Gender-based support systems influencing female students to pursue a bachelor of medicine, bachelor of surgery (MBBS) in Rwanda.

BACKGROUND: While Sub-Saharan Africa contains nearly one third of the global burden of disease, it only contains 3.5% of the healthcare workforce. Furthermore, female medical doctors are underrepresented across the continent. Studies show that increasing gender representation in medicine not only bridges this gap but may have a positive impact on patient care. This study explores the support systems influencing female students to pursue medical school in Rwanda, aiming to recommend ways to increase female participation through support systems. METHODS: This is an exploratory, interpretive study employing qualitative methods. The study was conducted at thirteen secondary schools within two provinces and three universities in Rwanda that offer a medical degree program. Participants were divided into focus groups, including female and male secondary students in science and non-science combinations; teachers of secondary students; female and male students enrolled in medical school; and parents of secondary students in science and non-science combinations. Private and public, mixed and girls-only secondary schools that met the criteria were selected in each province, and all universities offering a medical degree. Participants were selected via random stratified sampling. Thirty-four semi-structured focus group discussions were conducted (28 secondary-level and 6 university-level) and 16 interviews. Data was coded inductively, with common themes identified. RESULTS: Four main themes were identified as support systems that can either serve as facilitators or barriers to pursuing an MBBS, including teacher support, parental or familial support, financial or institutional policy support, and having access to female mentors or role models. CONCLUSION: Social support systems are enablers encouraging female students to join medical school. Integrating social support systems in schools and the community has the potential to increase female applicants to medical school in Rwanda.

The association between empathy and burnout in medical students: a systematic review and meta-analysis.

BACKGROUND: Burnout levels in medical students are higher than in other student groups. Empathy is an increasingly desired outcome of medical schools. Empathy is negatively associated with burnout in physicians. Our objective was to quantitatively review the available literature on associations between empathy and burnout in medical students, and to explore associations between specific empathy aspects (cognitive and affective) and burnout sub-dimensions (emotional exhaustion, depersonalization and personal accomplishment). METHODS: A comprehensive search of the literature published up until January 2024 was undertaken in the PubMed, EMBASE, CINAHL, The Cochrane Library, and PsycINFO databases. Two independent reviewers screened 498 records and quality-rated and extracted data from eligible studies. The effect size correlations (ESr) were pooled using a random-effects model and between-study variation explored with meta-regression. The review was preregistered with PROSPERO (#CRD42023467670) and reported following the PRISMA guidelines. RESULTS: Twenty-one studies including a total of 27,129 medical students published between 2010 and 2023 were included. Overall, empathy and burnout were negatively and statistically significantly associated (ESr: -0.15, 95%CI [-0.21; -0.10], p < .001). When analyzing sub-dimensions, cognitive empathy was negatively associated with emotional exhaustion (ESr: -0.10, 95%CI [-0.17; -0.03], p = .006) and depersonalization (ESr: -0.15, 95%CI [-0.24; 0.05], p = .003), and positively associated with personal accomplishment (ESr: 0.21, 95%CI [0.12; 0.30], p < .001). Affective empathy was not statistically significantly associated with emotional exhaustion, depersonalization or personal accomplishment. Supplementary Bayesian analysis indicated the strongest evidence for the positive association between cognitive empathy and personal accomplishment. Response rate and gender moderated the relationship so that higher response rates and more male respondents strengthen the negative association between empathy and burnout. CONCLUSION: Greater empathy, in particular cognitive empathy, is associated with lower burnout levels in medical students. This appears to be primarily driven by cognitive empathy's positive association with personal accomplishment. PROTOCOL REGISTRATION: #CRD42023467670.

Using reflective writing to enhance empathy among medical students.

Reflection is a skill which has the potential to enhance higher order thinking such as empathy and compassion. We aimed to study reflective writing as a means to nurture empathy among medical students. An interventional study was conducted among 73 final-year medical students using the Toronto Empathy Questionnaire. The questionnaire was administered anonymously before and after a clinical clerkship. Reflective writing generated strong emotional responses but did not improve Empathy Questionnaire scores. Reflective writing about patient care experiences may be useful in clinical clerkships to develop certain constructs of empathy such as perspective taking and compassion among medical students, but it may not raise empathy scores in the short term.

