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Unlike mass production manufacturing systems, where configurations are rarely changed after the initial design, reconfigurable cyber-physical systems (RCPMS) self-change their structures throughout missions and thus self-adjust production in response to demand requirements. Accordingly, such a paradigm requires enhancing selective maintenance strategy to optimise scheduling maintenance actions, selecting configuration layouts for capacity and product family changes, and achieving maintenance cost reduction and reliability maximisation. This paper is the first to propose a robust model for a selective maintenance problem with imperfect repairs in the RCPMS context. The model also integrates uncertainties originating from the imperfect observations of components' health status. The model's objectives are to maximise the expected reliability and minimise the variance and maintenance cost under maintenance resource constraints. Moreover, we propose a new deep reinforcement learning framework for solving the resulting multi-objective and combinatorial optimisation problem. In addition, we use decision values to enhance the scalarisation process by permitting the priorities of specific objectives to be adjusted after the learning process. Furthermore, we employ Analytical Hierarchy Process to adjust the static priorities with respect to the objective functions and the actual learning context. Finally, broad experiments are conducted to highlight the performance of the proposed model and resolution framework. [ABSTRACT FROM AUTHOR]

Universities globally are called to educate collaborative and ethical engineers. In response, interdisciplinary problem-based learning is increasingly used to equip students with competencies needed to solve grand societal challenges. However, complex problem-solving in interdisciplinary teams can challenge students’ existing beliefs and cause confusion. Our study examines these challenges through the lens of ‘disorienting dilemmas’ from transformative learning theory and investigates students’ coping strategies. Through twenty-nine student interviews, we uncovered disorienting dilemmas related to self-identity, problem-solving, disciplinary perceptions, conceptual understanding, and collaboration. Additionally, based on varied cognitive and behavioural responses, we identified four coping strategies: integrating, investigating, negotiating, and withdrawing. Notably, we observed shifts in students’ use of coping strategies. Our research advances transformative learning theory through its focus on shared learning and the recognition of diversity of coping strategies, thus providing insights for designing supports that guide students towards more constructive strategies and facilitate transformative learning. [ABSTRACT FROM AUTHOR]

This paper reports on an innovative community-based ‘People-in-Environments’ learning model designed to support social work students in their development of ‘Readiness for Practice’ in an English urban metropolis. This experiential model challenges students to think differently about the meaning of communities, community resources, and their own assumptions, whilst enhancing critical thinking, self-awareness, reflexivity, and the integration of anti-oppressive values. A central element involves engaging students in embodied, problem-based, confluent learning by critically responding to scenarios using real-life circumstances and visiting diverse community locations. Drawing on qualitative questionnaires, focus groups, and anecdotal data from selected student cohorts 2018–2023, six learning themes are presented: Enhanced Knowledge, Deeper Learning; Examining the Familiar Unfamiliar; What Does Community Mean; Person-In-Environment, Self-In-Environment; A Different Kind of Empathy, and Group Work Challenges. Students’ narratives emphasize the significance of embodied, emplaced learning in unfamiliar settings. Reflexively analyzing thoughts, emotions, and materiality enhanced understanding and skill development. This model facilitates nuanced appreciation of what community means, both the intersections of geographical locales with identities and attachments, and the importance of understanding community attributes, strengths, risks, and resources. The paper concludes with suggestions for creative expansion through community mapping in placements and integrative learning in social work curricula. [ABSTRACT FROM AUTHOR]

Purpose: Generative AI will become an integral part of education in future. The potential of this technology in different disciplines should be identified to promote effective adoption. This study evaluated the performance of ChatGPT in tutorial and case-based learning questions in physiology and biochemistry for medical undergraduates. Our study mainly focused on the performance of GPT-3.5 version while a subgroup was comparatively assessed on GPT-3.5 and GPT-4 performances. Materials and methods: Answers were generated in GPT-3.5 for 44 modified essay questions (MEQs) in physiology and 43 MEQs in biochemistry. Each answer was graded by two independent examiners. Subsequently, a subset of 15 questions from each subject were selected to represent different score categories of the GPT-3.5 answers; responses were generated in GPT-4, and graded. Results: The mean score for physiology answers was 74.7 (SD 25.96). GPT-3.5 demonstrated a statistically significant (p =.009) superior performance in lower-order questions of Bloom's taxonomy in comparison to higher-order questions. Deficiencies in the application of physiological principles in clinical context were noted as a drawback. Scores in biochemistry were relatively lower with a mean score of 59.3 (SD 26.9) for GPT-3.5. There was no statistically significant difference in the scores for higher and lower-order questions of Bloom's taxonomy. The deficiencies highlighted were lack of in-depth explanations and precision. The subset of questions where the GPT-4 and GPT-3.5 were compared demonstrated a better overall performance in GPT-4 responses in both subjects. This difference between the GPT-3.5 and GPT-4 performance was statistically significant in biochemistry but not in physiology. Conclusions: The differences in performance across the two versions, GPT-3.5 and GPT-4 across the disciplines are noteworthy. Educators and students should understand the strengths and limitations of this technology in different fields to effectively integrate this technology into teaching and learning. [ABSTRACT FROM AUTHOR]

In the ever-evolving landscape of technology and labour markets, the imperative for lifelong learning (LLL) for professional engineers has become evident. The need for interventions to equip higher education students with LLL competencies is crucial for their sustainable careers. This systematic review explores interventions in higher education aiming to develop students’ LLL competencies and translates the findings to engineering education. Conducted as a systematic review, studies were included if they targeted higher education students, addressed LLL competencies, and measured intervention effectiveness. A total of 16 studies were included in the review. Interventions were categorised into five types: interventions on (1) using Problem Based Learning (PBL), (2) self-regulation, (3) the use of e-portfolios, (4) the involvement of peers, and (5) information literacy. Self-regulation and PBL interventions were the most prominent, explicitly or implicitly addressing LLL. The studies employed a variety of quantitative and qualitative methods to measure effectiveness. While challenges in measuring effectiveness exist, the majority of studies found empirical indications of effectiveness. The results align with engineering education principles, suggesting applicability across disciplines. This review emphasises the significance of equipping students with LLL competencies through the use of longitudinal educational interventions, starting from the first year of higher education. [ABSTRACT FROM AUTHOR]

