BACKGROUND: Aimed at bridging the gap in continuing medical education (CME) resource availability in low- and middle-income countries (LMICs), the \"Continuing Medical Education on Stick\" (CMES) program introduces two technological solutions: a universal serial bus (USB) drive and the CMES-Pi computer facilitating access to monthly updated CME content without data cost. Feedback from users suggests a lack of content on tropical infectious diseases (IDs) and content from a Western perspective, which may be less relevant in LMIC settings.
METHODS: This quality improvement project was intended to identify areas for improvement of the CMES database to better meet the educational needs of users. We compared the CMES content with the American Board of Emergency Medicine (ABEM) Exam content outline to identify gaps. The curriculum map of the CMES library, encompassing content from 2019 to 2024, was reviewed. An anonymous survey was conducted among 47 global users to gather feedback on unmet educational needs and suggestions for content improvements. All healthcare workers who were members of the CMES WhatsApp group were eligible to participate in the survey.
RESULTS: The curriculum map included 2,572 items categorized into 23 areas. The comparison with the ABEM outline identified gaps in several clinical areas, including procedures, traumatic disorders, and geriatrics, which were represented -5%, -5%, and -4% in the CMES library compared with the ABEM outline, respectively. Free responses from users highlighted a lack of content on practical skills, such as electrocardiogram (ECG) interpretation and management of tropical diseases. Respondents identified emergency medical services (EMS)/prehospital care (81%), diagnostic imaging (62%), and toxicology/pharmacology (40%) as the most beneficial areas for clinical practice. In response to feedback from users, new content was added to the CMES platform on the management of sickle cell disease and dermatologic conditions in darkly pigmented skin. Furthermore, a targeted podcast series called \"ID for Users of the CMES Program (ID4U)\" has been launched, focusing on tropical and locally relevant ID, with episodes now being integrated into the CMES platform.
CONCLUSIONS: The project pinpointed critical gaps in emergency medicine (EM) content pertinent to LMICs and led to targeted enhancements in the CMES library. Ongoing updates will focus on including more prehospital medicine, diagnostic imaging, and toxicology content. Further engagement with users and education on utilizing the CMES platform will be implemented to maximize its educational impact. Future adaptations will consider local relevance over the ABEM curriculum to better serve the diverse needs of global users.

UNASSIGNED: Clinician implicit racial bias (IB) may lead to lower quality care and adverse health outcomes for Black patients. Educational efforts to train clinicians to mitigate IB vary widely and have insufficient evidence of impact. We developed and pilot-tested an evidence-based clinician IB curriculum, \"REACHing Equity.\"
UNASSIGNED: To assess acceptability and feasibility, we conducted an uncontrolled one-arm pilot trial with post-intervention assessments. REACHing Equity is designed for clinicians to: (1) acquire knowledge about IB and its impact on healthcare, (2) increase awareness of one\'s own capacity for IB, and (3) develop skills to mitigate IB in the clinical encounter. We delivered REACHing Equity virtually in three facilitated, interactive sessions over 7-9 weeks. Participants were health care providers who completed baseline and end-of-study evaluation surveys.
UNASSIGNED: Of approximately 1,592 clinicians invited, 37 participated, of whom 29 self-identified as women and 24 as non-Hispanic White. Attendance averaged 90% per session; 78% attended all 3 sessions. Response rate for evaluation surveys was 67%. Most respondents agreed or strongly agreed that the curriculum objectives were met, and that REACHing Equity equipped them to mitigate the impact of implicit bias in clinical care. Participants consistently reported higher self-efficacy for mitigating IB after compared to before completing the curriculum.
UNASSIGNED: Despite apparent barriers to clinician participation, we demonstrated feasibility and acceptability of the REACHing Equity intervention. Further research is needed to develop objective measures of uptake and clinician skill, test the impact of REACHing Equity on clinically relevant outcomes, and refine the curriculum for uptake and dissemination.ClinicalTrials.gov ID: NCT03415308.

BACKGROUND: In a virtual setting at a private university in Lima, Peru, 277 medical students participated in a study in 2021 during the Coronavirus disease 2019 (COVID-19) pandemic.
OBJECTIVE:  The aim was to investigate how information and communication technologies (ICTs) were utilized as educational aids in their field.
RESULTS: The findings showed a high level of satisfaction with ICT resources, especially among female students (54%). However, challenges were present: 64% faced technical issues during virtual classes, while 60% saw information availability and internet access as major advantages. Despite connectivity problems affecting 83% of students, 55% believed ICTs supported collaborative learning. Interestingly, while 64% found ICT use distracting, 52% found it easy to use.
CONCLUSIONS: ICTs played a significant role in medical education, introducing new methods and tools despite obstacles and providing a dynamic and adaptable e-learning environment.