La réflexion est une compétence qui a le potentiel de développer la pensée de haut niveau telle que l'empathie et la compassion. Nous avons voulu étudier l'écriture réflexive comme moyen de développer l'empathie chez les étudiants en médecine. Une étude interventionnelle a été menée auprès de 73 étudiants en dernière année de médecine à l'aide du Toronto Empathy Questionnaire. Le questionnaire a été administré de manière anonyme avant et après un stage clinique. L'écriture réflexive a suscité de fortes réactions émotionnelles mais n'a pas amélioré les scores au questionnaire sur l'empathie. L'écriture réflexive sur les expériences de soins aux patients peut être utile dans les stages cliniques pour développer chez les étudiants en médecine certains concepts d'empathie tels que la compréhension du point de vue de l'autre et la compassion, sans pour autant augmenter les scores d'empathie à court terme.

How early clinical experiences in rural communities influence student learning about rural generalism considered through the lens of educational theory.

Introduction: Rural communities have poorer health compared to urban populations due partly to having lesser healthcare access. Rural placements during medical education can equip students with the knowledge and skills to work in rural communities, and, it is hoped, increase the supply of rural physicians. It is unclear how students gain knowledge of rural generalism during placements, and how this can be understood in terms of place-based and/or sociocultural educational theories. To gain insight into these questions we considered the experiences of pre-clerkship medical students who completed two mandatory four-week rural placements during their second year of medical school. Methods: Data was collected using semi-structured interviews or focus groups, followed by thematic analysis of the interview transcripts. Results: Rural placements allowed students to learn about rural generalism such as breadth of practice, and boundary issues. This occurred mainly by students interacting with rural physician faculty, with the effectiveness of precepting being key to students acquiring knowledge and skills and reporting a positive regard for the placement experience. Discussion: Our data show the central role of generalist physician preceptors in how and what students learn while participating in rural placements. Sociocultural learning theory best explains student learning, while place-based education theory helps inform the curriculum. Effective training and preparation of preceptors is likely key to positive student placement experiences.

Introduction: Les communautés rurales sont en moins bonne santé que les populations urbaines, en partie parce qu'elles ont moins accès aux soins de santé. Les stages de médecine en milieu rural peuvent permettre aux étudiants d'acquérir les connaissances et les compétences nécessaires pour travailler dans les communautés rurales et, on l'espère, augmenter le nombre de médecins y travaillent. On ne sait pas clairement comment les étudiants acquièrent des connaissances sur le généralisme rural au cours de leurs stages, et comment cela peut être compris en termes de théories éducatives socioculturelles et/ou basées sur le lieu de travail. Pour répondre à ces questions, nous avons étudié les expériences d'étudiants en médecine au pré-clinique qui ont effectué deux stages obligatoires de quatre semaines en milieu rural au cours de leur deuxième année d'études de médecine. Méthodes: Les données ont été recueillies au moyen d'entrevues semi-structurées ou de groupes de discussion, suivis d'une analyse thématique des transcriptions des entrevues. Résultats: Les stages en milieu rural ont permis aux étudiants de se familiariser avec le généralisme rural, notamment l'étendue de la pratique et les questions de limites. L'efficacité du préceptorat est essentielle pour que les étudiants acquièrent des connaissances et des compétences et qu'ils aient une expérience de stage positive. Discussion: Nos données témoignent du rôle central que jouent les médecins généralistes précepteurs quant au contenu et modes d'apprentissage des étudiants lorsqu'ils participent à des stages en milieu rural. La théorie de l'apprentissage socioculturel est celle qui explique le mieux l'apprentissage des étudiants, tandis que la théorie de la formation fondée sur le lieu contribue à orienter le programme d'études. Une formation et préparation efficace des précepteurs est probablement la clé d'une expérience de stage positive pour les étudiants.

Understanding the perspective of community co-educators on community-based service learning: a qualitative analysis.