ABASTRACTObjectiveMaterials and methodsResultsConclusionsThis study aims to assess the impact of LearnGuide, a specialized ChatGPT tool designed to support self-directed learning among medical students.In this 14-week randomized controlled trial (ClinicalTrials.gov NCT06276049), 103 medical students were assigned to either an intervention group, which received 12 weeks of problem-based training with LearnGuide support, or a control group, which received identical training without AI assistance. Primary and secondary outcomes, including Self-Directed Learning Scale scores at 6 and 12 weeks, Cornell Critical Thinking Test Level Z scores, and Global Flow Scores, were evaluated with a 14-week follow-up. Mann-Whitney U tests were used for statistical comparisons between the groups.At 6 weeks, the intervention group showed a marginally higher median Self-Directed Learning Scale score, which further improved by 12 weeks (4.15 [95% CI, 0.82 to 7.48]; p = 0.01) and was sustained at the 14-week follow-up. Additionally, this group demonstrated notable improvements in the Cornell Critical Thinking Test Score at 12 weeks (7.11 [95% CI, 4.50 to 9.72]; p < 0.001), which persisted into the 14-week follow-up. The group also experienced enhancements in the Global Flow Score from 6 weeks, maintaining superiority over the control group through 12 weeks.LearnGuide significantly enhanced self-directed learning, critical thinking, and flow experiences in medical students, highlighting the crucial role of AI tools in advancing medical education. [ABSTRACT FROM AUTHOR]

Drawing on state reading achievement data provided by a California school district, we analyze the achievement impacts of Achieve3000, an intervention designed to offer K-12 students expanded opportunities to acquire literacy skills. Achieve3000 is a personalized, technology-adaptive program to supplement regular instruction in English language arts, science, and social studies. We apply propensity score matching methods to match 1,761 participating Achieve3000 students to 945 similar students to estimate the effects of the Achieve3000 intervention. Applying a doubly-robust regression model, our results suggest that Achieve3000 students outperformed comparison students by a mean effect size of 0.06. Further, two-stage least squares regression models reveal that treatment students' scores increased statistically significantly by 0.001 standard deviations for both each activity completed and for each additional hour of Achieve3000 participation. Despite some problems of implementation, our quasi-experimental evidence of the positive impacts of Achieve3000 suggests a possibly promising way to overcome COVID-19 learning losses through computer-based, one-on-one tutoring at scale. [ABSTRACT FROM AUTHOR]

Simulation-based teaching can be a valuable method for learning statistical concepts. Its practical implementation for health-related subjects is seldomly evaluated. We propose a simulation-based approach to teach interaction effects in a postgraduate biostatistics course. We describe the steps involved in organizing and implementing a simulation-based activity and evaluate its execution. Mainly master and doctoral students in medical sciences (public health/epidemiology) participated to a 3-hr long online workshop on interaction effects. We presented one main learning activity, broken down into six progressive steps, from visualizing an interaction effect to investigating samples leading to erroneous inference. A total of 85 people attended of which 53 filled out an evaluation survey. Most (89%) of the respondents reported that the proposed activities helped them better understand interaction effects. A qualitative content analysis of free-text answers indicated that learning activities focusing on interaction effects in this way were useful for developing an understanding of both the meaning of statistical models and their interpretations. We conclude that a simulation-based approach can be a useful and interactive tool to create a valuable learning experience. The materials provided in this article can serve as a starting point for teachers who wish to implement such a method. [ABSTRACT FROM AUTHOR]

Research coursework can be challenging for occupational therapy students, thus potentially compromising their engagement in learning. A student engagement framework was used to design and implement an innovative assignment called Researchers' Theater with a cohort of 38 first-semester occupational therapy students. At the beginning of each class, a small group of students led a creative activity to review topics from the preceding week. Student feedback survey results and instructors' observations suggest this framework contributed to students' affective, behavioral, and cognitive engagement. Findings also highlight the potential value of student-led, game-based learning for reinforcing course content. [ABSTRACT FROM AUTHOR]

Despite an emerging emphasis on the role of engineers in achieving the SDGs, there is still a lack of agreement on which competencies should be prioritised to prepare them to tackle future sustainability challenges. By formulating a theoretical framework of key sustainable competencies based on prior studies, this study investigated engineering students' subjective views on which competencies they considered as the most important to support them in becoming sustainable engineers/designers. Using Q methodology, views were collected from 26 master students in a Sustainable Design programme in a Danish systemic problem- and project-based (PBL) context. Three key competencies were identified: collaboration, interdisciplinarity, and systemic thinking. Competences within the 'doing' and 'being' dimensions were represented the strongest. There is a hierarchy between the competencies, with collaboration being the highest level, as it demonstrates that it is transversal to the others. These results emphasised the role of PBL in developing competencies for sustainability and in reinforcing the value of Education for Sustainable Development. [ABSTRACT FROM AUTHOR]

This study aimed to develop a maker spirit problem – based learning (PBL) innovation and entrepreneurship course and explore its impact on students' learning effectiveness. A mixed research method was adopted for this study, in which qualitative and quantitative data were collected for inductive analysis. The research subjects comprised 49 students who took the 'Innovation and Entrepreneurship Course' at a university of science and technology. Further, an 18-week experimental teaching activity was implemented, in which the 'Maker Spirit – PBL Innovation and Entrepreneurship Course' was innovatively developed. Results revealed that most students showed significant positive learning effectiveness in two levels, namely 'innovation and entrepreneurship', and 'maker practice', after the experimental teaching. Therefore, five major implementation points of the 'Maker Spirit – PBL Innovation and Entrepreneurship Course' were proposed to provide references for future implementations and applications in the teaching field. [ABSTRACT FROM AUTHOR]

Menstrual hygiene behaviors and food habits are the most significant educational needs of puberty-related health. This quasi-experimental study compares the effects of applying problem-based learning (PBL) and lecture-based learning (LBL) on adolescent girls' menstrual hygiene behaviors and food habits. Eighty-five high-school female students were selected using multi-stage cluster sampling from Tehran, Iran, and were non-randomly assigned to LBL (n = 27), PBL (n = 28), and control (n = 30). Both LBL and PBL groups received the same educational content during four one-hour sessions. To measure menstrual hygiene behaviors and food habits, all the participants completed the Menstrual Hygiene Behaviors Questionnaire (MHBQ) and the Adolescent Food Habits Checklist (AFHC) at baseline (T1), at the end of the last session (T2), and three months after the last session (T3). The MHBQ was developed by the researchers based on a literature review undertaken in Persian, and the AFHC was culturally adapted from English to Persian. The two instruments were approved by validity and reliability. The mean scores on menstrual hygiene behaviors and food habits were higher in the PBL and LBL than in the control at T2 and T3. Additionally, the PBL participants had higher menstrual hygiene behaviors and food habits compared to the LBL ones at T2 and T3. Accordingly, both LBL and PBL can promote good menstrual hygiene behaviors and healthy food habits of Iranian adolescent girls, while PBL could be more effective compared to LBL. [ABSTRACT FROM AUTHOR]

