Acquisition Of Medical Knowledge Research Articles

Assessing readiness: the impact of an experiential learning entrustable professional activity-based residency preparatory course

ABSTRACT As medical schools move to integrate the Core Entrustable Professional Activities for Entering Residency (EPAs) into curricula and address the transition from student to resident, residency preparatory courses have become more prevalent. The authors developed an experiential learning EPA-based capstone course for assessment to determine impact on learner self-assessed ratings of readiness for residency and acquisition of medical knowledge. All fourth-year students from the classes of 2018–2020 completed a required course in the spring for assessment of multiple EPAs, including managing core complaints, performing basic procedures, obtaining informed consent, and providing patient handoffs. Learners selected between three specialty-based parallel tracks – adult medicine, surgery, or pediatrics. Students completed a retrospective pre-post questionnaire to provide self-assessed ratings of residency preparedness and comfort in performing EPAs. Finally, the authors studied the impact of the course on knowledge acquisition by comparing student performance in the adult medicine track on multiple choice pre- and post-tests. Four hundred and eighty-one students were eligible for the study and 452 (94%) completed the questionnaire. For all three tracks, there was a statistically significant change in learner self-assessed ratings of preparedness for residency from pre- to post-course (moderately or very prepared: adult medicine 61.4% to 88.6% [p-value < 0.001]; surgery 56.8% to 81.1% [p-value < 0.001]; pediatrics 32.6% to 83.7% [p-value 0.02]). A similar change was noted in all tracks in learner self-assessed ratings of comfort from pre- to post-course for all studied EPAs. Of the 203 students who participated in the adult medicine track from 2019–2020, 200 (99%) completed both the pre- and post-test knowledge assessments. The mean performance improved from 65.0% to 77.5% (p-value < 0.001). An experiential capstone course for the assessment of EPAs can be effective to improve learner self-assessed ratings of readiness for residency training and acquisition of medical knowledge.

Cultural Appropriation for Improved Knowledge Acquisition in Medical Education.

Culture is an essential component that governs all aspects of human behavior. Superstition is an irrational belief observed in almost all cultures. It is linked to one or more factors like supernatural powers, good luck, bad omen, fiction, illegitimate activity, absurd narration, folk tales, or practice without any rational basis. A cross-sectional social experiment was conducted to evaluate the effect of cultural appropriation as a tool to enhance medical knowledge acquisition and attitudinal development in medical education. The experiment was designed to target a non-medical population. Four superstition-oriented videos were developed with 20 scientific pieces of information related to forensic medicine. A data collection sheet was developed on Microsoft form with 16 questions was distributed on the participants. Out of the 986 participants, 763 (77.5%) watched the whole set of videos. About 55-95% of responders demonstrated knowledge acquisition of all the questions. There was a statistically significant difference between those who watched the videos and those who did not. When participants were asked about the most important information they remember from the videos, their answers fell into two main categories; information related to core scientific knowledge (80% of participants) and information not related to the core knowledge (16% of respondents). The top three areas for the reasons why people wanted to watch the videos were curiosity, knowledge, and career. A change in attitudes was reported among the participants where 80% of responders demonstrated curiosity to know more about this world, 46% responders reported developing more respect for the forensic physician and 43% revealed their ignorance about this great hidden world. Cultural appropriation could be a needed strategy to accommodate for upscale in education. Learners might validate that learning happens through a door that adopts not only honours their culture and adapts to it.

COVID-19 Impact on Family Medicine Residents Exam Performance.

The COVID-19 pandemic began interrupting family medicine residency training in spring 2020. While a decline in scores on the American Board of Family Medicine In-Training Examination (ITE) has been observed, whether this decline has translated into the high-stakes Family Medicine Certification Examination (FMCE) is unclear. The goal of this study was to systematically assess the magnitude of COVID-19 impact on medical knowledge acquisition during residency, as measured by the ITE and FMCE. A total of 19,101 initial certification candidates from 2017 to 2022 were included in this study. Annual ITE scores and FMCE scores were reported on the same scale (200-800) and served as the outcome measure. We conducted multilevel regression analysis to determine ITE score growth and FMCE scores compared to cohorts prior to COVID-19. During COVID-19, the increase in ITE scores from postgraduate year 2 (PGY-2) to PGY-3 was 25.5 points less, representing a 57.6% relative decrease; and from PGY-3 ITE to FMCE, it was 8.6 points less, a 12.7% relative decrease, compared with cohorts prior to COVID-19. FMCE scores were 6.6 points less during COVID-19, representing a 1.2% relative decline from the average FMCE score prior to COVID-19. This study found nonsubstantive COVID-19 impact on FMCE scores, but a considerable knowledge acquisition decline during residency, especially during the PGY-2 to PGY-3 period. While COVID-19 impacted learning, our findings indicated that residencies were largely able to remediate knowledge deficits before residents took the FMCE.