Background: Community-based service learning (CBSL) is a core component of the Canadian medical education system. However, the unique role of community partner organizations (CPOs) in supporting CBSL remains unclear. This qualitative study evaluates the perspective of CPOs as co-educators in the undergraduate medical curriculum. Methods: We conducted eight semi-structured, one-on-one interviews with CPOs at a medical school in Toronto, Ontario between 2020-2021. Interviews were conducted following a pre-determined interview guide and then recorded, de-identified, and transcribed. Three reviewers independently performed an inductive thematic analysis of codes followed by a group review of discrepancies. Results: Five main findings were identified: 1) CPOs share a common interest in serving as co-educators; 2) considerable heterogeneity in the understanding of co-education exists; 3) there is an opportunity for increased partnerships between CPOs and faculty; 4) the role of co-educators is limited by curriculum structure; and 5) co-educators facilitate unique teachings of social determinants of health otherwise not available through traditional didactic teaching. Conclusions: There is an emerging, unique role for community co-educators in the undergraduate medical curriculum, supported by interest from CPOs. Its emphasis may contribute to future cohorts of medical students capable of understanding and addressing the needs of the populations they serve.

Contexte: L'apprentissage par le service communautaire (APSC) est une composante essentielle du système d'éducation médicale canadien. Cependant, le rôle unique des organismes communautaires partenaires (OCP) dans le soutien de l'APSC n'est toujours pas clair. Cette étude qualitative évalue le point de vue des OCP en tant que co-éducateurs dans le programme d'études médicales de premier cycle. Méthodes: Nous avons mené huit entrevues individuelles semi-structurées avec des OCP d'une faculté de médecine de Toronto, en Ontario, entre 2020 et 2021. Les entrevues ont été menées en suivant un guide d'entrevue prédéterminé, puis enregistrées, dépersonnalisées et transcrites. Trois examinateurs ont effectué indépendamment une analyse thématique inductive des codes, suivie d'un examen collectif des divergences. Résultats: Cinq conclusions principales ont été identifiées : 1) les OCP ont un intérêt commun à agir en tant que co-éducateurs; 2) il existe une grande hétérogénéité dans la compréhension de la co-éducation; 3) il est possible d'accroître les partenariats entre les OCP et le corps professoral; 4) le rôle des co-éducateurs est limité par la structure du curriculum médical et 5) les co-éducateurs facilitent des opportunités d'apprentissage uniques sur les déterminants sociaux de la santé qui ne sont pas disponibles dans le cadre de l'enseignement didactique traditionnel. Conclusions: Les co-éducateurs communautaires jouent un rôle novateur et unique dans le programme d'études médicales de premier cycle, soutenu par l'intérêt des OCP. L'accent mis sur ce rôle peut contribuer à former de futures cohortes d'étudiants en médecine capables de comprendre et de répondre aux besoins des populations qu'ils servent.

Medical Students' Clinical Knowledge of Integrated Management of Childhood Illness: A cross-sectional comparative study.

Objectives: This study aimed to investigate and compare the clinical knowledge implications of the integrated management of childhood illness (IMCI) preservice education between pre-clerkship and junior clerkship medical students. Methods: This observational comparative cross-sectional study was conducted between June and August 2022 at Sultan Qaboos University, Muscat, Oman. A self-administered questionnaire was utilised and included questions on sociodemographic data, duration of IMCI preservice training, knowledge of the participants concerning the IMCI objectives and information on a range of childhood conditions. Results: A total of 97 medical students were included in the study. The majority of students (42.3%) had received 2 lectures in IMCI preservice training. The role of the IMCI approach in reducing childhood morbidity and mortality was advocated by the majority of students (80.8% in the junior-clerkship [JCR] group and 73.3% in the pre-clerkship group). The awareness of the IMCI component of improving the health system was higher in JCR compared to pre-clerkship participants (P = 0.044). When compared to pre-clerkship students, the JCR participants demonstrated a slightly higher awareness of skin pinch (P = 0.038), chest indrawing (P = 0.008), anaemia assessment based on nail bed examination (P = 0.002), diagnostic assessment of malnutrition based on palm examination (P = 0.018), sucking capacity in breastfeeding (P = 0.025), and vaccines such as those for tuberculosis (P = 0.001), pneumococcal (P = 0.018) and rotavirus (P = 0.007). Conclusion: The majority of students displayed good IMCI knowledge and JCR students showed better knowledge compared to pre-clerkship candidates.