Purpose: To explore student and tutor perspectives on the learning efficacy of virtual, compared to in-person, problem-based tutorial (PBT) in occupational therapy, physiotherapy, and speech-language pathology health professional programs. Materials and Methods: This was a quality improvement study using a cross sectional survey at a single institution. Separate student and tutor surveys were disseminated online. Students received the survey at two timepoints, tutors received the survey at one timepoint. Descriptive statistics summarized quantitative survey questions. Chi-squared or Fischer's Exact analyses explored differences between in-person and virtual PBT. Exploratory analyses determined if associations amongst programs and/or between cohorts existed on variables of interest. Open-ended survey questions were analyzed using content analysis. Results: A total of 241 students and 85 tutors completed the survey. Results demonstrate most students and tutors were satisfied with the use of virtual tutorials (77%; 89% respectively) and felt that they were effective in exploring content within the PBT course. However, students in the most recent cohort rated virtual tutorials more highly (p = 0.01). Conclusions: Virtual modes of PBT were successful in achieving course objectives and led to high satisfaction in users. Health professional programs can use this information when designing virtual problem-based tutorial courses in the post-pandemic era. IMPLICATIONS FOR REHABILITATION: Problem-based learning (PBL) involves the active engagement of students in self-directed learning where learning gaps are identified, and information is retrieved and critically appraised to apply clinical reasoning to healthcare decisions. Traditionally, the PBL process has been implemented in-person through the use of small group tutorial with six to eight students and a tutor, however, the COVID-19 pandemic led to a quick transition to virtual tutorials. This study found that virtual modes of conducting PBL tutorial were successful in achieving course objectives and both students and tutors were satisfied with using virtual means to achieve course objectives in three professional rehabilitation programs (Occupational Therapy, Physiotherapy, Speech Language Pathology). Health professional programs in rehabilitation can use this information when designing courses using PBL processes in the future, and clinicians can use this information when considering the use of virtual means for care and for collaboration between professionals in various healthcare settings. [ABSTRACT FROM AUTHOR]

This article argues in favour of more transparency in the assessment of law courses in the modern law school context in which it is increasingly common for law students to share notes. In 2020, the author introduced three types of asynchronous exam-focused exercises to the Land Law course at the University of Auckland. First, guided exercises: students are guided through a series of questions to answer a problem in bite-sized chunks. Secondly, modelling exercises: students plan an answer to a past exam problem and use a video in which the lecturer plans an answer while narrating their thought processes to reflect on their own plan. Thirdly, example exercises: students review previous exam answers against the relevant rubrics to understand what distinguishes answers at each grade. The article investigates student attitudes about: which exam-focused exercise is the most useful component of a law course; whether students prefer if an exam-focused exercise helps them to understand relevant content or develop legal reasoning skills; which exam-focused exercise is more helpful for (a) understanding relevant content and (b) developing legal reasoning skills; and whether students prefer modelling by the lecturer in pre-recorded videos, the lecturer in in-person lectures or a tutor in in-person tutorials. [ABSTRACT FROM AUTHOR]

Phenomenon: Problem-based learning (PBL) has been widely adopted in medical schools across the globe. However, the dynamics of discourse moves in time sequences during such learning remain underexplored. This study investigated discourse moves used by PBL tutors and tutees to facilitate collaborative knowledge construction, and adopted sequential analysis to unpack the temporal dynamics of such moves during PBL knowledge construction in an Asian context. Approach: This study's sample comprised 22 first-year medical students and two PBL tutors at an Asian medical school. Two 2-h PBL tutorials were video-recorded and transcribed, and notes were made about the participants' non-verbal behaviors, including but not limited to body language and technology use. Descriptive statistics and visual representations were used to discern participation patterns as they evolved over time, and discourse analysis was applied to identify specific types of teacher and student discourse moves within knowledge construction. Lastly, lag-sequential analysis (LSA) was adopted to understand the sequential patterns of those discourse moves. Findings: The PBL tutors mainly used probing questions, explanation and clarification, compliments, encouragement, affirmation, and requests when facilitating PBL discussions. LSA revealed that discourse moves had the following four major paths. Teachers' content-related questions elicited both lower- and higher-level thinking from students; teachers' statements mediated between students' thinking levels and teachers' questions; there were relationships among teachers' social-facilitation discourse, students' thinking modes, and teachers' statements; and there was a sequential relationship among teachers' statements, students' facilitation, teachers' process-related discourse, and students' silences. Insights: This study revealed the importance of using probing questions to facilitate students' knowledge construction as they proceeded from lower- to higher-level thinking. This study also fills a gap in the current literature by adopting the innovative LSA methodology to explore teachers' and students' discourse move sequences in PBL. The results have important practical implications for PBL tutors regarding when and how to facilitate their students' collaborative knowledge construction. [ABSTRACT FROM AUTHOR]

The Master Adaptive Learner is a model used to develop students to become self-regulated and adaptable lifelong learners to practice medicine in a complex and ever-changing environment. The Hackensack Meridian School of Medicine (HMSOM) proposes a new course, Patient Presentation Problem-Based Learning Curriculum (PPPC), a dynamic and integrated course that goes beyond the scope of traditional Problem-Based-Learning (PBL). PPPC allows students to build domain-general skills in tandem with domain-specific content learned during a pre-clerkship curriculum. An integrated case provides weekly scaffolding, such that the course takes place throughout the week and is not isolated from the rest of the curriculum. Students receive iterative feedback and structured assignments which allows development of self-directed learning skills along with integration and consolidation of weekly curricular content. A layered analysis approach was used to outline the philosophies, principles and techniques that link to our course objectives. Techniques used could easily be translated to other pre-clerkship curriculum to promote development of self-directed learning and clinical reasoning skills, as well as promote more meaningful learning of basic, clinical, and health system science content. [ABSTRACT FROM AUTHOR]

