Medical Education Practice Research Articles

Effectiveness of deliberate practices versus conventional lecture in trauma training for medical students

BackgroundA mastery of life-threatening trauma procedures is important for medical students aiming to become proficient physicians. Thus, this study compares the effectiveness of deliberate practice with that of conventional lecture methods in teaching such students these essential skills.MethodsA randomized controlled trial was conducted with 48 first- to third-year medical students at the Faculty of Medicine Vajira Hospital at Navamindradhiraj University (Thailand). The participants were randomly assigned to either the deliberate practice group (n = 24) or the conventional lecture group (n = 24). The primary outcome was the students’ scores on the Objective Structured Clinical Examination (OSCE), whereas the secondary outcome was their overall grades. Moreover, analysis of covariance (ANCOVA) was used to control for the impacts of gender and academic year.ResultsThe deliberate practice group had significantly higher OSCE scores (mean = 69.79, SD = 9.49) than did the conventional lecture group (mean = 51.38, SD = 14.59), with a p value of 0.000002. Additionally, the deliberate practice group had no clear failures or seven good passes, whereas the conventional lecture group had five clear failures and no good passes. Moreover, the ANCOVA results indicated that the type of training had a significant positive effect on the students’ examination scores, independent of gender and academic year (F (4, 43) = 7.44, p = 0.0001).ConclusionDeliberate practice is significantly more effective than the conventional lecture method in teaching life-threatening trauma procedures to medical students. The implication of these findings is that implementing deliberate practice in medical education can enhance the competencies of students, improve their preparedness for real-world clinical settings, and produce better patient outcomes. However, future research should examine the broader applications and long-term benefits of this method in medical training.Trial registrationTCTR20240816009

What is the learning effect of video review in postgraduate medical education: a systematic review

BackgroundVideo review is a feasible, commonly used learning tool, but current literature lacks a comprehensive review of its impact on learning in postgraduate medical education. This systematic review aims at examining the learning effect of video review of resident performance in clinical practice during postgraduate medical education.MethodsA systematic literature search was conducted from May 2023 to July 2023 with an update on 12/12/2023. Databases of MEDLINE (Pubmed), Web of Science, Embase and ERIC (through Webquest) were searched. Eligible articles had to describe the learning effects of video review in clinical practice in postgraduate medical education. The videos had to be actively recorded in a setting where a camera was not normally used for standard patient care. The investigated effect needed to be classified at least as a Kirkpatrick level 2. We iteratively developed a standardized data extraction form to extract study characteristics. The methodological quality of the individual studies was assessed using the Medical Education Research Quality Instrument.ResultsOut of 9323 records after deduplication, 11 studies were included. The designs were randomised controlled trials (n = 4) and single-group pre-test post-tests trials (n = 7). The studies had outcomes related to knowledge and skills (n = 5), resident behaviours (n = 5) and patient outcome (n = 1). All studies reported outcomes regarding learning effect.ConclusionsVideo review appears to have a positive impact on residents’ learning outcomes in postgraduate medical education. However, it is mostly not tailored to the specific learning needs of residents, and there is a lack of information regarding its optimal integration with other learning methods and within distinct clinical contexts. The heterogeneity observed among the included studies makes it challenging to formulate clear recommendations in the use of video.