Electronic distance based clinical skills training development in family medicine in Namibia.

Workplace-based evaluation is one of the most important, but challenging aspects of medical education. The aim was to improve the assessment of the rural community-based clinical training for undergraduate 3rd and 4th year family medicine students at the University of Namibia (UNAM) and implement a paperless process. An online module was developed on the Moodle platform to include a study guide, an electronic portfolio, and electronic resources (e-books and apps) to replace the current paper version of the logbook. We explored local resources by engaging with students and clinical trainers on how to best conduct the initial implementation. Engagement also entailed motivating students to actively participate in the implementation process. All 3rd and 4th year community-based education end service (COBES) students are now submitting proof of clinical learning electronically with the use of their phones in their online portfolio and using online resources. In addition, students in the practical family medicine module that has been introduced in the 6th year since 2023 are now also using an electronic portfolio and these assessment tools.Contribution: Overall feedback from students and supervisors indicates a positive atmosphere of learning and constructive feedback on performance from all team members, hopefully improving work-based assessments and ultimately patient care. More members of the primary health care team were involved and the carbon footprint has also been decreased.

Empathy in undergraduate medical students: a multi-center cross-sectional study in China.

BACKGROUND: Fostering empathy has been continuously emphasized in the global medical education. Empathy is crucial to enhance patient-physician relationships, and is associated with medical students' academic and clinical performance. However, empathy level of medical students in China and related influencing factors are not clear. METHODS: This was a cross-sectional study among medical students in 11 universities. We used the Jefferson Scale of Empathy Student-version of Chinese version to measure empathy level of medical students. Factors associated with empathy were identified by the univariate and multivariate logistic regression analyses. Based on the variables identified above, the nomogram was established to predict high empathy probability of medical students. Receiver operating characteristic curve, calibration plot and decision curve analysis were used to evaluate the discrimination, calibration and educational utility of the model. RESULTS: We received 10,901 samples, but a total of 10,576 samples could be used for further analysis (effective response rate of 97.02%). The mean empathy score of undergraduate medical students was 67.38 (standard deviation = 9.39). Six variables including gender, university category, only child or not, self-perception doctor-patient relationship in hospitals, interest of medicine, Kolb learning style showed statistical significance with empathy of medical students (P < 0.05). Then, the nomogram was established based on six variables. The validation suggested the nomogram model was well calibrated and had good utility in education, as well as area under the curve of model prediction was 0.65. CONCLUSIONS: We identify factors influencing empathy of undergraduate medical students. Moreover, increasing manifest and hidden curriculums on cultivating empathy of medical students may be needed among medical universities or schools in China.

How do stressful life events affect medical students' academic adjustment? Parallel mediating mechanisms of anxiety and depression.

BACKGROUND: Medical students frequently face challenges in academic adjustment, necessitating effective support and intervention. This study aimed to investigate the impact of stressful life events on medical students' academic adjustment, focusing on the mediating roles of depression and anxiety. It also differentiated the impacts between at-risk students (those with academic failures) and their peers respectively. METHODS: This case-control study involved 320 at-risk medical students and 800 other students from a university in western China. Participants anonymously completed the scales of stressful life events, depression, anxiety, and academic adjustment. T-tests, ANOVA, Pearson correlation, and structural equation modeling were employed for statistical analysis. RESULTS: Depression and anxiety were significantly more prevalent in at-risk students (46.8% and 46.1%, respectively) than in controls (34.0% and 40.3%, respectively). Notably, at-risk students had poorer academic adjustment (t = 5.43, p < 0.001). The structural equation modeling had good fit indices and the results indicated that depression and anxiety fully mediated the effects of stressful life events on academic adjustment. For at-risk students, stressful life events significantly decreased academic adjustment through increased depression and anxiety (p < 0.001). Conversely, anxiety had a positive effect on academic adjustment in other students. CONCLUSION: Targeted interventions focusing on depression and anxiety could reduce the negative impact of stressful life events on medical students' academic adjustment. However, educators have to distinguish the differences between at-risk students and others.

What are medical students taught about persistent physical symptoms? A scoping review of the literature.