Although previous research highlights the importance of reflection in higher education, little is known about the type of triggers and contexts that promote authentic reflection in university students who are in academic classroom environments. This qualitative study addresses this question based on content analysis done on eight focus groups consisting of a total of 45 university students. Results revealed that authentic reflection was triggered by adverse and positive situations, challenging interpersonal interactions, emotional responses to events, performance data and proactive enquiry. Furthermore, findings highlighted the relevance of Self-Determination Theory as a guiding framework for describing contextual factors conducive to reflection: student reflection benefited from a positive interactive context, autonomy for reflection, a variety of opportunities to reflect and guidance in the form of mentors or workshops. Conversely, exam pressure and effortful periods reduced the likelihood of student reflection. Finally, results indicated that students engaged in reflection to raise personal awareness, improve academic and personal performance, and change their beliefs, attitudes, feelings, and behaviours. Implications for practice are given. [ABSTRACT FROM AUTHOR]

Persistent criticisms of the narrow focus on technical skills in Australian training package qualifications indicate that vocational learners are failing to graduate with the transferrable skills they need for the twenty-first century workplace. This case study investigates the Basque high-performance cycles of collaborative challenge-based learning (CCBL or ETHAZI in Basque), which has been designed specifically to develop twenty-first century skills alongside technical skills and knowledge. The findings are presented as a descriptive case study of ETHAZI based on observations, analysis of training and assessment documents, and interviews with teachers and managers undertaken during site visits to the Basque Country. The author concludes that there is no reason why Australian training organizations could not adopt the ETHAZI model to address the perceived shortcomings of Australian vocational training since training package qualifications only prescribe the assessment outcomes to be achieved, not how the learning should occur. [ABSTRACT FROM AUTHOR]

AbstractBackgroundMethodsResultsConclusionThe medical education system in mainland China faces numerous challenges and the lack of learner-centered approaches may contribute to passive learning and reduced student engagement. While problem-based learning (PBL) is common in Western medical schools, its feasibility in China is questioned due to cultural differences. This systematic review aims to summarize the application of PBL in medical education in mainland China based on existing literature, as well as to identify the challenges and opportunities encountered in its implementation.A systematic literature review was conducted using electronic databases, including MEDLINE, Cochrane Library, EMBASE, Web of Science, Wan fang and CNKI databases. Grey literature sources were explored using Google Scholar. The search was limited to articles that include at least one English abstract up to May 1st, 2023. The inclusion criteria were studies that reported the use of PBL in medical education in mainland China.A total of 21 articles were included in the final analysis. The findings indicate that PBL is a well-adopted and effective learning method in most medical education, especially for developing critical thinking, problem-solving, and teamwork skills. However, the application of PBL in mainland China is limited due to various challenges, including faculty resistance, inadequate resources and cultural barriers. To effectively address these challenges, it is essential to provide faculty training, develop appropriate assessment methods to evaluate student progress within the PBL framework and create conducive spaces and resources that support collaborative learning and critical thinking.The utilization of PBL in mainland China holds potential for enhancing medical education. However, its successful implementation requires significant efforts to address the identified challenges. It is crucial to engage stakeholders in a collaborative effort to promote the application of PBL and ultimately improve the quality of medical education in mainland China. [ABSTRACT FROM AUTHOR]

AbstractHuman trafficking training involving didactic sessions supplemented by problem-based learning methods took place with youth services specialists in a southern state. Data were collected confidentially and voluntarily using descriptive and bivariate statistics and qualitative responses. Outcomes from the training compared knowledge attainment and differences between regional perspectives. The authors anticipated the pre- and post-training survey data would show significant learning of human trafficking concepts after the first didactic session, with the second session reinforcing these lessons through problem-based learning exercises utilizing a case study. The authors also expected there to be resulting changes in participant (n = 19) attitudes and responses to youth who were at risk of or experiencing human trafficking. Although participants learned concepts of human trafficking, the lessons were not equally accepted or internalized. Comments gathered from participants through post-training interviews revealed a range of responses. The participant’s employer lacked an agency-wide response protocol and, thus, without external guidance, participants struggled with personal biases regarding youths’ consent and choice. This exploratory study highlights the need for agency-wide human trafficking response protocols that incorporate screening tools. Future research should focus on reviewing agency interactions with youth and developing comprehensive response protocols that include screening and universal education. [ABSTRACT FROM AUTHOR]

Immersing learners in authentic scenarios to prompt them to apply what they have learned to problem solving is an essential learning approach in medical and nursing education. However, nurses often do not have the opportunity to experience many specialized or emergency situations in the real world, such as providing grief counseling to terminally ill patients and their families. Therefore, this study proposed a model of Problem-Based Learning (PBL) in Virtual Reality (VR) which allowed learners to experience the sorrowful scenario of dealing with families facing a “patient nearing end of life,” and to learn grief counseling strategies. To validate the effectiveness of this learning method, a quasi-experimental design was conducted in a nurse preceptor training course in a teaching hospital. The participants were 34 nurses from a teaching hospital in Taiwan, randomly assigned to two groups; the experimental group adopted a Spherical Video-based Virtual Reality-integrated Problem-Based Learning (SVVR-PBL) model, while the control group utilized a Conventional PBL (C-PBL) model. Experimental results indicated that the SVVR-PBL model can better enhance nurses’ professional knowledge in palliative care, and supports superior memory retention. Simultaneously, in terms of attitudes toward palliative care, problem-solving orientation, and perceived value, it also significantly outperformed the C-PBL model. [ABSTRACT FROM AUTHOR]

The impact of COVID-19 on education involved an abrupt switch from face-to-face instruction toward emergency remote teaching/learning. In public schools, teachers and students were required to undertake language education using virtual learning platforms. This shift created certain problems for both teachers and students. This qualitative research attempts to explore challenges encountered by English teachers and students in Iranian middle schools during the lockdown period. 47 participants were selected by stratified purposive sampling, providing qualitative data through semi-structured interviews and online focus groups. Thematic analysis illustrated economic, technological, and instructional concerns in addition to a set of psychological pressures. Also, the COVID-19 pandemic created certain affordances for language program which accelerated the process of online language education. The anticipation and effective management of educational problems arising from such catastrophes would help stakeholders enhance the quality of language education, prioritize teachers' and students' language needs at the middle level education of public schools, and facilitate learning/teaching process. [ABSTRACT FROM AUTHOR]