A systematic review of progress test as longitudinal assessment in Saudi Arabia

BackgroundThe rapid evolution of healthcare necessitates a new generation of doctors with strong critical thinking, problem-solving, and adaptability skills. This systematic review explores current longitudinal assessment practices in undergraduate medical education in Saudi Arabia with particular emphasis on progress test and its utility, advantages, and disadvantages.MethodsA systematic search was conducted across relevant databases to identify studies that discuss progress test in undergraduate medical education in Saudi Arabia. The studies were analyzed to evaluate their alignment with study objectives and to the demands of a changing healthcare landscape.ResultsThe review highlights the dynamic nature of progress test (PT) as a longitudinal assessment method in undergraduate medical education in Saudi Arabia. The advantages included yearly assessments and holistic feedback to enhance learning techniques and knowledge retention. Moreover, PT serves as both a summative and formative assessment, offering personalized learning experiences tailored to individual needs and pacing. Contrasting traditional assessments, PT promotes deep learning strategies and meaning-oriented approaches, fostering holistic understanding rather than rote memorization. Additionally, PT’s continuous nature allows for early identification of knowledge gaps and facilitates ongoing improvement.ConclusionThis systematic review provides a comprehensive overview of progress test as a longitudinal assessment method in undergraduate medical education. It identifies areas for improvement and informs the development of more effective assessment methods that better prepare future doctors for a future of innovation and personalized medicine.

EXPLORING THE IMPORTANCE OF DAILY REFLECTION WRITING AMONG UNDERGRADUATE MEDICAL STUDENTS: A CROSS-SECTIONAL STUDY

Objective: This study aimed to provide insights into the attitudes of medical students towards daily reflection writing and to explore the potential benefits of this practice for personal and professional development. The findings of this study could be used to inform medical education policy and practice, emphasising the need to integrate daily reflection writing into medical curricula. Methodology: 320 medical students (1st, 2nd, and 3rd year MBBS students) from Kabir Medical College Peshawar were included in the study from January 2023 till March 2023. Ethical approval was obtained from the Ethical Committee of Gandhara University. Two pre-tested questionnaires using a Likert scale were used. The questionnaire was self-administered, and content validity was ensured before conducting the research. Demographic information such as age, gender, and academic major was collected from participants. Descriptive and inferential analysis were applied using SPSS version 26.0. Results: The study found that most medical students positively perceived daily reflection writing. Almost half of the medical students (47.8%) found that writing in their logbooks improved their information retention, while 46.9% noticed positive changes in their learning approach. Additionally, nearly half of the participants (49.1%) reported being satisfied with the experience of daily reflection writing. These results highlight the potential benefits of integrating daily reflection writing in logbooks for medical students. Conclusion: The study highlights the need to integrate daily reflection writing into medical education curricula to foster critical thinking and self-awareness among medical students.

What all physicians should know about women’s health: a Delphi study

ObjectivesOver the past few decades, knowledge of women’s health regarding sex and gender differences in health has increased but transfer of these new insights into medical education and clinical practice...

Developing an interactive reproductive health equity session for pre-clerkship medical students

ABSTRACT In the United States, sexual, reproductive, and perinatal health inequities are well documented and known to be caused by a history of systemic oppression along many axes, including but not limited to race, ethnicity, gender, socioeconomic position, sexual orientation, and disability. Medical schools are responsible for educating students on systems of oppression and their impact on health. Reproductive justice advocates, including lay persons, medical students, and teaching faculty, have urged for integrating the reproductive justice framework into medical education and clinical practice. In response to medical student advocacy, we developed introductory didactic sessions on social and reproductive justice for preclinical medical students. These were created in a team-based learning format and include pre-course primer materials on reproductive justice. During the sessions, students engaged with hypothetical clinical vignettes in small groups to identify oppressive structures that may have contributed to the health outcomes described and potential avenues for contextually relevant and level-appropriate advocacy. The sessions took place in November 2019 (in-person) and 2020 (virtually) and were well attended by students. We highlight our experience, student feedback, and next steps, including further integration of reproductive health equity into medical school curricula in concert with department-wide education for faculty, residents, nursing, and allied health professionals. This introduction to social and reproductive justice can be adapted and scaled across different medical school curricula, enhancing the training of a new generation of physicians to become critically aware of how oppressive structures create health inequities and able to mitigate their impact through their roles as clinicians, researchers, and advocates.