BACKGROUND: Persistent Physical Symptoms (PPS) include symptoms such as chronic pain, and syndromes such as chronic fatigue. They are common, but are often inadequately managed, causing distress and higher costs for health care systems. A lack of teaching about PPS has been recognised as a contributing factor to poor management. METHODS: The authors conducted a scoping review of the literature, including all studies published before 31 March 2023. Systematic methods were used to determine what teaching on PPS was taking place for medical undergraduates. Studies were restricted to publications in English and needed to include undergraduate medical students. Teaching about cancer pain was excluded. After descriptive data was extracted, a narrative synthesis was undertaken to analyse qualitative findings. RESULTS: A total of 1116 studies were found, after exclusion, from 3 databases. A further 28 studies were found by searching the grey literature and by citation analysis. After screening for relevance, a total of 57 studies were included in the review. The most commonly taught condition was chronic non-cancer pain, but overall, there was a widespread lack of teaching and learning on PPS. Several factors contributed to this lack including: educators and learners viewing the topic as awkward, learners feeling that there was no science behind the symptoms, and the topic being overlooked in the taught curriculum. The gap between the taught curriculum and learners' experiences in practice was addressed through informal sources and this risked stigmatising attitudes towards sufferers of PPS. CONCLUSION: Faculties need to find ways to integrate more teaching on PPS and address the barriers outlined above. Teaching on chronic non-cancer pain, which is built on a science of symptoms, can be used as an exemplar for teaching on PPS more widely. Any future teaching interventions should be robustly evaluated to ensure improvements for learners and patients.

Medical and dental student knowledge about COVID-19 and influenza vaccines impact opinions about vaccine advocacy and future practice.

Introduction: The World Health Organization has identified vaccine hesitancy as a global public health challenge. Healthcare providers are among the most influential and trusted figures for vaccine counseling. This article focuses on COVID-19 and influenza personal immunization behaviors, vaccine knowledge and opinions, and vaccine counseling confidence among future healthcare providers - dental and medical students. Methods: A cross-sectional anonymous online survey was conducted at four dental schools and one allopathic medical school in the United States. Items included personal vaccination status for the COVID-19 and influenza vaccines and vaccine-specific items developed based on past research to assess knowledge, opinions, and behaviors. Results: Two hundred and thirty-two medical and 221 dental students completed the survey. 68 and 55% scored average/above-average knowledge on COVID-19 and influenza vaccine items, respectively. There were significant differences between those with average/above-average and below-average knowledge scores regarding learning about, recommending, and advocating for vaccines and counseling vaccine-hesitant patients for both vaccines (p < 0.0001). Although higher-knowledge students had higher vaccination rates (p < 0.0001), many had insufficient knowledge about vaccines. Discussion: Healthcare providers play a crucial role in vaccine advocacy. The identified knowledge gaps are significant as they impact quality of patient care. And opinions about future vaccination practice such as recommending, providing, and counseling about vaccines. Equipping students with knowledge and communication skills will enable them to be strong vaccine advocates to improve overall public health.

Evaluation and refinement of Self-Directed Learning Readiness Scale for medical students.

PURPOSE: This study evaluated the underlying subdomain structure of the Self-Directed Learning Readiness Scale (SDLRS) for medical students and refined the instrument to measure the subdomains to provide evidence for construct validity. Developing self-directed learners is a well-recognized goal amongst medical educators. The SDLRS has been frequently used, however, lack of construct validity makes it difficult to interpret results. METHODS: To identify the valid subdomains of the SDLRS, items were calibrated with the graded response model (GRM) and results were used to construct a 30-item short form. Short-form validity was evaluated by examining the correspondence between the total scores from the short form and the original instrument for individual students. RESULTS: A five-subdomain model explained the SDLRS item response data reasonably well. These included: (1) initiative and independence in learning, (2) self-concept as an effective learner, (3) openness to learning opportunity, (4) love of learning, and (5) acceptance for one's own learning. The unidimensional GRM for each subdomain fits the data better than multi-dimensional models. The total scores from the refined short form and the original form were correlated at 0.98 and the mean difference was 1.33, providing evidence for validation. Nearly 91% of 179 respondents were accurately classified within the low, average, and high readiness groups. CONCLUSION: Sufficient evidence was obtained for the validity and reliability of the refined 30-item short-form targeting five subdomains to measure medical students' readiness to engage in self-directed learning.

