Exploring medical and nursing students' perceptions about a patient safety course: a qualitative study.

BACKGROUND: Educating health professionals on patient safety can potentially reduce healthcare-associated harm. Patient safety courses have been incorporated into medical and nursing curricula in many high-income countries and their impact has been demonstrated in the literature through objective assessments. This study aimed to explore student perceptions about a patient safety course to assess its influence on aspiring health professionals at a personal level as well as to explore differences in areas of focus between medical and nursing students. METHODS: A dedicated patient safety course was introduced for year III medical and year II and IV nursing students at the Aga Khan University (2021-2022). As part of a post-course assessment, 577 participating students (184 medical and 393 nursing) wrote reflections on the course, detailing its influence on them. These free-text responses were thematically analyzed using NVivo. RESULTS: The findings revealed five major themes: acquired skills (clinical, interpersonal), understanding of medical errors (increased awareness, prevention and reduction, responding to errors), personal experiences with patient safety issues, impact of course (changed perceptions, professional integrity, need for similar sessions, importance of the topic) and course feedback (format, preparation for clinical years, suggestions). Students reported a lack of baseline awareness regarding the frequency and consequences of medical errors. After the course, medical students reported a perceptional shift in favor of systems thinking regarding error causality, and nursing students focused on human factors and error prevention. The interactive course format involving scenario-based learning was deemed beneficial in terms of increasing awareness, imparting relevant clinical and interpersonal skills, and changing perspectives on patient safety. CONCLUSIONS: Student perspectives illustrate the benefits of an early introduction of dedicated courses in imparting patient safety education to aspiring health professionals. Students reported a lack of baseline awareness of essential patient safety concepts, highlighting gaps in the existing curricula. This study can help provide an impetus for incorporating patient safety as a core component in medical and nursing curricula nationally and across the region. Additionally, patient safety courses can be tailored to emphasize areas identified as gaps among each professional group, and interprofessional education can be employed for shared learning. The authors further recommend conducting longitudinal studies to assess the long-term impact of such courses.

Implementing spiritual care education into the teaching of palliative medicine: an outcome evaluation.

BACKGROUND: The concept of "total pain" plays an important role in palliative care; it means that pain is not solely experienced on a physical level, but also within a psychological, social and spiritual dimension. Understanding what spirituality entails, however, is a challenge for health care professionals, as is screening for the spiritual needs of patients. OBJECTIVE: This is a novel, interprofessional approach in teaching undergraduate medical students about spiritual care in the format of a seminar. The aim of this study is to assess if an increase in knowledge about spiritual care in the clinical context is achievable with this format. METHODS: In a mandatory seminar within the palliative care curriculum at our university, both a physician and a hospital chaplain teach strategies in symptom control from different perspectives (somatic domain - spiritual domain). For evaluation purposes of the content taught on the spiritual domain, we conducted a questionnaire consisting of two parts: specific outcome evaluation making use of the comparative self-assessment (CSA) gain and overall perception of the seminar using Likert scale. RESULTS: In total, 52 students participated. Regarding specific outcome evaluation, the greatest gain was achieved in the ability to define total pain (84.8%) and in realizing its relevance in clinical settings (77.4%). The lowest, but still fairly high improvement was achieved in the ability to identify patients who might benefit from spiritual counselling (60.9%). The learning benefits were all significant as confirmed by confidence intervals. Overall, students were satisfied with the structure of the seminar. The content was delivered clearly and comprehensibly reaching a mean score of 4.3 on Likert scale (4 = agree). The content was perceived as overall relevant to the later work in medicine (mean 4.3). Most students do not opt for a seminar solely revolving around spiritual care (mean 2.6). CONCLUSIONS: We conclude that implementing spiritual care education following an interprofessional approach into existing medical curricula, e.g. palliative medicine, is feasible and well perceived among medical students. Students do not wish for a seminar which solely revolves around spiritual care but prefer a close link to clinical practice and strategies.

Test-Only Learning via Virtual Patients to Improve Surgical Illness Scripts of Preclinical Medical Students as a Preparation for Clinical Clerkships: An Experimental Study.