Looking at Social Interactions in Medical Education with Dual Eye-Tracking Technology: A Scoping Review

Purpose Social interactions are fundamental to effective medical practice, yet assessing these complex dynamics in educational settings remains challenging. This review critically examines the emerging use of dual eye-tracking technology as a novel method to quantify, analyze, and enhance social interactions within medical education contexts. Materials and Methods We performed a scoping review of the literature, focusing on studies that utilized dual eye-tracking within medical education contexts. Our search included multiple databases and journals. We extracted information on technical setups, areas of application, participant characteristics, dual eye-tracking metrics, and main findings. Results Ten studies published between 2012 and 2021 met the inclusion criteria, with 90% utilizing dual screen-based- and 10% dual mobile eye-tracking. All studies were conducted in the context of surgical training, primarily focusing on laparoscopic surgery. We identified two main applications of dual eye-tracking: (1) as an educational intervention to improve collaboration, (2) as a diagnostic tool to identify interaction pattern that were associated with learning. Key metrics included joint visual attention, gaze delay and joint mental effort. Conclusion Dual eye-tracking offers a promising technology for enhancing medical education by providing high-resolution, real-time data on social interactions. However, current research is limited by small sample sizes, outdated technology, and a narrow focus on surgical contexts. We discuss the broader implications and potential for medical education research and practice.

China's Medical Education Research and Practice

This paper aims to explore the current situation, challenges, and practical pathways of medical education in China. Against the backdrop of rapid global changes in medical education, China is undergoing a transformation from traditional models to modern models of medical education. By examining the structure of China's medical education system, teaching methods, curriculum design, internship and clinical training, as well as international cooperation, this paper analyzes the existing problems and proposes improvement suggestions. The study suggests that strengthening medical humanities education, promoting problem-based learning (PBL), optimizing internship and training conditions, and deepening international cooperation are key to the future development of medical education in China.

QuPath Edu and OpenMicroanatomy: Open‐source virtual microscopy tools for medical education

AbstractVirtual microscopy is becoming increasingly common in both medical education and routine clinical practice. Virtual microscopy software is typically designed either for (1) training students in anatomy, histology, and histopathology, or (2) quantitative analysis—but not both simultaneously. QuPath is one of the most widely used software applications for histopathology image analysis in research and provides a comprehensive set of computational tools to evaluate histology slides. We have enhanced QuPath by developing a new extension, QuPath Edu, which adapts the software to function as an intuitive microanatomy learning environment. Additionally, we have created an entirely new, complementary software platform called OpenMicroanatomy, which provides an alternative way to access QuPath Edu teaching content through a web interface. These tools have been used in teaching of first year medical and dentistry students at the University of Oulu Medical Faculty, and we conducted a user survey for the Class of 2023 to assess the usability and student experience. In general, the introduced annotation and quiz features were appreciated by the students and the system usability of OpenMicroanatomy was considered excellent (SUS score 84.8). Together, these freely available tools enable teachers to develop and deploy innovative training material for anatomy, histopathology, quantitative analysis, and artificial intelligence in a wide range of contexts. This unique combination can provide the next generation of students with essential multidisciplinary skills.

Virtual reality: The bridge between medical education and clinical practice.

After perusing the paper by Kim et al, I discovered that this is an interesting manuscript and a successful study. Virtual reality (VR) is an emerging and promising technology employed in the domain of medical practice and medical education over the past decade. In the era of big data, VR is constantly progressing in the fields of medical education and clinical diagnosis and treatment. As a novel scientific and technological tool, VR not only overcomes multiple limitations of the traditional medical teaching mode but also reduces the reliance on personnel and equipment. VR can simulate the real clinical situation, stimulate the enthusiasm of young doctors and nurses for clinical study, and simultaneously safeguard and promote medical safety and doctor-patient harmony. Favorable outcomes have been attained in clinical teaching and diagnosis and treatment activities. While enhancing the training conditions of medical cosmetics and elevating the level of clinical practice and teaching, the risks resulting from improper clinical diagnosis and treatment have been circumvented. All of this is evident and comprehensible.