Differences in fear of failure and college adjustment by type of medical school entrance extrinsic motivation using a latent profile analysis.

PURPOSE: The decision to enroll in medical school is largely influenced by extrinsic motivation factors. It is necessary to explore the factors that affect pre-med students' motivation to enter medical school and their college adjustment, and to develop measures to help them adjust. METHODS: A total of 407 pre-med students were surveyed regarding their motivation to enter medical school, fear of failure, and college adjustment. We analyzed the latent profiles of extrinsic motivation factors using latent profile analysis. One-way analysis of variance was conducted to examine the differences in fear of failure and adaptation to university life according to the latent groups. RESULTS: After analyzing the latent profiles of entrance motivation, three latent profiles were selected. They were divided into high, medium, and low extrinsic motivation groups. Three profiles scored the highest on job security, followed by good grades and social status. Sophomores were more likely to be high extrinsic motivators than freshmen were. Fear of failure was high in the group with high extrinsic motivation, and adaptation to college life was highest in the group with low extrinsic motivation. CONCLUSION: Job security was the most important extrinsic motivator for entering medical school, and extrinsic entrance motivation influenced fear of failure and college adjustment. Given the high level of extrinsic motivation among medical students, it is meaningful to analyze the extrinsic motivation profile of entering medical students and how it affects failure motivation and college adjustment.

Medical students' professionalism attributes, knowledge, practices, and attitudes toward COVID-19 and attitudes toward care provision during pandemic amidst the COVID-19 outbreak according to their demographics and mental health.

PURPOSE: This study examines various aspects related to medical professionalism in medical students during coronavirus disease 2019 (COVID-19) pandemic, focusing on their medical professionalism attributes, KPA (knowledge, practices, and attitudes) toward COVID-19 and attitudes toward provision of care in pandemic. We assessed whether these aspects related to medical professionalism were varied by their demographics and mental health level. METHODS: Six questionnaires related to medical professionalism were distributed online to medical students in six grades at a single medical school. A one-way analysis of variance was used to examine differences in scores related to medical professionalism based on their demographics, for examples, gender, grade, residence, religion, as well as their mental health levels. Pearson correlation analysis was used to examine correlations between each variable. RESULTS: Female students scored higher on medical professionalism attributes and attitudes toward duty-to-care than male students. Medical professionalism attribute scores were higher with higher relationship satisfaction and resilience levels but lower with higher anxiety levels. Furthermore, these scores were significantly associated with attitudes toward COVID-19 preparedness. However, COVID-19 knowledge and practice scores were negatively associated with attitudes toward COVID-19 preparedness and careers after graduation. Meanwhile, students who took the leave of absence related to 2020 doctors' strike had significantly lower scores on attitudes toward COVID-19 preparedness and duty to care than those who did not. CONCLUSION: Our findings suggest that mental health of medical students is strongly related to their various aspects related to medical professionalism, especially their attitudes toward COVID-19 preparedness. Good mental health was positively linked to medical professionalism attributes and attitudes toward COVID-19 preparedness. However, knowledge and practice of COVID-19 were negatively associated with willingness to participate in the pandemic response. Additionally, the experience of the 2020 leave of absence impacted the attitudes of medical students toward COVID-19 preparedness (p=0.015) and their duty to care (p=0.012) negatively.

Sources of stress and coping strategies among Chinese medical graduate students: a qualitative study.

BACKGROUND: The incidence of mental health problems among medical graduate students is much higher than among students of other disciplines. This can have adverse consequences for the medical students themselves as well as their future patients. This study aims to understand the pressures faced by Chinese medical students and the current status of mental health education. It also propose recommendations for the current situation and prospects for the future. METHOD: The authors conducted in-depth semi-structured interviews with 22 master's students from five medical schools during November 2023. All interview sessions were recorded and transcribed verbatim. The transcriptions were analyzed using the Colaizzi's seven-step method. RESULT: Three main themes were extracted from the students' statements: sources of psychological stress, ways to cope with stress, and perspectives on mental health education. The study showed that current mental health education in China is mostly in the form of printed mental health education manuals and mental health lectures, and there is no active tiered intervention for students at different levels. It is suggested that reforms should be made to shift to a model where the school proactively identifies problems and intervenes based on feedback. CONCLUSION: This study reveals the widespread psychological stress and shortcomings in current education methods. To address these challenges, institutions should develop tailored interventions, including tiered support systems, open dialogue promotion, and resilience training. Future research should focus on evaluating innovative interventions' effectiveness, ultimately fostering a supportive environment that enhances students' success and contributes to a healthier healthcare workforce.