OBJECTIVE: The aim was to determine whether preclinical medical students can develop their illness scripts to a level comparable to that of clerkship students through test-only learning using repeated formative online testlets. METHODS: In this experimental study, participants were 52 preclinical and 53 clinical medical students. The intervention group consisted of preclinical medical students, and the control group consisted of clinical medical students. The intervention group responded to online testlets containing feedback, an innovative formative assessment method called ContExtended Questions, on general surgery for 8 days by spending no more than 30 minutes each day. The control group completed the general surgery clerkship. The performances were assessed using 20 Key-Feature Question items. The intervention group was assessed twice: immediately after the intervention (the immediate test), and again 1 month later (the delayed test). The control group was assessed once, immediately after the clerkship. All performance tests were identical. RESULTS: The preclinical students had a significantly higher mean score on the immediate test (83.1 ± 9.6) compared to the clinical students (75.4 ± 8.9), P < .001. The effect size (Cohen's d) was .83. However, the mean score in the delayed test (76.9 ± 13.6) was not significantly different from clinical students' mean score (75.4 ± 8.9), P > .05. CONCLUSIONS: Test-only learning as a spaced repetition of online formative testlets is effective in preparing preclinical medical students to the clinical clerkship. Through using this approach in preclinical period, they can prepare themselves for the clinical environment to optimize the benefits derived from clerkships.

Students and physicians differ in perception of quality of life in patients with tumors of the upper gastrointestinal tract.

Health-related quality of life (HRQoL) has recently gained importance as treatment options for tumors of the upper GI tract lead to improved long-term survival. HRQoL is often estimated by physicians even though their reliability and the impact of outside factors such as contact time and level of medical education is unclear. Therefore, in this study we investigated the correlation between physicians', students', and patients' assessment of HRQoL. 54 patients presenting with tumors of the upper GI tract were included and asked to fill out the standardized HRQoL questionnaires EORTC QLQ-C30 and QLQ-OG25. Attending physicians and medical students filled out the same questionnaires through estimation of patients' HRQoL. Correlation was assessed through Pearson's and Kendall's τb coefficients. Physicians' and patients' assessments correlated for one out of six of the functional and a third of the symptom scores. Students' and patients' assessments correlated for one third of the functional and two thirds of the symptom scores. Students tended to underestimate patients' symptom burden while physicians tended to overestimate it. Physicians failed to correctly assess several pathognomonic symptoms in this study. Students showed higher correlation with patients' symptoms than physicians. Even so, this adds to mounting evidence that shows the benefit of using patient-reported outcomes as a gold standard regarding HRQoL.

Immersive virtual reality in orthopedic surgery as elective subject for medical students : First experiences in curricular teaching.

BACKGROUND: Virtual reality (VR) simulators have been introduced for skills training in various medical disciplines to create an approximately realistic environment without the risk of patient harm and have improved to more immersive VR (iVR) simulators at affordable costs. There is evidence that training on VR simulators improves technical skills but its use in orthopedic training programs and especially in curricular teaching sessions for medical students are currently not well established. The aim of this study was to describe the implementation of a VR operating theater as an elective course for undergraduate medical students and to evaluate its effect on student learning. METHODS: An elective course for 12 students was implemented during the summer semester of 2023. Using Oculus Quest 2 headsets (Reality Labs, Meta Platforms, USA) and controllers and the PrecisionOS platform, they were able to train five different surgical procedures. The courses were accompanied by weekly topic discussions and instructional videos. Students were assigned to two groups: group VR vs. group non-VR. The groups were switched after 5 weeks. User feedback and performance development (theoretical and procedural surgical knowledge) after VR training were assessed using three questionnaires. RESULTS: The students highly appreciated the implementation of VR training into their curriculum and 91% stated that they would opt for further VR training. All students stated that VR training improved their understanding of surgical procedures and that it should be obligatory in surgical training for undergraduate medical students. After 5 weeks of training, students in the VR group achieved significantly better results (100 out of maximum 180 points) than the non-VR group (70 points, p = 0.0495) in procedural surgical knowledge. After completion of the VR training the VR group achieved 106 points and the non-VR group 104 points (p = 0.8564). The procedural knowledge for non-VR group after 5 weeks significantly improved after VR training from 70 to 106 points (p = 0.0087). CONCLUSION: The iVR can be easily integrated into the curriculum of medical students and is highly appreciated by the participants. The iVR statistically improves the procedural knowledge of surgical steps compared to conventional teaching methods. Further implementation of iVR training in curricular teaching of medical students should be considered.