BACKGROUND: The glass ceiling in academic medicine has resulted in lower pay and fewer career advancement opportunities for women. Creating change relies on preparing early-career women for positions of leadership, but most leadership programs focus on faculty, not trainees. The present exploratory qualitative study investigates how to prepare women medical students to be leaders in academic medicine.
METHODS: Focus groups with medical students and faculty who identify as women were conducted at an academic medical center in the West. A total of 25 individuals (10 students and 15 faculty) participated. Recordings of focus groups were transcribed and coded using thematic analysis until saturation of themes was achieved.
RESULTS: Codes were organized into three themes: obstacles, support systems, and self-presentation. Obstacles identified included the subthemes microaggressions, macroaggressions, a lack of female role models in leadership, and personal characteristics such as the ability to self-promote and remain resilient. Support systems included sponsorship, allyship, mentorship, networking, and gender-specific role modeling subthemes. Self-presentation involved learning behaviors for demonstrating leadership and exuding confidence, being strategic about career moves, resiliency, and navigating social norms.
CONCLUSIONS: The key themes of obstacles, support systems, and self-presentation are targets for systemic and individualistic improvement in leadership development.

Introduction Point-of-care ultrasound (POCUS) has become integral across medical specialties globally, addressing clinical queries, guiding procedures, and bridging the gap between physical examination and advanced imaging. Early ultrasound training for medical students enhances clinical decision-making and reduces diagnostic errors. Aims To evaluate the knowledge and attitude of senior medical students towards POCUS and to assess knowledge gaps and difficulties encountered by senior medical students to assist in the development of future curricula. Methodology This is an observational, cross-sectional approach to evaluate knowledge, attitude, and practice of POCUS among senior medical students in the Kingdom of Saudi Arabia. The study was conducted from January to September 2023. An electronic questionnaire was distributed through online platforms utilizing medical school databases across various regions. The survey encompassed sociodemographics, training methods, diagnostic indications, and participants\' self-reported proficiency and attitudes toward POCUS. The data was chiefly collected using the Likert scale. Descriptive statistics were used to describe the quantitative and categorical variables. Bivariate and multivariate analyses were used to examine correlations. Results A total of 359 senior medical students completed the survey. Most responders were females (57.9%) with the predominating age group being ≤ 24 years (83.6%). The students predominantly were from the Central region of Saudi Arabia (75.5%). Ultrasound training varied among responders; 31.5% received formal courses (median duration: two hours) and 23.4% informal courses (median duration: four hours). Around 17.3% practiced POCUS self-teaching (median duration: four hours). A total of 3.6% had formal POCUS accreditation. A gargantuan 82.2% never used POCUS in their attached hospital for a variety of reasons. Multivariable logistic binary regression analysis showed a positive correlation between students\' self-teaching of POCUS and their perceived difficulty performing an ultrasound examination for patients in daily practice. Discussion A comparable study was done at King Saud bin Abdulaziz University for Health Sciences (KSAU-HS) in 2022 surveying 229 senior medical students by Rajendram et al. In their study, 21.4% completed formal courses and 12.7% took informal courses. While many students in our study were not exposed to POCUS (82.2%), KSAU-HS reported a higher percentage reaching 94.8%. A study by Russel et al. demonstrated more than half of 154 surveyed medical schools in the United States have implemented POCUS into their students\' curriculum. Conclusion POCUS stands as a valuable skill that can enhance the educational journey of undergraduate medical students. Considering that a significant number of participants haven\'t yet taken formal medical school courses suggests a lack of awareness about its significance in the medical field. Offering additional courses with practical components could enhance the proficiency, confidence, and outlook of medical students toward POCUS.

Artificial intelligence has experienced explosive growth in the past year that will have implications in all aspects of our lives, including medicine. In order to train a physician workforce that understands these new advancements, medical educators must take steps now to ensure that physicians are adequately trained in medical school, residency, and fellowship programs to become proficient in the usage of artificial intelligence in medical practice. This manuscript discusses the various considerations that leadership within medical training programs should be mindful of when deciding how to best integrate artificial intelligence into their curricula.

Background  Choosing a medical specialty is an important decision. A combination of factors influenced this decision. Student characteristics and examination performances can influence this decision. With the transition of the United States Medical Licensing Examination (USMLE) Step 1 becoming pass/fail, it is important to analyze the specialty decision process. Objective The purpose of this multimethod study is to assess when in the curriculum students choose a specialty, what factors influence their decision, and the impact of USMLE Step 1 scores on a student\'s assessment of competitiveness. Methods In February 2022, a survey was prepared and approved by the University of Nevada, Las Vegas (UNLV) Institutional Review Board (IRB). The survey contained multiple-choice questions and a free-response section. The survey was sent to the Class of 2022 and 2023 students at Kirk Kerkorian School of Medicine who follow a Longitudinal Integrated Clerkship. Descriptive statistics and one-sample t-tests were calculated. Results A total of 89 students completed the survey: 42 out of 60 students (70%) from the Class of 2022 and 47 out of 61 students (77%) from the Class of 2023. This study found that 78.8% of longitudinal interleaved clerkship (LInC) students committed to their specialty during the second half of the clinical year. The effects of positive and negative experiences during clerkships were most significantly different (p < 0.001). Conclusion The majority of LInC students arrive at their decision by the latter half of the clinical year. A variety of factors help students arrive at their decision. Our findings suggest that the pass/fail grading system will make it more difficult for students to assess their personal competitiveness.

