantly higher sepsis knowledge (P<.001) and communication scores (P<.001) than the pretest scores, whereas the medical students had no significant changes in test scores between the 2-month follow-up and pretest time points (P=.99). A total of three themes emerged from the qualitative findings: greater understanding of each other's roles, application of mental models in clinical practice, and theory-practice gaps. The sepsis interprofessional education-particularly the use of virtual telesimulation-fostered participants' understanding and appreciation of each other's interprofessional roles when caring for patients with sepsis. Despite noting some incongruities with the real-world clinical practice and not encountering many sepsis scenarios in clinical settings, participants shared the application of mental models using interprofessional communication strategies and the patient assessment framework in their daily clinical practice. CONCLUSIONS: Although the study did not show long-term knowledge retention, the use of virtual telesimulation played a critical role in facilitating the application of mental models for learning transfer and therefore could serve as a promising education modality for sepsis training. For a greater clinical effect, future studies could complement virtual telesimulation with a mannequin-based simulation and provide more evidence on the long-term retention of sepsis knowledge and clinical skills performance.

Translation of an evidence-based virtual reality simulation-based interprofessional education into health education curriculums: An implementation science method.

BACKGROUND: The development of interprofessional competencies through an evidence-based program is paramount to nurture a collaborative practice-ready workforce for patient-centered care and safety. AIMS: To describe an implementation science approach for translation of an evidence-based virtual reality simulation-based interprofessional education (VR-Sim-IPE) program into medical and nursing curriculums, and to evaluate the implementation outcomes. METHODS: Implementation strategies from the "Expert Recommendations for Implementing Change" were used to support implementation of the VR-Sim-IPE program. This included recruiting and training 28 practicing clinicians as facilitators to deliver the program to 599 medical and nursing students. Proctor's conceptual framework for implementation outcomes was applied with multiple data collection methods to evaluate the VR-Sim-IPE program. An online survey was administered to measure the levels of acceptability, appropriateness, feasibility, and adoption. Forty-four sessions of structured observations were carried out to examine the facilitators' implementation fidelity. Individual interviews were conducted with 15 facilitators to identify the facilitators and barriers to the program implementation. An implementation cost analysis was also conducted. RESULTS: Both facilitators and students had positive perceptions of the acceptability, adoption, appropriateness, and feasibility of the VR-Sim-IPE program. Facilitators were observed to implement the program with high fidelity, including program adherence, dosage, quality of delivery, and student responsiveness. While opportunities to contribute and learn, as well as receiving training and support, were identified as facilitators to implementation, the lack of familiarity with the virtual environment, varying levels of student participation, and facilitating interprofessional groups were reported barriers. The implementation costs amounted to USD45,648.50. CONCLUSION: The evaluation of implementation outcomes identifies strategies for future implementation that could potentially enhance program acceptance, reduce implementation cost, improve penetration, and achieve program sustainability. These include increasing facilitation group size, preparing students to be active participants, and incorporating interprofessional facilitation skills in facilitators' training.

Wow, woo, win"- Healthcare students' and facilitators' experiences of interprofessional simulation in three-dimensional virtual world: A qualitative evaluation study.

BACKGROUND: In an age disrupted by COVID-19 pandemic, three-dimensional virtual world (3DVW) offers an opportunity for healthcare students from different higher education institutions to participate in interprofessional education. Despite its growing evidence, there is a need to unravel the complex learning process in order to ensure high quality of interprofessional education delivery. AIM: This study aimed to explore the experiences of healthcare students and facilitators on the use of 3DVW for interprofessional team-based virtual simulation. METHODS: Interprofessional teams, each comprising six different healthcare students (Medicine, Nursing, Pharmacy, Physiotherapy, Occupational Therapy, and Medical Social Work) and two clinicians who acted as facilitators, logged into the 3DVW from their own remote locations to participate in team-based care delivery that included an interprofessional bedside round and a family conference. A qualitative descriptive study was conducted on a purposive sample of 30 healthcare students and 12 facilitators using focus group discussions and individual interviews. RESULTS: Four themes emerged from their experiences: the "wow experience", authentic experience on collaborative care, ease of learning, and preeminent role of the facilitator. The simulation provided the "wow" experiences through contextual, collaborative and experiential learning approaches. Despite technical challenges, the participants were wooed by the comforts of learning from home and the psychological safety in virtual environment. The facilitators played a critical role in optimizing learning engagement to win learners over. CONCLUSION: Our study explicates how attention to the "wow, woo and win" trilateral factors can transform the interprofessional learning experiences offered by 3DVW simulation. Future developments in the use of this learning technology should include developing the clinicians' facilitation skills and the provision of technical support to make this 3DVW a success calls in winning students' learning engagement.

Perceptions of Singaporean patients living with implantable cardioverter defibrillators: an exploratory qualitative study.

BACKGROUND: Despite the increasing use of implantable cardioverter defibrillators (ICDs) as a preventive approach for high-risk patients with arrhythmias, little is known about the perceptions of ICD recipients regarding these devices and their impact on quality of life. OBJECTIVES: To explore perceptions towards quality of life, coping strategies, and learning needs of patients living with ICDs in Singapore. METHODS: 16 participants (age ranges 52 to 84 years old) were purposively recruited and interviewed individually for this exploratory qualitative study. Data collected was analyzed using thematic analysis. RESULTS: Seven themes emerged: experiencing ICD shocks, ambivalent "love-hate" relationship with ICD, receiving support from healthcare professionals and social networks, attaining acceptance and returning to normalcy, physical coping, emotional coping, and readiness and need for enhanced patient education. CONCLUSIONS: With an insight to the perceptions of ICD recipients in Singapore, future practice can focus on addressing their concerns and improve post-implantation quality of life.

Perceptions and experiences of patients living with implantable cardioverter defibrillators: a systematic review and meta-synthesis.

BACKGROUND: Sudden cardiac deaths have become a growing major public health concern that affects the world. Despite the various etiologies, life-threatening cardiac arrhythmias attribute the main cause of sudden cardiac deaths. Therefore in certain groups of high-risk patients, the Implantable Cardioverter Defibrillator (ICD) has been recommended as either a secondary or primary prophylactic method of prevention. OBJECTIVE: To summarise the perceptions of ICD recipients and provide an overview of their experiences with regards to the quality of life, coping strategies, and learning needs. METHODS: A systematic search was conducted using CINAHL, MEDLINE, PsycINFO, Scopus, Cochrane Library, and Web of Science. Primary research articles published from January 2005 to January 2016 that met the inclusion criteria were selected and assessed for methodological quality. RESULTS: Thirty-nine articles consisting of 16 qualitative studies, 22 quantitative studies, and 1 mixed methods study were included for the meta-synthesis. Findings extracted from these studies were grouped into eight subthemes with 'living the ICD experience: a constant process of redefining oneself' emerging as an over-arching theme. CONCLUSION: This review provides insight into the perspectives and experiences of ICD recipients. Current evidence highlights the need for healthcare professionals to improve future care standards and develop a patient-centric holistic program that meets the specific needs of ICD recipients. Moreover, future studies are required to address the research gaps identified and also explore the perceptions of patients living with ICD in the Asian context.