Factors affecting the choice of medical specialties in Turkiye: an analysis based on cross-sectional survey of medical graduates.

BACKGROUND: Modern healthcare systems require the right mix of medical specialties for effective provision of high-quality services. Despite increased availability of general physicians and specialists, Türkiye lags behind high-income countries in terms of availability of specialists. The purpose of the study is to identify several specific factors that affect the choice of medical specialization. METHODS: All 350 medical school graduates in a specialty examination preparation bootcamp were requested to participate in the survey and 333 completed the self-administered questionnaire. The survey asked questions about factors affecting choice of medical specialty by medical graduates. RESULTS: The empirical results indicate that surgical specialties, compared to other broad medical specializations, are selected because of its higher income-earning potential and social prestige. The likelihood of selecting surgical specialties is negatively affected by rigorousness of the training program, high work-load, risk of malpractice lawsuits and risk of workplace violence. Male participants were 2.8 times more likely to select surgery specialty compared to basic medical science. Basic medical science areas were selected at a higher rate by female graduates and graduates with high level of academic performance in medical schools. CONCLUSIONS: It is critically important to improve trust and inter-personal communications between the patients and physicians in all specialties to lower the likelihood of malpractice lawsuits and workplace violence. Policy-makers may adopt policies to affect income earning potential and social prestige of targeted specializations to improve their supply.

Medical students' knowledge about human papillomavirus (HPV), HPV vaccine and head and neck cancer.

The Human Papillomavirus (HPV) is a sexually transmitted infection that significantly affects the population worldwide. HPV preventive methods include vaccination, prophylactics, and education. Different types of cancers associated with HPV usually take years or decades to develop after infections, such as Head and Neck Cancer(HNC). Therefore, HPV prevention can be considered cancer prevention. A sample of medical students in Puerto Rico was evaluated to assess their knowledge about HPV, HPV vaccine, and HNC through two previously validated online questionnaires composed of 38 dichotomized questions, we measured HPV, HPV vaccination(HPVK), and HNC knowledge (HNCK). Out of 104 students surveyed, the mean HPVK score obtained was 20.07/26, SD = 3.86, while the mean score for HNCK was 6.37/12, SD = 1.78. Bidirectional stepwise regression showed study year and HPV Vaccine name had been the most influential variables on HPVK and HNCK. MS1 participants scored lower than MS2-MS4 participants, with no significant difference between MS2-MS4 scores. The results reveal knowledge gaps in HPV/HPV Vaccine and HNC among surveyed medical students. Our findings also suggest an association between knowledge of personal vaccination status, self-perceived risk, and how uncertainty in these factors may affect the medical students' understanding of HPV, HPV vaccination, and associated cancers.

Anxiety and depression during post covid-19 lockdown period among medical students, and it's relation with stress and smartphone addiction in India.

OBJECTIVES: Medical profession, a competitive and ever-updating field which requires great commitment, imposes a stressful environment for students. Our study aimed to find the prevalence and factors associated with psychological illness. METHODS: A cross-sectional analytical study was done among medical students in Puducherry. A stratified random sampling strategy was incorporated to achieve a calculated sample size of 384. The presence of anxiety and depression, perceived stress and addiction to the phone were assessed using the Hospital Anxiety and Depression Scale, Perceived Stress Scale, and Smartphone Addiction Scale - short version. Prevalence of anxiety and depression was summarized as a proportion with a 95 % confidence interval (CI). The prevalence ratio (PR) for the factors associated was estimated using log-binomial regression. RESULTS: With the response from 383 students, the prevalence of anxiety and depression was 39.4 % (95 %CI: 34.5-44.3 %) and 26.6 % (22.2-31.1 %). Perceived stress was moderate in 68.2 % and high in 14 % of students. Higher age (aPR=1.49), female gender (aPR=1.22), tobacco or alcohol use (aPR=1.24), smartphone addiction (aPR=2.09) and high stress (aPR=1.93) were the predictors of anxiety among medical students in our study. Use of tobacco or alcohol (aPR=2.07), smartphone addiction (aPR=1.96) and high stress (aPR=1.72) were the predictors of depression. CONCLUSIONS: Anxiety was more prevalent than depression among the medical students. Use of tobacco or alcohol, smartphone addiction and stress increase the risk of psychological morbidity. Medical training should have a module on coping mechanisms to overcome psychological illness and have better mental well-being.