Reflecting on gamified learning in medical education: a systematic literature review grounded in the Structure of Observed Learning Outcomes (SOLO) taxonomy 2012—2022

BackgroundThe acquisition of in-depth medical knowledge, skills, and competencies is of utmost importance when training future medical professionals. This systematic literature review delves into the empirical connection between gamified learning in medical education and the Structure of Observed Learning Outcomes (SOLO) taxonomy.MethodsFollowing PRISMA guidelines, a systematic literature review was conducted in seven databases to identify empirical studies related to gamification and medical education. The literature search was limited to peer-reviewed articles published between January 2012 and December 2022. Articles focusing on games or learning technologies in a broader sense as well as research focusing on nursing or pharmacy education were excluded.ResultsUpon reviewing 23 qualified empirical studies that applied gamified learning strategies in medical education, 18 (78%) studies are associated with the second lowest level (uni-structural) of the SOLO taxonomy. The mid-level (multi-structural) learning outcomes are associated with three (13%) of the reviewed studies. There are five (22%) studies focusing on the second highest (relational) level of the SOLO. Only one study (4%) is associated with the highest SOLO level (extended-abstract). Finally, three (13%) studies were identified with multiple levels of the SOLO. In addition to the SOLO levels, the review found six (26%) studies emphasizing motivational and engagement support of gamified learning strategies in facilitating intended learning outcome attainment. A total of three (13%) studies, across three SOLO levels, suggested that gamified learning strategies can improve students’ soft skills in medical education programs.ConclusionThese findings collectively emphasize the need for future research and development to design gamified learning experiences capable of fostering higher SOLO taxonomy attainment in medical education. Moreover, there is potential to extend the SOLO framework to encompass motivational and affective learning outcomes, providing a comprehensive understanding of the impact of gamified learning on medical students.

Implementation and Evaluation of a Trainee Orientation Manual in an Intensive Care Unit Rotation.

The intensive care unit (ICU) rotation places trainees in a fast-paced, high-intensity environment that requires complex patient care and multidisciplinary coordination. Trainees seek continuous medical knowledge acquisition while tasked with learning ICU-specific workflows, procedures, and policies. The unfamiliarity with rotation logistics and administrative roles and expectations could hinder the ICU rotation learning experience. A lack of standardization and material for trainee orientation to administrative ICU tasks and workflows could affect the trainee's rotation performance and overall learner satisfaction. We evaluated the implementation of an ICU trainee manual to provide trainees with a source of orientation for rotation logistics and nonclinical ICU tasks. We assessd its impact on content retention, learners' satisfaction with the manual, and overall ICU rotation experience. We designed an observational, prospective cohort study that included all trainees scheduled to rotate in the ICU during the 2020-2021 academic year. The ICU manual was delivered electronically and was available throughout the academic year. Trainees received a survey before their first ICU rotation (pretest) and 6 months after their first ICU rotation (retest) to assess content retention, trainees' perception of the ICU manual, and overall rotation satisfaction. A total of 95 trainees completed the pretest survey, and 61 completed the retest survey. The target cohort response rate for each survey was 100%. Pretest scores were higher than the matched retest scores (41 of 48 [interquartile range, 37-44] vs. 38 of 48 [34-41]; P < 0.001). The median ICU manual satisfaction score was 32 of 40 (26-36.5). We found positive correlations between ICU manual trainee satisfaction score and the retest score (r[59] = 0.320; P = 0.01) and ICU rotation trainee satisfaction level (r[59] = 0.909; P < 0.001). Implementing an ICU manual to orient trainees to their ICU clinical rotation was well received and showed continued retention of orientation content. Higher ICU rotation trainee satisfaction levels were related to a positive perception of the ICU manual.

Evaluation of Large language model performance on the Multi-Specialty Recruitment Assessment (MSRA) exam

IntroductionAI-powered platforms have gained prominence in medical education and training, offering diverse applications from surgical performance assessment to exam preparation. This research paper examines the capabilities of Large Language Models (LLMs), including Llama 2, Google Bard, Bing Chat, and ChatGPT-3.5, in answering multiple-choice questions of the Clinical Problem Solving (CPS) paper of the Multi-Specialty Recruitment Assessment (MSRA) exam. MethodsUsing a dataset of 100 CPS questions from ten subject categories, we assessed the LLMs' performance against medical doctors preparing for the exam. ResultsResults showed that Bing Chat outperformed all other LLMs and even surpassed human users from the Qbank question bank. Conversely, Llama 2's performance was inferior to human users. Google Bard and ChatGPT 3.5 did not exhibit statistically significant differences in correct response rates compared to human candidates.Pairwise comparisons demonstrated Bing Chat's significant superiority over Llama 2, Google Bard, and ChatGPT 3.5. However, no significant differences were found between Llama 2 and Google Bard, Llama 2, and ChatGPT-3.5, and Google Bard and ChatGPT-3.5. DiscussionFreely available LLMs have already demonstrated that they can perform as well or even outperform human users in answering MSRA exam questions. Bing Chat emerged as a particularly strong performer. The study also highlights the potential for enhancing LLMs' medical knowledge acquisition through tailored fine-tuning. Medical knowledge tailored LLMs such as Med-PaLM, have already shown promising results. ConclusionWe provided valuable insights into LLMs' competence in answering medical MCQs and their potential integration into medical education and assessment processes.