BACKGROUND: Most theorists and medical educators agree that a curriculum rich in active learning (AL) strategies, such as a flipped classroom, is superior to passive listening to promote better retention and application of new knowledge. Although AL multimodal teaching strategies have been considered the most effective, including online virtual teaching, voice-over pre-recorded lectures, and, more recently, the addition of artificial intelligence (AI), data on the effectiveness of these methods in medical education is scarce. The present educational research study examined the effectiveness of voice-over-style lectures and AI in facilitating learning outcomes as assessed by test scores after participating in basic science lectures in a medical school setting.
METHODS: Participating students were divided equally into two educational strategy groups: slide decks only traditional way (PPT) or PPT plus AI (PPT+AI) platform (edYOU; Los Angeles, CA, USA). The PPT+AI group comprised the PPT with narration and real-time interaction with an AI being personalized, which leverages natural language processing to tailor customized conversations to each student\'s current knowledge. Students in the two groups were asked to participate in a formative quiz (not reflective of their academic evaluations) to answer questions relevant to voice-over lectures (PPT and PPT+AI). The statistical strategy for conducting quiz item analysis included item difficulty, item discrimination, and point-biserial correlation R. A student\'s T-test was conducted to compare the two strategies\' effectiveness via test scores. A priori, an alpha level of 0.05 was considered significant.
RESULTS:  Data are presented as mean ± s.e.m.; Cohen\'s d. A total of 42 (n=21 in each group) students participated in the study. Students using PPT+AI obtained statistically significant (P <0.043; d = .54) higher quiz scores under challenging questions and less time spent in lectures (54.1 ± 14.3 hrs.) in the PPT+AI group (P <0.001; d = 1.17) compared with the PPT group.  Conclusions: The PPT+AI strategy could be the difference between a pass and a fail, as the PPT+AI strategy is particularly efficient in improving difficult question test scores. At the same time, students may learn the material in less time (efficiency). Research on the application of AI as part of educational strategies for improving satirized test scores, including boards, is warranted. The present study is part of the necessary early steps to better understand the impact of AI as an educational strategy for improving educational outcomes.

Background Interactive patient cases have been shown to be a valuable resource in medical education. Previous studies have demonstrated that using patients as teachers can help students improve clinical reasoning and have educational benefits; however, there is limited research on student feedback on patients as teachers. The objective of this study is to evaluate second-year medical students\' (MS2s) perceptions of patient encounters during the teaching of the Skin and Musculoskeletal System Course (BMS 6635). Methods A retrospective descriptive study on prospectively maintained survey data was performed. Following course completion, MS2s were surveyed on their experience from four to five live patient encounters at the University of Central Florida College of Medicine from 2016-2022. The interactive cases involved patients with dermatologic, autoimmune, and musculoskeletal diseases. All MS2s enrolled in BMS 6635 were included. Statistical analysis was performed on survey responses to students\' perceptions of live patient encounters. Results Seven hundred surveys were completed following the interactive patient encounters. Ninety percent of participants answered that they enjoyed the cases, 92% agreed the cases were an appropriate learning experience for their education, and 76% agreed the cases helped with material retention. From 2016 to 2022, there was a slight decrease in enjoyment in the cases over time (97%, 88%, 93%, 94%, 86%, 81%, p<.001, respectively), and student agreement that patient cases were an appropriate learning experience in their education (98%, 92%, 94%, 95%, 93%, 84%, p=.001, respectively), but overall remained greater than 80% satisfaction. Conclusions Patient cases are perceived to be a valuable educational resource by second-year medical students and therefore should be integrated in medical curricula. Students enjoyed patient cases, believed they had an educational benefit, and perceived they aided in material retention.

BACKGROUND: Harm reduction is a non-traditional approach to addressing substance use disorders and a tool to prevent the spread of transmissible blood-borne infections. We taught an interactive lecture on harm reduction for medical students at the California University of Science and Medicine. This lecture was unique in that it is the only one that was directly developed in collaboration with a harm reduction nonprofit organization for the purpose of educating future physicians.
METHODS: The class was encouraged to think critically about the topic of harm reduction, their biases toward persons who use injection drugs (PWID), and the role of physicians in improving health outcomes for this population. We sent pre- and post-surveys to the students to measure changes in their attitudes toward PWID and harm reduction.  Results: Overall, we successfully changed medical students\' perspectives of PWID. However, their perspectives on the topic of harm reduction did not change significantly from the already positive opinions students had on the topic before the session. After the session, students were less likely to enjoy giving extra time to these patients and were more likely to find that these patients were difficult to work with.  Discussion: Harm reduction interventions can potentially prevent health complications associated with drug use, such as bacterial endocarditis, abscess formation, and transmitting diseases such as hepatitis and HIV, alleviating some of the burden placed on healthcare systems by PWID. This interactive session can serve as a model for other institutions that desire to educate their medical students on the topic of harm reduction and to address the stigma that is faced by PWID.