[Educational Impact of Using Three-dimentional Models for Preoperative Simulation of Segmentectomy for Medical Students].

BACKGROUND: Lung segment anatomy is complex and difficult for medical students to comprehend, so education is a challenging issue. Three-dimensional (3D) models may be a more effective teaching tool for medical students. We evaluated the usefulness of 3D models in education for segmentectomy. METHODS: Sixty-six students who participated in clinical training for thoracic surgery from November 2020 to March 2022 were included in the study. Computed tomography (CT) images, 3D-CT images, and 3D models were used to investigate students' level of understanding for each lung segment. Levels of understanding were assessed using a questionnaire administered using the interview method. The results of the questionnaire were tabulated and analyzed using the Kruskal-Wallis test. RESULTS: The response rate was 100%. Comprehension scores for all questions were highest for 3D models, followed by 3D-CT and CT. These results suggest that use of a 3D entity model may have a high educational effect. CONCLUSION: Although it is unclear whether students' comprehension was directly related to their understanding of correct anatomy, our results suggest that 3D models may be an effective way for medical students to understand lung segmentectomy.

Impact of Faculty Mentorship in the Orthopedic Surgery Interest Group at a New Medical School: A Blueprint for Future Initiatives.

OBJECTIVES: Orthopedic surgery is a highly competitive field. The residency applicant pool is expected to grow with the increasing number of new medical schools in the United States, posing significant challenges for applicants. This study explored the impact of an engaged faculty mentor in an orthopedic surgery interest group (OSIG) at a new medical school and the impact it has on students. The study aimed to uncover the most valuable features of an OSIG at a new medical school to create a blueprint for other student-leaders and/or faculty in future initiatives. METHODS: An observational study was conducted via survey responses from active OSIG members at a new medical school in Texas. Questions were mostly in a "before and after" format asking about students' perspectives of the group before and after the addition of an engaged faculty advisor. Descriptive and inferential statistics were used to analyze the data. RESULTS: Twenty of 21 (95.2%) eligible OSIG members participated in the study. The survey results revealed that faculty engagement significantly enhanced the OSIG and its members' medical school experience. Following faculty involvement, average OSIG event attendance more than tripled, there was a statistically significant increase in medical student well-being, and confidence in their ability to be a competitive orthopedic surgery applicant nearly doubled. OSIG participation influenced their career interests significantly more after faculty engagement. A total of 93.3% of participants voted that they felt having an engaged faculty advisor is critical for the OSIG. CONCLUSIONS: Mentorship was identified as the most crucial activity for career development, followed by clinical exposure and research. The study provides valuable insights for new medical schools in establishing and optimizing OSIGs and potentially other interest groups, particularly in competitive specialties.

Medical student perceptions of assessments of clinical reasoning in a general surgery clerkship.

BACKGROUND: Components factoring into general surgery clerkship grades vary by institution, and while evaluators attempt to remain unbiased when evaluating medical student performance, subjectivity and implicit bias remain an issue. Our institution recently implemented a case-based structured oral examination to provide the general surgery clerkship director objective insight into students' clinical reasoning skills. We hypothesized that medical students believe this exam, along with graded clinical documentation and the Observed Standardized Clinical Encounter (OSCE), are fair assessments and increase students' awareness of their clinical reasoning skills. METHODS: A survey was sent to third-year medical students in the classes of 2023 and 2024 at our institution who had completed their general surgery clerkship. Students rated five grading assessments (i.e., preceptor evaluations, the oral examination, clinical documentation, the OSCE, and the shelf exam) on fairness and the ability of the assessment to give them insight into their clinical reasoning on a five-point Likert scale 1-5 (with 1 = Strongly Agree, 5 = Strongly Disagree). RESULTS: One hundred and ten of 162 (67.9%) students responded to the survey. The shelf examination was the most highly regarded assessment tool followed by the oral examination. Seventy-three percent agreed or strongly agreed that the oral exam was a fair assessment, and 80% agreed or strongly agreed that it gave them insight into their clinical reasoning skills. Alternatively, only 41.8% of students agreed or strongly agreed that preceptor evaluations were fair assessments and 42.7% agreed or strongly agreed that it gave them insight into their clinical reasoning. CONCLUSIONS: Third-year medical students on a general surgery clerkship favor the shelf examination and a case-based oral examination over other assessment tools regarding fairness and perception of their clinical reasoning. This type of examination can provide general surgery clerkship directors with additional objective data to assess medical students more fairly and improve students' clinical reasoning.