Research on policy learning has shown that actors can learn in inadequate modes. To better understand policy learning failures and possible remedies, we ask how and why inadequate learning environments occur and how they can be changed. Building on the varieties of learning approach, we distinguish between perceived and functional actor certification and problem tractability. On this basis, we introduce a typology of learning mode misfits and indicative adjustments and revisit previous case studies from this perspective. We then apply the concept to a case of policy learning in a socio-technical transition, arguing that learning environments in socio-technical transitions tend to overvalue actor certification and problem tractability and require recalibration towards reflexivity. Assessing the effects of participatory co-creation interventions on technology development in precision grassland farming in two living labs in Germany, we provide evidence that decentral arenas and participatory experimentation facilitate learning by coequal actors scrutinising problems. [ABSTRACT FROM AUTHOR]

As digital games become more integrated into education, striking a balance between technology and pedagogy is essential. This study investigates digital games as contexts for problem-based learning (PBL) to actively involve students in problem-solving in a Korean middle school. This study examined two cases (Social Studies and Science) where teachers incorporated digital games, Minecraft and Kodu, in their PBL lessons for 7th-grade students. Following the PBL sessions, students engaged in collaborative problem-solving tasks, and their discussions were analysed using a coding scheme to examine the strategies used. The results reveal clear patterns in the consistent use of models and planning practices across groups while open-endedness was infrequently observed. Key findings suggest implications for digital pedagogy, emphasizing the use of games as contexts for PBL activities, the integration of commercially available games in authentic classroom contexts, and the importance of problem scenarios encouraging the exploration of diverse perspectives within a problem space. [ABSTRACT FROM AUTHOR]

The aim of this article is to describe our experiences designing a short-term virtual student exchange between Germany and Sweden and to discuss the implications of these experiences. Quantitative and qualitative material from three semesters of student evaluations relating to a course on the global aspects of social work and health in times of crisis is analyzed. The course focused on theory-practice transfer, ethnographic methods, and global citizenship, taking pedagogical and didactic inspiration from problem-based learning and co-constructive pedagogy. Our analysis concentrates on developments to the course made on the basis of student evaluations; it directs attention to the fact that teachers needed to balance giving the students the space to co-create the course, whilst maintaining a focus on learning outcomes. This is exemplified by the need to create a tangible virtual space, to provide the course with a thematic and social framework. To achieve this, not only do the learning outcomes need to be expressed clearly and does teaching have to be adapted accordingly, the digital space also needs to be perceived as welcoming and safe. To build on students' local experiences, ethnographic methods can be used to highlight global aspects as well as theory-practice transfer. [ABSTRACT FROM AUTHOR]

Open Networked Learning (ONL) is a collaborative open online course for higher education educators worldwide, focusing on open education, collaborative learning, and course design. The interorganizational course welcomes both institutional and open learners from around 30 nations. Delivered 17 times since 2014 with up to 120 participants in each session, ONL employs problem-based learning to foster digital competencies and strengthen community development. Rooted in the European Framework for Digital Competence of Educators (DigCompEdu), a study involving 48 participants revealed statistically significant, across-the-board competence enhancement post-course, affirming ONL's efficacy. The article also summarizes our experiences and learnings from participating in and organising the course over the past ten years. [ABSTRACT FROM AUTHOR]

Applied behavior analysis and occupational therapy practitioners uniquely serve neurodivergent individuals, despite interprofessional contention. While some qualitative research exists, there is a need for quantitative and mixed-methods evaluation of evidence-based strategies to improve the collaboration between occupational therapy practitioners and applied behavioral analysis professionals. This study aimed to improve collaboration for enhanced outcomes between individuals from these two professions. This program assessed change in collaborative competencies of occupational therapy and applied behavior analysis professionals, following virtual interprofessional education initiative provided by a licensed certificant from each profession. Interprofessional Collaborative Competencies Attainment Survey, open-ended survey questions and recorded focus group were used to evaluate program impacts. Quantitative results were analyzed using paired-sample t-tests and revealed statistically significant increases in participants' whole scores (p<.05). Qualitative analysis revealed the value of practical, problem-based learning. This study demonstrated the potentiality of virtual interprofessional education, question-answer dialogue, and actionable strategies. Future studies can increase sample size and implement longer-term models. [ABSTRACT FROM AUTHOR]

The current study explored in what ways a problem-based learning (PBL) programme influenced the (trans)formation of the professional identities of six student teachers of English. The student teachers’ narratives and responses to the questionnaires involved the (re)formed pedagogic meanings and related actions and emotions which constitute their professional identities. Data analysis disclosed that the PBL programme contributed to the formation and/or transformation of the student teachers’ professional identities in a way that led them to specify their desire to be a teacher; (re)form pedagogic meanings; and relate their learning in the PBL programme to other pedagogic activities. Based on the findings, the researcher discusses implications for implementing effective PBL for the construction of student teachers’ professional identities in teacher education programmes. [ABSTRACT FROM AUTHOR]

The study objective was to develop and validate a questionnaire to capture facilitation activities in PBL by the tutor and the group with reference to a theoretical model of teaching quality. We developed 19 items assigned to six factors to evaluate collaborative learning processes in relation to facilitation by the tutor and the student PBL group. We analysed construct and criterion validity in 419 undergraduate medical students in 152 online PBL groups. Construct validity was confirmed based on factor dimensionality in line with the theoretical assumptions as well as satisfactory internal reliabilities and intraclass correlation coefficients. Criterion validity was supported by the correlation of a) tutor facilitation activities with the success of group self-facilitation and b) facilitation activities with learning gain and satisfaction in the PBL sessions. The questionnaire provides a more comprehensive understanding of collaborative learning processes in PBL and the interplay between facilitation activities by the tutor and the group. [ABSTRACT FROM AUTHOR]

The growing adoption of active learning pedagogical methods has shown significant positive effects in higher education as they promote students' engagement and meeting of learning outcomes. Similarly, problem-based learning and media-based learning allow instructors to model educational experiences that prepare students with knowledge and skills necessary for the real world. In this study, the authors wanted to investigate the impact of a group problem-based learning activity using visualization media on students' learning motivation in a mathematics course. In this activity, students were grouped and asked to solve volumes of revolution calculus problems while being either in a traditional classroom or in a classroom equipped with a large-scale visualization display system. The authors assessed the students' self-efficacy, effort regulation, perceived usefulness, task attraction, and user experience after participating in the activity. The authors found a significant difference in students' self-efficacy and task attraction based on the results' analysis. The authors did not find a significant difference in students' effort regulation and perceived usefulness. The students did report a significantly positive experience while using the large-scale visualization display system. The analysis illustrated a medium to large effect size of the results' statistical significance. This study supports future instructors and researchers in designing and developing impactful pedagogical active learning experiences. [ABSTRACT FROM AUTHOR]