Systematic review of ChatGPT accuracy and performance in Iran's medical licensing exams: A brief report.

ChatGPT has demonstrated significant potential in various aspects of medicine, including its performance on licensing examinations. In this study, we systematically investigated ChatGPT's performance in Iranian medical exams and assessed the quality of the included studies using a previously published assessment checklist. The study found that ChatGPT achieved an accuracy range of 32-72% on basic science exams, 34-68.5% on pre-internship exams, and 32-84% on residency exams. Notably, its performance was generally higher when the input was provided in English compared to Persian. One study reported a 40% accuracy rate on an endodontic board exam. To establish ChatGPT as a supplementary tool in medical education and clinical practice, we suggest that dedicated guidelines and checklists are needed to ensure high-quality and consistent research in this emerging field.

Exploring links between visuospatial ability and anatomy learning in education: A bibliometric analysis and scientific mapping.

The field of medical education faces a significant challenge in teaching human anatomy, a fundamental aspect of medical science that is often perceived as complex and demanding. Understanding the shapes and anatomical structure locations is crucial for students to master the intricacies of anatomy. Visuospatial ability, which involves comprehending three-dimensional structures and their spatial relationships, plays a pivotal role in anatomy learning. The aim of this study was to examine keywords, territories/countries, the number of publications, institutions, authors, and associated journals related to visuospatial ability in anatomy learning through extensive bibliometric analysis. Data were gathered from the Scopus database, and VOSviewer was employed to conduct a bibliometric analysis. Approximately 552 eligible articles were examined in their entirety. The findings indicated that the most significant research growth occurred in 2012, with the United States of America emerging as the leading country in the field. Furthermore, Anatomical Science Education was recognized as the most esteemed journal in this field, with Wilson, T.D. being credited as the most influential author. The bibliometric data also demonstrated various approaches to improve visuospatial capacity in anatomy learning, such as utilizing virtual reality or other computer-assisted learning modalities and their integration into medical education practice. In conclusion, these findings highlight the critical role of visuospatial ability in facilitating the acquisition of anatomical knowledge and offer direction for future research in this area.

EXPERIENCE OF IMPLEMENTING THE DISTANCE E-COURSE “STATISTICAL METHODS IN PHARMACY” IN THE MATHEMATICAL TRAINING OF FUTURE PHARMACEUTICAL SPECIALISTS

The article is dedicated to the issue of distance and online learning in higher pharmaceutical education. In the paper, the main principles and characteristic features of the concept of distance learning are outlined, the main advantages and disadvantages of using distance and e-learning in pharmaceutical and medical higher education are discussed. Considerable attention is paid to the use of distance learning technology in the process of math training for students pursuing higher education in the field of pharmacy. In addition to technical means and the structural-methodological component of the distance course development process, special attention is given to psycho-pedagogical aspects, which includes a focus on increasing the motivation of this group of education seekers to master disciplines related to exact sciences. It is demonstrated, using the example of the developed by the authors distance course “Statistical Methods in Pharmacy”, implemented with the LMS Moodle, that a successful combination of methodological approaches and innovative teaching methods, aimed at implementing a competency-based approach in education, along with modern information technology providing online access to educational content, including tools for feedback support, practical skills development, and automated self-assessment, ensures the effectiveness of achieving educational goals by learners and the formation of professional competencies defined by the educational program. The course was tested, certified, and implemented in the fundamental training of future pharmaceutical professionals at the National University of Pharmacy. It is concluded, that the implementation of distance learning technology in the practice of Ukrainian higher pharmaceutical and medical education is necessary not only due to the current conditions that make it impossible to organize full-fledged offline education but also because of the efficiency of these technologies, primarily for organizing independent students’ work, that ensures the development of learners’ autonomy, contributes to the development of information culture, general digital competence, and a range of soft skills, including communication, interaction, collaboration in a digital environment, and the rational use of study time.