Evaluating The Role of ChatGPT as a Study Aid in Medical Education in Surgery.

OBJECTIVE: Our aim was to assess how ChatGPT compares to Google search in assisting medical students during their surgery clerkships. DESIGN: We conducted a crossover study where participants were asked to complete 2 standardized assessments on different general surgery topics before and after they used either Google search or ChatGPT. SETTING: The study was conducted at the Perelman School of Medicine at the University of Pennsylvania (PSOM) in Philadelphia, Pennsylvania. PARTICIPANTS: 19 third-year medical students participated in our study. RESULTS: The baseline (preintervention) performance of participants on both quizzes did not differ between the Google search and ChatGPT groups (p = 0.728). Students overall performed better postintervention and the difference in test scores was statistically significant for both the Google group (p < 0.001) and the ChatGPT group (p = 0.01). The mean percent increase in test scores pre- and postintervention was higher in the Google group at 11% vs. 10% in the ChatGPT group, but this difference was not statistically significant (p = 0.87). Similarly, there was no statistically significant difference in postintervention scores on both assessments between the 2 groups (p = 0.508). Postassessment surveys revealed that all students (100%) have known about ChatGPT before, and 47% have previously used it for various purposes. On a scale of 1 to 10 with 1 being the lowest and 10 being the highest, the feasibility of ChatGPT and its usefulness in finding answers were rated as 8.4 and 6.6 on average, respectively. When asked to rate the likelihood of using ChatGPT in their surgery rotation, the answers ranged between 1 and 3 ("Unlikely" 47%), 4 to 6 ("intermediate" 26%), and 7 to 10 ("likely" 26%). CONCLUSION: Our results show that even though ChatGPT was comparable to Google search in finding answers pertaining to surgery questions, many students were reluctant to use ChatGPT for learning purposes during their surgery clerkship.

Exploring the Experiences of Undergraduate Medical Students on Surgical Placement - A Qualitative Study.

OBJECTIVE: Multiple elements in the clinical learning environment have been found to influence medical students' learning experiences. A rich area of research, many factors are already known to influence students' experiences of learning which go on to impact later training choices. However, there is a knowledge gap specifically related to undergraduate medical students' experiences of surgical placement. This study aims to explore the lived experiences of medical students in their surgery rotation(s). DESIGN: A phenomenological study using semistructured interviews was conducted. Transcribed interview recordings were thematically analyzed using an iterative approach. SETTING: Participants were studying in a large medical school in the north of England. PARTICIPANTS: Fitting with the method, 6 undergraduate medical students, with at least 1 surgery placement took part in the study. RESULTS: Participants described issues including knowing the details of clinical opportunities, the clinical environment, and the portfolio; having a sense of involvement and previous surgical experiences; teaching and assessments; observation; and interactions. These experiences were also found to influence later career aspirations. CONCLUSIONS: The findings suggest that undergraduate surgical learning experiences can be influenced by various themes: knowing the details of progression, the clinical environment, having a sense of involvement and previous experiences, constructive alignment of teaching and assessment, and professional identity formation. Future studies can explore methods such as personalized learning outcomes to enhance the overall learning experience of medical students.

Factors that influence medical students' decision to pursue a career in orthopaedics: a comprehensive analysis.