Drawing on a social identity framework of mathematical development, the authors present a model, Improving Girls' Math Identity (IGMI), designed to address two key "leaks" in the female STEM pipeline: undergraduate and middle school. IGMI involves a supportive professional development network for undergraduate women preparing to transition into mathematics-related careers, and a mentorship program connecting middle school girls with these undergraduates to develop metacognition, problem-solving, and spatial skills. Preliminary evidence demonstrates that the model successfully strengthens undergraduates' problem-solving abilities, improves resilience and persistence in pursuing STEM fields, and increases investment in supporting future cohorts of women in mathematics and science. [ABSTRACT FROM AUTHOR]

AbstractBackgroundAimMethodsResultsConclusionProblem-based learning is used widely in pharmacy and medical programmes, incorporating realistic patient scenarios into regular teaching as a way of linking theory to practice. Routine case-based learning lessons ranges from real patient involvement, scripted patient scenarios, digital simulations (avatars) as well as through media such as Zoom. The existing literature has explored the extensive benefits of using patients in clinical education, but fewer studies have directly compared the efficacy of each model as learning tools.To compare student perceptions of patient-based learning models to elicit student empathy, increase engagement, improve knowledge, and enrich learning experience.A questionnaire was distributed to second-year pharmacy students in Swansea University to gather their perceptions on the nine different patient-based learning models in their routine teaching (SUMS RESC 2023-0011). Students were asked to rank their experience of the models explicitly against each other, based on the four pillars of (1) eliciting student empathy, (2) increasing engagement, (3) improving knowledge and (4) enriching the learning experience. Students were also asked to rate the significance of realism (i.e. knowing the patient demographics/having a visual representation of the patient) to their experience.Altogether, 31 student rankings of the nine learning models were weighted (9 = highest rank; 1 = lowest ranked). The data showed clear preferences for real-patient involvement over fictional cases, especially for eliciting empathy. Interestingly, scripted scenarios were rated highly for both engagement and learning experience only when avatars were involved, which suggests a role of animated visual representation of the patient in facilitating these outcomes.Whilst it is useful to have multiple patient-based learning models, this study serves as a guide for educators in preparing case-based learning sessions for achieving the desired outcomes of any of the four pillars above. [ABSTRACT FROM AUTHOR]

Phenomenon: In recent decades, medical education practices developed in Western countries have been widely adopted in non-Western countries. Problem-based Learning (PBL) was first developed in North America and it relies on Western educational and cultural values, thereby raising concerns about its 'lift and shift' to non-Western settings. Approach: This review systematically identified and interpretively synthesized studies on students' and teachers' experiences of PBL in non-Western medical schools. Three databases (ERIC, PsycINFO, and MEDLINE) were searched. Forty-one articles were assessed for quality using the Critical Appraisal Skills Program (CASP) checklist and synthesized using meta-ethnography. The final synthesis represented over 5,400 participants from 18 countries. Findings: Findings were categorized into three different constructs: Student Engagement, Tutor Skills, and Organization and Planning. Our synthesis demonstrates that medical students and teachers in non-Western countries have varied experiences of PBL. Students engage variably with PBL, consider knowledge to be better acquired from authoritative figures, and deem PBL to be ineffective for assessment preparation. Student participation is limited by linguistic challenges when they are not native English speakers. Teachers are often unfamiliar with the underlying philosophical assumptions of PBL and struggle with the facilitation style needed. Both students and teachers have developed modifications to ensure that PBL better fits in their local settings. Insights: Given the significant adjustments and resource requirements needed to adopt PBL, medical school leaders and policy makers in non-Western countries should carefully consider possible consequences of its implementation for their students and teachers, and proactively consider ways to 'hybridize' it for local contexts. [ABSTRACT FROM AUTHOR]

Problem-based learning (PBL) has the potential to enhance both cognitive and affective engagement but has been criticised for being unsuitable for learners with low levels of knowledge and skills, such as South African learners from poor backgrounds. In such cases, guided problem-based learning (GPBL), which includes direct instruction and teacher prompting, may be more effective. However, little is known about the extent to which GPBL can replicate the cognitive and affective benefits of PBL for such learners in the context of middle-school mathematics problem-solving. It is also not clear what the optimal granularity of teacher prompting should be within GPBL. To address these issues, this instrumental case study was conducted with 26 higher-achieving Grade 8 and 9 learners from schools serving poor communities. These learners participated in a GPBL week-long extracurricular holiday mathematics programme in which they were guided to use trigonometry to determine the maximum height reached by a water rocket. Data were collected through video recordings, field notes, written work, and audio-recorded group discussions, and were coded using the multidimensional problem-solving (MPS) framework to identify cognitive and affective behaviors. The learners' affective responses suggested general positivity towards effortful problem-solving. Their cognitive responses suggested successful engagement in some, but not all, aspects of problem-solving. Although fine-grained prompting did not promote exploratory discussion, it was found to be necessary to guide productive mathematical activity. Medium-grained prompting, which did lead to exploratory discussion, did not appear to be directly productive, although it did appear to enhance learners' receptivity to subsequent fine-grained prompting. [ABSTRACT FROM AUTHOR]

The article offers information on the National Call to Action (NCTA) initiative led by Dr. Chadwick to end child abuse and neglect in the United States. Topics include the formation and goals of the NCTA, the long-term commitment required to achieve these goals, and the scholarly work inspired by Dr. Chadwick's vision.

This article attempts to locate legal design methodology in the problem-based learning spectrum. In doing so it considers which taxonomy ought to be used to assess legal problem-based learning questions; it also ranks the two different forms of legal problem-based learning questions against Jonassen and Hung's paradigm for good problem design. It concludes that by adopting a critical approach and minimising academic voice within the question we centre our students' unique socio-cultural voice. In doing so we may produce more innovative solutions to legal problems. [ABSTRACT FROM AUTHOR]

An introduction to articles published within the issue is presented including one about the harassment experienced by radiography and radiation therapy students, the integration of engineering educational philosophy into medical education, and mentoring in health professions education.