Informing factors and outcomes of self-assessment practices in medical education: a systematic review

Background Self-assessment (SA) is increasingly recognized not only as an assessment method but also as a vital learning activity that enables learners to identify their strengths and limitations, fostering a crucial skill for lifelong learning. Despite its acknowledged significance, there remains a gap in understanding SA for and as learning, rather than merely of learning. This review, therefore, explores two primary questions: (1) What factors inform the implementation of medical students’ SA practices? (2) How does SA practices contribute to various educational outcomes? Methods A systematic review was conducted across five databases, employing a combination of keywords pertinent to SA and medical education. Our selection criteria deliberately excluded articles that solely focused on the accuracy of SA or used SA exclusively as a measure for other outcome variables. As a result, 39 studies met our inclusion criteria and were analyzed for this review. Qualitative narrative synthesis was used to summarize the informing factors. Furthermore, Kirkpatrick’s model was employed to categorize and summarize the effects of SA activities across various educational outcome levels, including reactions, learning, and behavioral changes. Results Our review reveals that key factors influencing students’ SA includes feedback from various stakeholders, peer assessment, the format of SA, and both learner and teacher training. Among the 39 studies examined, the majority demonstrated positive effects of SA on aspects such as attitudes and skills. However, a minority found no significant associations, with these outcomes frequently linked to contextual variables and how SA was implemented. Conclusions Our review does not focus on SA accuracy or its role as an assessment method; instead it delves into the role of SA as an integral learning practice. We explored its influencing factors and its impact across various outcomes. The findings indicate that for SA to effectively enhance student learning outcomes, it must be implemented with ample support, clear guidelines, and within contexts that encourage feedback and reflection.

Accommodating Learners: An Adaptive Approach to Surgical Hand Preparation With Crutches

Accommodations for injured and disabled surgical providers have to balance an individual's needs with measures that ensure sterility requirements, patient and provider safety. The highly specialized nature of the surgical environment poses challenges when implementing changes in the operating room and literature is limited on adaptive surgical hand preparation techniques necessary to maximize a disabled medical student's active participation in their surgical clerkship. This paper presents a detailed account of the development and implementation of an adaptive surgical hand preparation designed to address mobility needs, enabling a student's active participation and education in the surgical curriculum. This offers a framework for adapting traditional surgical hand preparation techniques for crutches consisting of essential requirements in terms of equipment and personnel, step-by-step guide for implementation, discussion of potential risks related to contamination and safety, and a discussion on future directions for further innovation. An adaptive surgical hand preparation technique was necessary to sterilize forearm crutches for a third-year medical student with a physical disability to ensure accessibility in the operating room and equity in surgical clerkship and medical education. Successful use of this protocol, in over 40 surgical cases throughout an 8-week surgical clerkship, created opportunity for a disabled medical student to access the sterile operating table through collaboration and innovation in the operating room. The adaptive hand preparation and sterile crutch cover solution was necessary for the student to assist in open, laparoscopic, and surgical procedures resulting in high clinical performance marks in the surgical clerkship. Beyond the individual benefit, this protocol promotes the importance of equity in medication education and encourages diversity through adaptive measures in the surgical field. Designing an adaptive sterilization protocol for use of crutches in the operating room serves as an example of educational engineering and adaptable accessibility. The entire collaborative effort involving the medical student, university, surgical providers and operating room staff demonstrates the importance of teamwork in creating access in healthcare settings. Through learned experience, the authors provide insights for future directions for innovation, aiming to enhance access and inclusivity in medical education and surgical practice. This paper reflects on the broader implications of educational engineering and inclusive practices in healthcare.

From Scalpel to Simulation: Reviewing the Future of Cadaveric Dissection in the Upcoming Era of Virtual and Augmented Reality and Artificial Intelligence.