PURPOSE: Selecting a postgraduate medical or surgical specialty is a significant decision for medical students, influenced by factors such as demographics, academic performance, satisfaction, work environments, personal aspirations, passion for a specific specialty, exposure to different fields during medical education, lifestyle considerations, financial factors, job market conditions, and prospects. Our research focused on orthopaedic surgery, a highly competitive specialty with many applicants and a low acceptance rate. We aimed to investigate the factors that contribute to the sustained interest in this specialty despite the challenges of securing a residency position. Hence, this study aims to examine the potential factors that influence students' decision to pursue a career as an orthopaedic surgeon. METHODS: This cross-sectional study explores the perspectives and attitudes of 211 fifth-year medical students towards orthopaedic surgery after completing their clinical rotation at Mutah University's School of Medicine in 2022. The inclusion criteria for the study were limited to fifth-year medical students who successfully finished the orthopaedic rotation. A questionnaire was employed to evaluate students' firm commitment to orthopaedics as a prospective career and the degree of their current interest in the specialty. RESULTS: The study involved 210 participants, with 99 selecting orthopaedics as their specialty and 111 pursuing alternatives. Furthermore, 41.4% expressed the intention to apply for orthopaedic residencies. Factors impacting orthopaedics selection included family/peer input (p = 0.002), prestige (p = 0.002), research prospects (p = 0.005), leadership potential (p = 0.011). Chi-square analysis showed associations between choosing orthopaedics and male gender (p = 0.028), parental occupation in musculoskeletal fields (p = 0.038), and elective rotations (p = 0.016). CONCLUSION: This study examines the factors that influence medical students' career preferences in orthopaedic surgery, highlighting the significance of familial and peer influences, job prestige perceptions, gender considerations, parental involvement, elective rotations, research and teaching potential assessments, and aspirations for leadership roles. These findings reveal the complex array of factors that guide medical students toward orthopaedic surgery.

Combatting the occurrence of needle-stick injuries in a medical school: why is it still an issue?

BACKGROUND: Needle-stick injuries (NSIs) pose a safety risk for healthcare workers with great potential for serious infections. The aim was to determine numbers and causes of NSIs as well as the frequency with which medical students report NSIs in the final stages of study. METHODS: An online questionnaire was developed and made available in January and February 2023 to all undergraduate medical students (n = 423) in the last 1.5 years of their degree course at Würzburg University, Germany. RESULTS: The response rate was 19.6% (n = 84). Among respondents, 27.4% (n = 23) reported at least one NSI. Occurrence was particularly frequent in surgery, obstetrics and gynaecology, and internal medicine. Assisting with procedures, suturing, and blood sampling were considered high-risk activities. Lack of concentration, distraction, and time pressure played a role in incidents. Respondents did not report 18.8% of NSIs with the main reasons being fear of the consequences, self-assessment of the injury as minor, or the opinion of supervisors that reporting was unnecessary. Students with previous practice on simulators or patients were significantly more likely to suffer NSIs. Instructions from occupational health specialists beforehand correlated with fewer NSIs. CONCLUSION: We assume that trained students are more experienced in handling invasive procedures, leading to a greater adoption of corresponding activities and thus an increased risk of injuries in absolute numbers. This does not counter the need for didactic interventions prior to workplace-based training to raise awareness of NSI risks. Simultaneously, concepts must be developed and implemented to support reporting and alleviate fears regarding consequences.

Prevalence of fibromyalgia and irritable bowel syndrome and its association with studying medicine, a cross-sectional study in Al-Baath University, Syria.

BACKGROUND: The aim of this study is to assess the prevalence rate of fibromyalgia (FM) and irritable bowel syndrome (IBS) among Al-Baath University students and find out whether studying medicine has an association with a higher prevalence rate. METHODS: The participants of this observational cross-sectional study were students aged 18-30 years from Al-Baath University. A structured self-estimated electronic questionnaire developed by Google Forms was distributed using social media platforms from 15 February to 15 March, 2023. We used The American College of Rheumatology (ACR) 2016 and Fibromyalgia Rapid Screening Tool criteria to assess the prevalence rate of FM. We used The ROME IV criteria to asses IBS prevalence rate. RESULTS: The final sample size was 800 individuals. The prevalence of IBS in the study population was 26.8%. Overall, IBS-Constipation was the most common subtype, and the prevalence rate was higher among medical students (14%) compared to other colleges (12.8%) (p = .002). The difference in IBS prevalence between males and females was (9.3% vs. 17.5%, p = .283), but this did not reach the statistical significance. The prevalence of FM according to The ACR in the study population was 3.6%. Females had higher prevalence rate than males (3.1% vs. 0.5%, p = .007). The prevalence of FM was also higher in other colleges compared to medicine (2.3% vs. 1.4%, p = .547), but this did not reach statistical significance. CONCLUSION: We found an increased prevalence of IBS among medical students. The prevalence of FM did not show any relation to studying medicine. We recommend additional prospective studies to assess whether studying medicine could be a risk factor for these disorders or not.