A fundamental challenge in medical education is creating high-quality, clinically relevant multiple-choice questions (MCQs). ChatGPT-based automatic item generation (AIG) methods need well-designed prompts. However, the use of these prompts is hindered by the time-consuming process of copying and pasting, a lack of know-how among medical teachers, and the generalist nature of standard ChatGPT, which often lacks the medical context. The Case-based MCQ Generator, a custom GPT, addresses these challenges. It has been trained by using GPT Builder, which is a platform designed by OpenAI for customizing ChatGPT to meet specific needs, in order to allow users to generate case-based MCQs. By using this free tool for those who have ChatGPT Plus subscription, health professions educators can easily select a prompt, input a learning objective or item-specific test point, and generate clinically relevant questions. It enhances the efficiency of MCQ generation and ensures the generation of contextually relevant questions, surpassing the capabilities of standard ChatGPT. It streamlines the MCQ creation process by integrating prompts published in medical education literature, eliminating the need for manual prompt input. Future development aims at sustainability and addressing ethical and accessibility issues. It requires regular updates, integration of new prompts from emerging health professions education literature, and a supportive digital ecosystem around the tool. Accessibility, especially for educators in low-resource countries, is vital, demanding alternative access models to overcome financial barriers. [ABSTRACT FROM AUTHOR]

Low-tech active learning (AL) exercises in face-to-face (F2F) undergraduate biomechanics courses improve student learning vs. lecture alone. This study compared learning of biomechanics concepts with AL implemented in two course formats (hybrid: HB vs. F2F). Additional aims were to investigate if student perceptions of learning epistemology and learning factors were related to course format. Students (n = 110) in four introductory biomechanics courses (two F2F, two HB) completed the 24-question Biomechanics Concept Inventory (BCI) at the beginning and the end of the course to determine their learning of biomechanical concepts. An additional eight questions were given with the post-test to determine student perceptions of the AL exercises and their epistemology of learning. Learning in the HB format was equivalent to the F2F course format when both implement AL in these students. Student perceptions of AL were generally positive and learning scores consistent with previous research on AL in biomechanics. There were mixed results of the effect of course format with one significant difference of three ratings of the nature of learning biomechanics and one significant difference of four ratings of AL by students. These results should be replicated and potential interactions with student perceptions and characteristics explored. [ABSTRACT FROM AUTHOR]

Many empirical studies about STEM (science, technology, engineering, and mathematics) curriculum present problems for students to solve. This paper draws upon the data collected from the enactment of an integrated STEM curriculum to discuss problems as constitutive of problem spaces where four Grade 5 Singapore students engage with the materialities and relationships to generate solutions from these spaces. The study seeks to address the nature of the problem spaces in STEM inquiry. Derived from the emergent coding of 12 hours of lesson videos, the findings illuminated that problem spaces emerged from familiar and dissimilar contexts in the curriculum. These problem spaces embodied epistemic infrastructures and epistemic emotions within which students exercised agency to collaborate productively and learn. Implications for STEM curriculum making that foregrounded epistemic considerations, rather than outcome-based learning, were discussed. This paper helps to further the field of curriculum studies in STEM education by contributing to the theorization of STEM curriculum by applying a process lens to deepen understanding of problems as problem spaces. [ABSTRACT FROM AUTHOR]

This study examines whether case-based learning (CBL) in a core finance class improves student performance. It analyzes students’ exam scores over two semesters at a regional U.S. public university. During the first semester, CBL is used to teach two sections of an intermediate corporate finance class. During the subsequent semester, the first half of the semester is taught using CBL while the second half of the semester is taught using problem- based learning (PBL). The difference-in-differences analysis shows that the advantage of CBL over PBL approach is noticeable. Additionally, the analysis of students’ grade distributions appears to show that the CBL approach lifts students at both the top and bottom strata. [ABSTRACT FROM AUTHOR]

This study examined the experiences of patients, Occupational Therapy (OT), Physiotherapy (PT) and Medicine learners, Providers, and Faculty, in implementing a Virtual Interprofessional (VIP) education initiative in two academic Family Medicine (FM) collaborative clinics. A qualitative descriptive study drew on a strength-based approach as part of the evaluation of the interfaculty VIP initiative. Participants involved in VIP care were conveniently sampled. Interviews were conducted with four patients, and focus groups were held with a total of 16 providers, preceptors and learners in OT, PT and FM. Data were analyzed using content analysis and managed using NVivo12. Four main categories emerged: 1) Challenges in implementing VIP care in FM; 2) Operational challenges, 3) Facilitators of VIP care in FM; and 4) Experiential learning outcomes and benefits of VIP care. This innovation supported knowledge and insights on interprofessional competencies acquired during practice, provided inclusive and comprehensive access to care for patients, and identified opportunities to enhance medical, OT and PT education in VIP care in FM. A collaborative approach with faculty from different disciplines (FM, School of Health Professions: OT and PT) can provide ongoing opportunities for VIP care for patients, and foster IP learning and acquisition of competencies for FM, OT and PT learners and providers. [ABSTRACT FROM AUTHOR]

Problem-based learning is an evidence-based, pedagogical approach that invites students to solve complex, real-life problems using knowledge learned in the classroom. Effective use of problem-based learning in undergraduate gerontology courses, specifically, is likely to deepen students' knowledge about course content related to aging and may also promote students' long-term interest in gerontology. House Hunters: Gerontology Style is a problem-based learning activity that can be used in small-group discussions to facilitate students' understanding of issues related to relocation and homebuying in older adulthood. In this activity – based on the popular television show – students act as real estate agents for a fictional older couple relocating closer to adult children. Assignment features can be tailored easily by the instructor to optimize specific learning objectives. In an evaluation of the activity, students who completed this activity reported that it was engaging, that it enabled them to apply material from the class, and that it facilitated their application of course material to a "real world" problem. Suggestions for modifications to future iterations of this assignment may include a more pointed focus on budgetary constraints on homebuying in older adulthood, approaching homebuying from a life course lens, and considering the role of disparities in the home buying process. [ABSTRACT FROM AUTHOR]