Older Taiwanese Volunteers as Standardized Patients

Introduction Most standardized patients (SPs) in Taiwan are middle-aged or older volunteers with a high retention rate and selflessly devote themselves to the service. This study explored the psychological process behind the continued altruistic behaviors of SPs to understand the formation of service motivation, professional identity, and internal transformation. Methods Sixteen volunteers, aged 50 to 70 years, who served as SPs for 3 to 11 years in a religious hospital were enrolled in this study. Individual semistructured interviews were conducted. Each person was interviewed for approximately 120 minutes. We used a thematic analysis to analyze the interview transcripts. Results We identified 3 major themes and 8 subthemes. The first theme, SPs' service motivation, included the following 3 subthemes: past medical experiences, acquisition of medical knowledge, and emotional connections. The second theme, SPs' identity formation, included the following 3 subthemes: role recognition, work ethic, and a sense of religious mission. The third theme, SPs' physical and psychological support, included 2 subthemes: internal transformation and personal well-being. Conclusions The interview results showed doctor-patient or life experiences served as the impetus prompting SPs to engage in such altruistic behavior. In addition, identity formation endowed older SPs with a life purpose and a sense of fulfillment and self-actualization through fostering and training medical students. In addition, a clear recognition of the role of an SP and self-worth helped volunteers mitigate any physical and mental problems caused by negative life experiences. Standardized patients continued to complete their tasks with a positive attitude.

Integration of natural and deep artificial cognitive models in medical images: BERT-based NER and relation extraction for electronic medical records.

Medical images and signals are important data sources in the medical field, and they contain key information such as patients' physiology, pathology, and genetics. However, due to the complexity and diversity of medical images and signals, resulting in difficulties in medical knowledge acquisition and decision support. In order to solve this problem, this paper proposes an end-to-end framework based on BERT for NER and RE tasks in electronic medical records. Our framework first integrates NER and RE tasks into a unified model, adopting an end-to-end processing manner, which removes the limitation and error propagation of multiple independent steps in traditional methods. Second, by pre-training and fine-tuning the BERT model on large-scale electronic medical record data, we enable the model to obtain rich semantic representation capabilities that adapt to the needs of medical fields and tasks. Finally, through multi-task learning, we enable the model to make full use of the correlation and complementarity between NER and RE tasks, and improve the generalization ability and effect of the model on different data sets. We conduct experimental evaluation on four electronic medical record datasets, and the model significantly out performs other methods on different datasets in the NER task. In the RE task, the EMLB model also achieved advantages on different data sets, especially in the multi-task learning mode, its performance has been significantly improved, and the ETE and MTL modules performed well in terms of comprehensive precision and recall. Our research provides an innovative solution for medical image and signal data.

Head-to-Head Comparison of ChatGPT Versus Google Search for Medical Knowledge Acquisition.

Chat Generative Pretrained Transformer (ChatGPT) is the newest iteration of OpenAI's generative artificial intelligence (AI) with the potential to influence many facets of life, including health care. This study sought to assess ChatGPT's capabilities as a source of medical knowledge, using Google Search as a comparison. Cross-sectional analysis. Online using ChatGPT, Google Seach, and Clinical Practice Guidelines (CPG). CPG Plain Language Summaries for 6 conditions were obtained. Questions relevant to specific conditions were developed and input into ChatGPT and Google Search. All questions were written from the patient perspective and sought (1) general medical knowledge or (2) medical recommendations, with varying levels of acuity (urgent or emergent vs routine clinical scenarios). Two blinded reviewers scored all passages and compared results from ChatGPT and Google Search, using the Patient Education Material Assessment Tool (PEMAT-P) as the primary outcome. Additional customized questions were developed that assessed the medical content of the passages. The overall average PEMAT-P score for medical advice was 68.2% (standard deviation [SD]: 4.4) for ChatGPT and 89.4% (SD: 5.9) for Google Search (p < .001). There was a statistically significant difference in the PEMAT-P score by source (p < .001) but not by urgency of the clinical situation (p = .613). ChatGPT scored significantly higher than Google Search (87% vs 78%, p = .012) for patient education questions. ChatGPT fared better than Google Search when offering general medical knowledge, but it scored worse when providing medical recommendations. Health care providers should strive to understand the potential benefits and ramifications of generative AI to guide patients appropriately.