Cadaveric dissection (CD) has been a foundational practice in medical education for centuries, offering indispensable insights into human anatomy. However, the advent of artificial intelligence (AI) and related technologies is revolutionizing the way anatomy is taught and learned. CD has long been regarded as a cornerstone of medical education, playing a critical role in providing hands-on experience and a deep understanding of human anatomy. It has allowed medical students and professionals to explore the intricacies of the human body in a way that textbooks and other educational resources could not fully replicate. By physically examining and dissecting cadavers, students gain invaluable insights into the complexity of human tissues, organ systems, and anatomical relationships, laying the foundation for their clinical knowledge and practice. This review explores the enduring significance of human cadaveric dissection in contemporary medical education and examines the impact of AI-driven tools and virtual simulations on traditional dissection practices. It also discusses the potential integration of these technologies to enhance medical training. Through an analysis of recent studies and emerging trends, this article provides a concise overview of how CD and AI can complement each other in the education of future healthcare professionals. As technology has advanced, traditional methods of teaching and learning anatomy are undergoing a transformation. AI-powered tools, virtual reality (VR), augmented reality (AR), and 3D simulations are increasingly being integrated into medical curricula, offering new ways to visualize and interact with anatomical structures. These technologies can simulate complex procedures, provide real-time feedback, and offer repeatable, risk-free learning experiences. As a result, many educators and institutions are rethinking the role of CD in the modern medical classroom, questioning whether it remains indispensable or if AI-based alternatives can adequately replace or supplement it. We analyze how AI and virtual simulations are being utilized to complement cadaver-based learning, potentially enhancing the educational experience through innovative, interactive methods. It also will highlight the unique value that CD still provides, including the tactile and spatial understanding of the human body that digital tools may not fully replicate. We also discuss the potential benefits of integrating these technologies into anatomy education, such as increased accessibility, personalized learning, and improved retention of knowledge. Ultimately, the review will consider how the combination of traditional dissection methods and cutting-edge AI technologies can create a more dynamic and effective approach to medical education, preparing students better for the complexities of clinical practice. A consensus has to be reached on how CD and AI can coexist and complement one another in the training of future healthcare professionals.

Training an infectious disease unit in palliative care during and post COVID-19: a qualitative longitudinal study.

To understand palliative care needs and their changes perceived by health professionals (HPs) of the Infectious Diseases Unit who participated in palliative care (PC) intensive training during the pandemic and behind/during the pandemic and one year after the outbreak. A longitudinal qualitative study. Thematic analysis and meaning shift were two months after training to one year. This specific thematic approach enabled the researchers to fully understand the experiences of the HPs after they participated in the intensive PC training program during the pandemic. Participant validation meeting with the ward's staff one year after the end of the course was performed. The two last validation meetings were used as a triangulation source to plan the new education projects. From March 9 to 28, 2020, the Palliative Care Services (PCS) developed intensive experiential training. Thirty-one HPs of the Infectious Diseases Unit (physicians and nurses) who were facing the COVID-19 emergency participated in the training. We conducted eight semi-structured interviews with HPs who participated in intensive training during the first wave of the pandemic (T0), two months (T1) after training and after one year (T2), during the second wave. Two validation meetings were performed as suggested by the best practices in medical education. Twenty-two infectious disease staff members participated, 8 physicians and 14 nurses. Our data show a meaning shift on five overarching themes (defined within the sub-themes): (1) Recognizing patients' palliative care needs; (2) Responses to palliative care needs; (3) Increasing attention to intervention and care choices; (4) The suffering of health professionals; (5) Training evaluations and future expectations. At the end of Pandemic period, new training needs and acquisition have emerged. Palliative care needs changed over time: the COVID-19 themes are now far from their perception, and somehow the skills acquired during the intensive training are less present. The pandemic led to a rapid acquisition of competencies and changes in the professionals' behaviors, maintenance of professionals' knowledge and competencies at two months and one year. COVID has improved relationships and increased interactions with the infectious world but that it has not been enough. The integration between PC and Infectious world needs models of integration to implement.