AI Education for Fourth-Year Medical Students: Two-Year Experience of a Web-Based, Self-Guided Curriculum and Mixed Methods Study.

BACKGROUND: Artificial intelligence (AI) and machine learning (ML) are poised to have a substantial impact in the health care space. While a plethora of web-based resources exist to teach programming skills and ML model development, there are few introductory curricula specifically tailored to medical students without a background in data science or programming. Programs that do exist are often restricted to a specific specialty. OBJECTIVE: We hypothesized that a 1-month elective for fourth-year medical students, composed of high-quality existing web-based resources and a project-based structure, would empower students to learn about the impact of AI and ML in their chosen specialty and begin contributing to innovation in their field of interest. This study aims to evaluate the success of this elective in improving self-reported confidence scores in AI and ML. The authors also share our curriculum with other educators who may be interested in its adoption. METHODS: This elective was offered in 2 tracks: technical (for students who were already competent programmers) and nontechnical (with no technical prerequisites, focusing on building a conceptual understanding of AI and ML). Students established a conceptual foundation of knowledge using curated web-based resources and relevant research papers, and were then tasked with completing 3 projects in their chosen specialty: a data set analysis, a literature review, and an AI project proposal. The project-based nature of the elective was designed to be self-guided and flexible to each student's interest area and career goals. Students' success was measured by self-reported confidence in AI and ML skills in pre and postsurveys. Qualitative feedback on students' experiences was also collected. RESULTS: This web-based, self-directed elective was offered on a pass-or-fail basis each month to fourth-year students at Emory University School of Medicine beginning in May 2021. As of June 2022, a total of 19 students had successfully completed the elective, representing a wide range of chosen specialties: diagnostic radiology (n=3), general surgery (n=1), internal medicine (n=5), neurology (n=2), obstetrics and gynecology (n=1), ophthalmology (n=1), orthopedic surgery (n=1), otolaryngology (n=2), pathology (n=2), and pediatrics (n=1). Students' self-reported confidence scores for AI and ML rose by 66% after this 1-month elective. In qualitative surveys, students overwhelmingly reported enthusiasm and satisfaction with the course and commented that the self-direction and flexibility and the project-based design of the course were essential. CONCLUSIONS: Course participants were successful in diving deep into applications of AI in their widely-ranging specialties, produced substantial project deliverables, and generally reported satisfaction with their elective experience. The authors are hopeful that a brief, 1-month investment in AI and ML education during medical school will empower this next generation of physicians to pave the way for AI and ML innovation in health care.

The Role of Three-Dimensional Modeling to Improve Comprehension of Liver Anatomy and Tumor Characteristics for Medical Students and Surgical Residents.

OBJECTIVE: Studying liver anatomy can be challenging for medical students and surgical residents due to its complexity. Three-dimensional visualization technology (3DVT) allows for a clearer and more precise view of liver anatomy. We sought to assess how 3DVT can assist students and surgical residents comprehend liver anatomy. DESIGN: Data from 5 patients who underwent liver resection for malignancy at our institution between September 2020 and April 2022 were retrospectively reviewed and selected following consensus among the investigators. Participants were required to complete an online survey to investigate their understanding of tumor characteristics and vascular variations based on patients' computed tomography (CT) and 3DVT. SETTING: The study was carried out at the General and Hepato-Biliary Surgery Department of the University of Verona. PARTICIPANTS: Among 32 participants, 13 (40.6%) were medical students, and 19 (59.4%) were surgical residents. RESULTS: Among 5 patients with intrahepatic lesions, 4 patients (80.0%) had at least 1 vascular variation. Participants identified number and location of lesions more correctly when evaluating the 3DVT (84.6% and 80.9%, respectively) compared with CT scans (61.1% and 64.8%, respectively) (both p ≤ 0.001). The identification of any vascular variations was more challenging using the CT scans, with only 50.6% of correct answers compared with 3DVT (72.2%) (p < 0.001). Compared with CT scans, 3DVT led to a 23.5%, 16.1%, and 21.6% increase in the correct definition of number and location of lesions, and vascular variations, respectively. 3DVT allowed for a decrease of 50.8 seconds (95% CI 23.6-78.0) in the time needed to answer the questions. All participants agreed on the usefulness of 3DVT in hepatobiliary surgery. CONCLUSIONS: The 3DVT facilitated a more precise preoperative understanding of liver anatomy, tumor location and characteristics.