PS-I learning approaches with an initial problem-solving phase (PS) followed by an instruction phase (I) can be optimised by providing adaptive (individualised) instruction that builds on students' problem-solving products. A computer-based implementation of both phases offers the possibility of adaptivity at the transition from the problem-solving to the instruction phase. However, it also poses two challenges for the problem-solving phase, which should allow for (1) complex problem-solving processes (process validity) and (2) accurate diagnosis of problem-solving products. Increased openness of the learning environment can increase the process validity and decrease diagnostic accuracy and vice-versa (complexity-accuracy trade-off). Using two variants of a computer-based learning environment for fraction comparison with different extent of openness (O+ and O-), we investigate whether both requirements (complex problem-solving processes and accurate diagnosis of the problem-solving products) can be met simultaneously. To check process validity (complexity of problem-solving processes), we compare the problem-solving products with those from previous research on an analogous paper-based version. Our results show that valid and comparable problem-solving processes can be achieved in both computer-based learning environments (O+ and O-). Moreover, only the learning environment O- enables an accurate computer-based interpretation of students' products and thus resolving the complexity-accuracy trade-off. [ABSTRACT FROM AUTHOR]

This study investigated whether an intervention aimed at selfdevelopment would stimulate the self-directed learning skills of university students within a problem-based learning program. In a randomized controlled trial study, 408 first-year psychology students were randomly assigned to an experimental or control condition. During their courses, all students received the problem-based program, including feedback from their tutors on professional behaviour and study skills. Students in the experimental group also received an extra self-development intervention including two sessions with a mentor, during which students were asked to reflect on personal learning goals. At the beginning and end of the year, students' self-directed learning skills were measured with two questionnaires. Over the year, students in the experimental group showed a larger increase in their self-control, in their ability to monitor improvement during task performance, and in their ability to evaluate process and outcome after task execution. Also, their willingness to invest study effort had not decreased, in contrast to students in the control group. These findings show that a relatively simple intervention making students reflect more on their selfdevelopment can have a significant effect on a number of relevant self-directed learning skills, even when added to a problem-based learning university program that is already focused on stimulating self-directed learning. [ABSTRACT FROM AUTHOR]

An application of Bologna Process parameters in the classroom setting requires new skills on the part of students. One of these significant skills is the ability to reflect upon one's learning path, which provides an opportunity for students to enhance their knowledge, and, moreover, make pivotal changes in their professional field. Thus, students would benefit greatly from reflective learning skills being harnessed at the early stage of their learning. Aim. This study aims to explore students' reflections and interpretations of their learning through writing essays. Methodology and research methods. This study employed a survey design with open-ended questions in which 14 out of 23 students participated. In addition, two individual inter-views were conducted, and 345 weekly essays and 23 final student reflections were analyzed. Results. Research results found that over 50% of respondents indicated that they had ac-quired reflective skills as they reflected on their content learning and writing and reading skills. Indeed, 96% of respondents demonstrated a positive understanding of the structure of the essay; however, their reflections remained at the descriptive level, in contrast to an expected change in their learning approach. [ABSTRACT FROM AUTHOR]

This study examines through a systematic review, the reference services rendered in academic libraries using artificial intelligence (AI) and by collecting data through environmental scanning. The objective of this systematic literature review is to provide a synthesis of empirical studies exploring the application of artificial intelligence for reference services in academic libraries. Data were collected from Web of Science, Scopus, and LISA databases. Following the rigorous/established selection process, a total of thirty five articles were finally selected, reviewed and analyzed. Thirty five papers were identified, analyzed and summarized on the subject relating to the application of AI and the methods which are most often used. The findings demonstrate that university libraries in Canada and China are leading in the deployment of AI for reference services. The AI techniques used mostly in the scanned university libraries are self-directed learning and natural language processing techniques; while the challenges of using AI for reference services are the problem of quality intelligence, linguistic style, privacy, a threat to intellectual freedom, bias, and cost; inadequate experts, poor network, poor training and lack of innovation, and limited knowledge about the technology. The study indicates university libraries take into account implementing AI for reference services. [ABSTRACT FROM AUTHOR]

Field trips are an established learning activity also in higher engineering education requiring considerable time efforts and high costs. Thus, we describe how 360° technology is used to create virtual field trips. Additionally, video conferencing software enables the virtual field trip participants to be at different locations. We describe a virtualised virtual field trip and its evaluation results in two undergraduate courses (N = 41). The measures used include pre- and post-test and a survey using standardised instruments on motivation, emotion, and usability. The results are to be seen as conducive to learning, although they are significantly lower in comparison to the corresponding values of a field trip. Overall, the results demonstrate the potential of virtualised virtual field trips using 360°VR rooms, which can not only be used in online education, but also in presence teaching in disciplines that use field trips as learning activities, such as environmental engineering. [ABSTRACT FROM AUTHOR]

Problem-based learning (PBL) has been implemented with different levels of success in first-year engineering education in response to the rapidly growing requirements for a higher degree of learner agency in graduates. This study is contextualised in a systemic problem-based learning environment and explores the sources of first-year engineering students' learner agency development in relation to the main features and skillsets of PBL, such as teamwork, student-centredness, problem orientation and project organisation. Q methodology was employed, including both qualitative and quantitative data collection and analysis based on a 39-statement Q sample and 102 valid Q sorts. The Q analysis identified four statistically distinct viewpoints on the key sources of learner agency for students: (1) Team dynamism and self-directed learning within the project team, (2) Trust and peer support within the project team, (3) Individual efforts at career readiness and (4) Team efforts at project management. The findings highlight the potential of PBL for offering more and better pedagogical support for first-year engineering students in developing learner agency. [ABSTRACT FROM AUTHOR]

What is the educational challenge? Incorporation of large language model (LLM) or generative artificial intelligence (AI) software poses a challenge to various areas of medical education, including problem-based learning (PBL). LLMs, such as ChatGPT, have incredible potential to transform educational systems and enhance student learning outcomes when used responsibly. What are the proposed solutions? ChatGPT can provide several ways to support students and assist facilitators with course responsibilities. Here we address factors of implementation and describe how ChatGPT can be responsibly utilized to support key elements of PBL. How was the solution implemented? Providing reasonable access is an essential element of novel software implementation. Additionally, training for both faculty and staff is vital to foster responsible usage, provide base-line proficiency, and guide users to critically evaluate the quality of output. What lessons were learned that are relevant to a wider audience? The use of LLMs or other generative AI is dramatically rising in the world. Appropriate and conscientious incorporation of AI into educational programs can foster responsible use and potentially enhance student learning. What are the next steps? Assessment of learning outcomes, student self-efficacy, group dynamics, and stakeholder feedback are required to measure the effects of ChatGPT in the PBL curriculum. Additionally, software programs competitive with ChatGPT are currently under development and will also need to be investigated for their potential role in education. [ABSTRACT FROM AUTHOR]