AI in medical education: the moderating role of the chilling effect and STARA awareness.

BACKGROUND: The rapid growth of artificial intelligence (AI) technologies has been driven by the latest advances in computing power. Although, there exists a dearth of research on the application of AI in medical education. METHODS: this study is based on the TAM-ISSM-UTAUT model and introduces STARA awareness and chilling effect as moderating variables. A total of 657 valid questionnaires were collected from students of a medical university in Dalian, China, and data were statistically described using SPSS version 26, Amos 3.0 software was used to validate the research model, as well as moderated effects analysis using Process (3.3.1) software, and Origin (2021) software. RESULTS: The findings reveal that both information quality and perceived usefulness are pivotal factors that positively influence the willingness to use AI products. It also uncovers the moderating influence of the chilling effect and STARA awareness. CONCLUSIONS: This suggests that enhancing information quality can be a key strategy to encourage the widespread use of AI products. Furthermore, this investigation offers valuable insights into the intersection of medical education and AI use from the standpoint of medical students. This research may prove to be pertinent in shaping the promotion of Medical Education Intelligence in the future.

A Mixed Methods Study of Perceptions of Mental Illness and Self-Disclosure of Mental Illness Among Medical Learners.

Introduction: Mental illness stigma remains rooted within medical education and healthcare. We sought to measure perceptions toward mental illness and explore perceptions of self-disclosure of mental illness in medical learners. Method: In a mixed-methods, sequential design, authors recruited medical learners from across Canada. Quantitative data included the Opening Minds Scale for Healthcare providers (OMS-HC), the Self Stigma of Mental Illness Scale (SSMIS), and a wellbeing measure. Qualitative data included semi-structured interviews, which were collected and analyzed using a phenomenological approach. Results: N = 125 medical learners (n = 67 medical students, n = 58 resident physicians) responded to our survey, and N = 13 participants who identified as having a mental illness participated in interviews (n = 10 medical students, n = 3 resident physicians). OMS-HC scores showed resident physicians had more negative attitudes towards mental illness and disclosure (47.7 vs. 44.3, P = 0.02). Self-disclosure was modulated by the degree of intersectional vulnerability of the learner's identity. When looking at self-disclosure, people who identified as men had more negative attitudes than people who identified as women (17.8 vs 16.1, P = 0.01) on the OMS-HC. Racially minoritized learners scored higher on self-stigma on the SSMIS (Geometric mean: 11.0 vs 8.8, P = 0.03). Interview data suggested that disclosure was fraught with tensions but perceived as having a positive outcome. Discussion: Mental illness stigma and the individual process of disclosure are complex issues in medical education. Disclosure appeared to become more challenging over time due to the internalization of negative attitudes about mental illness.

User acceptance of neuroanatomy virtual reality course: Contrasting views between undergraduate and postgraduate students.

Virtual Reality (VR) offers cost-efficient and effective tools for spatial 3-dimensional neuroanatomy learning. Enhancing users-system relationship is necessary for successful adoption of the system. The current study aimed to evaluate students' acceptance of VR for neuroanatomy. An exploratory qualitative case study based on Unified Theory of Acceptance and Use of Technology (UTAUT) framework carried out at [details omitted for double-anonymized peer review]. Participants in this study were students participating in a VR session, followed by a semi-structured interview. Deductive framework analysis employed to retrieve students' perspective and experience. A total of six undergraduate and 13 postgraduate students participated in this study. The following UTAUT constructs validated to be significant: Performance Expectancy, Effort Expectancy and Facilitating Conditions. System usability, depth of lesson and hardware optimizations are among concern for further improvements. In conclusion, students are accepting VR as a neuroanatomy learning resource. The findings of this research highlight the importance of system performance and user-centred approach in technology development for educational purposes.