Mal-positioned nasogastric feeding tubes: are medical students safe to identify them?

OBJECTIVES: Nasogastric tube (NGT) placement is listed against Clinical Imaging in the upcoming Medical Licensing Assessment-compulsory for every graduating UK medical student from 2025. This study aims to establish the ability of medical students to correctly identify the position of an NGT on Chest X-ray (CXR) and to evaluate a learning tool to improve student outcome in this area. METHODS: Fourth-year (MB4) and fifth-year (MB5) medical students were invited to view 20 CXRs with 14 correctly sited and 6 mal-positioned NGT. MB5 students (Intervention) were exposed to an online interactive learning tool, with MB4 students kept as control. One week later, both groups of students were invited to view 20 more CXRs for NGT placement. RESULTS: Only 12 (4.8%) of 249 MB5 students and 5 (3.1%) of 161 MB4 students correctly identified all the NGTs on CXRs. The number of students misidentifying 1 or more mal-positioned NGT as "safe to feed" was 129 (51.8%) for MB5 and 76 (47.2%) for MB4 students. This improved significantly (P < .001) following exposure to the learning tool with 58% scoring all CXRs correctly, while 28% scored 1 or more mal-positioned NGT incorrectly. Students struggled to determine if the NGT tip had adequately passed into the stomach. However, they failed to identify an NG tube in the lung ("never event") in just one out of 1,108 opportunities. CONCLUSION: Medical students' ability to determine if the NGT was in the stomach remains suboptimal despite exposure to over 60 CXRs. Feeding NGT should be formally reported before use. ADVANCES IN KNOWLEDGE: This is the first attempt at quantifying graduating medical students', and by inference junior doctors', competence in safely identifying misplaced nasogastric feeding tubes. An online, experiential learning resource significantly improved their ability.

Perception of robotic-assisted surgery (RAS) among medical students: a systematic review and meta-analysis.

INTRODUCTION: Robotic surgery, also known as robotic-assisted surgery (RAS), involves a camera and a small surgical instrument attached to a robotic arm. A trained surgeon operates the robot from a viewing screen while being in the same room. METHODOLOGY: This review was prepared following Cochrane collaboration guidelines and reported using the Preferred Reporting Items for Systematic review and Meta-Analysis (PRISMA) statement. Two authors independently searched and appraised the studies published in PubMed, cumulative index to nursing and allied health literature (CINAHL), Embase, Clinical Key, and Google Scholar. Pooled data analyzed and reported in RevMan software version-5.4. RESULTS: This systematic review and meta-analysis comprised 1400 medical students, from 8 studies. The participants' age ranged from 23 to 49 years. Similarly, the sample size ranged from 25 and 300. The pooled prevalence of the existing studies revealed that 29.8% of medical students, were favorable towards RAS. Effect size (ES), 95% confidence intervals (CI) and heterogeneity (I2) [ES = 29.8, 95% CI 16.4-43.2, I2 = 95.1%, P < 0.00]. About 40% of Australian medical students' positive opinion on RAS [ES = 40.4, 95% CI 25.7-55.2]. Similarly, 34.2% of students from Saudi Arabia [ES = 29.8, 95% CI 22.4-90.8, I2 = 99.3%, P < 0.00], 27.8% students from Canada [ES = 27.8, 95% CI 15.9-39.6], 24.8% from USA [ES = 24.8, 95% CI 6.9-42.7, I2 = 77.3%, P < 0.00] and 24% [ES = 24, 95% CI 18-30] from India favorable towards RAS. DISCUSSION: Medical students from developed nations display favorable attitudes towards RAS. However, implementing of revised curriculum at the beginning of the graduation level sparks medical students' attitude towards robotic surgery.