From awareness to action: fostering health justice in medical education through an integrated workshop and resource

ABSTRACT Background There is growing concern that biased practices in medical education can contribute to health disparities, however, there is a lack of resources to address these concerns. Methods Kern’s six steps of curriculum development informed the creation of a toolkit and faculty development workshop to improve the incorporation of DEIAJ (diversity, equity, inclusion, advocacy, and justice) in medical education materials. The authors conducted two 60-min workshops; each consisted of an introductory lecture, case-based activity, and group discussions. Kirkpatrick’s Model informed evaluation, including a retrospective pre–post workshop survey. Results Twenty-seven participants, primarily medical school faculty members, completed the workshop. Survey respondents demonstrated increases in their self-rated views on the importance of DEIAJ in medical education and their comfort level in editing curricular materials. Conclusions This workshop and toolkit represent promising interventions aimed at fostering enhanced capacities and comfort regarding DEIAJ topics in medical education.

Holistic Review in Applicant Selection: A Scoping Review.

To avoid overreliance on metrics and better identify candidates who add value to the learning environment, some medical schools and residency programs have begun using holistic review for screening and selection, but limited data support or refute this use. This scoping review examines holistic review definitions and practice in medical education, summarizes research findings, and identifies gaps for future research. The authors searched 7 databases using the keywords holistic, attributes, mission-based, mission-centric, and socially accountable for articles on holistic review within undergraduate medical education (UME) and graduate medical education (GME) published from database inception through July 5, 2024. Author pairs independently screened articles for inclusion and extracted data. Discrepancies were resolved via discussion. Quantitative and qualitative synthesis was performed. A total of 6,511 articles were identified, with 33 included in this review. Twenty-five studies (76%) focused exclusively on GME, with only a few assessing holistic review in UME. Holistic review was implemented at 3 main stages: screening, interviewing, and ranking. Common rationales included service patterns, patient-physician identity concordance, enhancing patient trust, professional advocacy, and educational benefits. Holistic review elements varied, with most falling within the Association of American Medical Colleges experiences, attributes, and metrics framework. Nearly all studies reported an increase in the percentage of underrepresented in medicine trainees interviewed or selected. Several studies also demonstrated increases in other groups (e.g., women, lower socioeconomic status). Many studies included additional interventions to promote diversity, limiting the ability to assess holistic review in isolation. This scoping review summarizes the literature on rationale, development and implementation process, structure and components, outcomes assessed, barriers, and strategies for success for holistic review. This work can inform institutions and departments seeking to develop or refine their own holistic review systems and serve as a nidus for future research.

Current application of ChatGPT in undergraduate nuclear medicine education: Taking Chongqing Medical University as an example

Background Nuclear Medicine(NM), as an inherently interdisciplinary field, integrates diverse scientific principles and advanced imaging techniques. The advent of ChatGPT, a large language model, opens new avenues for medical educational innovation. With its advanced natural language processing abilities and complex algorithms, ChatGPT holds the potential to substantially enrich medical education, particularly in NM. Objective To investigate the current application of ChatGPT in undergraduate Nuclear Medicine Education(NME). Methods Employing a mixed-methods sequential explanatory design, the research investigates the current status of NME, the use of ChatGPT and the attitude towards ChatGPT among teachers and students in the Second Clinical College of Chongqing Medical University. Results The investigation yields several salient findings: (1) Students and educators in NM face numerous challenges in the learning process; (2) ChatGPT is found to possess significant applicability and potential benefits in NME; (3) There is a pronounced inclination among respondents to adopt ChatGPT, with a keen interest in its diverse applications within the educational sphere. Conclusion ChatGPT has been utilized to address the difficulties faced by undergraduates at Chongqing Medical University in NME, and has been applied in various aspects to assist learning. The findings of this survey may offer some insights into how ChatGPT can be integrated into practical medical education.