Nursing Competence as a Developmental Task of Nursing Students in Nursing Education: A Qualitative Panel Study

Nursing Competence as a Developmental Task of Nursing Students in Nursing Education: A Qualitative Panel Study Abstract: Background: One of the key challenges of nursing education is to foster the development of professional nursing competency. Currently, there is a lack of empirical knowledge about nursing students' subjective educational processes to be able to specifically support them in this development. Method: To reconstruct the developmental processes of nursing students, a qualitative panel study was conducted with 26 students of the three-year nursing training in Germany. Data were collected at the end of the 1st, 2nd, and 3rd year of nursing students' training through episodic interviews, and analysed using reconstructive-hermeneutical analysis (Kruse, 2015). Results: 'Developing nursing competency' was identified as one of the five developmental tasks. In the perception of the students, this development task focuses on the acquisition of medical knowledge, skills to carry out nursing actions and the ability to organise processes. In doing so, they ignore the subjective perspective of the people to be cared for. Conclusion: Through a cross-training overarching analyses, it becomes clear that nursing students do not succeed in developing a patient-oriented understanding of nursing regarding nursing competency. Hence, it must be examined whether the perspectives of the nursing students have changed due the stronger process orientation in the new legal nursing requirements.

Moving Beyond the Dichotomous Assessment of Professionalism in the Internal Medicine Clerkship: Results of a National Survey of Clerkship Directors.

This study examines how internal medicine clerkship faculty and leadership conceptualize professionalism and professional behaviors and attitudes, identifies whether and how faculty use metrics to assess professionalism and factor it into clerkship grades, and describes barriers that prevent faculty from feeling prepared to support the development of professional behaviors in students. The Clerkship Directors in Internal Medicine opened a call for thematic survey section proposals to its physician-faculty members, blind-reviewed all submissions, and selected 4 based on internal medicine clinical clerkship training experience relevance. The survey launched on October 5 and closed on December 7, 2021. Data were analyzed using descriptive statistics. Of 137 core clerkship directors (CDs) at Liaison Committee on Medical Education-accredited medical schools, 103 (75.2%) responded to the survey. Of 102 respondents (1 nonrespondent), 84 (82.4%) identified professional behavior lapses in involvement and 60 (58.8%) identified introspection lapses. Of 103 respondents, 97 (94.2%) reported that their clerkships ask clinical faculty and residents to formally evaluate professionalism, and 64 (62.1%) reported that they factor professionalism assessments into final clerkship grades. CDs reported multiple barriers to addressing professionalism directly with students, including logistical barriers, professionalism assessment subjectivity concerns, and the possible adverse effect of an unprofessional label for students. Professionalism assessment and remediation in medical education currently center on a deficit model that seeks to identify and remediate professionalism lapses, rather than a developmental model that seeks to nurture growth. This dichotomous characterization of behaviors as professional or unprofessional limits assessment and can adversely affect the learning environment. The authors propose a shift to a developmental model that considers professionalism as a continuous process parallel to the acquisition of clinical skills and medical knowledge.

Integration of ultrasound simulation to improve medical student knowledge and satisfaction on the obstetrics and gynecology clerkship

There has been increased use of ultrasound in contemporary medical education. Students tend to report a higher sense of satisfaction when ultrasound is incorporated into medical education, but little is known about whether its use leads to an improvement in medical knowledge acquisition independent of the ultrasound skill. In addition, there is no consensus among obstetrics and gynecology clerkships on the most effective way to incorporate ultrasound into the clerkship curriculum. This project described a method to integrate ultrasound simulation into an obstetrics and gynecology clerkship curriculum. Our hypothesis was that the incorporation of ultrasound simulation in the obstetrics and gynecology clerkship curriculum will lead to an increase in standardized assessments of obstetrics and gynecology knowledge. A prepost study at a single institution with multiple methods design was employed. Of note, 10 high-yield pathology topics commonly tested on the Association of Professors of Gynecology and Obstetrics quizzes and National Board of Medical Examiners examinations were summarized into study sheets and associated with a representative ultrasound simulation module. All students were provided access to the summary sheets. Students with instruction in ultrasound simulation consisted of the postintervention group and were compared with students that did not have ultrasound simulation (preintervention group). Quiz and examination scores were compared between the groups. In addition, students who accessed the ultrasound simulator were given a survey at the end of their rotation to obtain qualitative information regarding satisfaction and the incorporation of ultrasound into the clerkship curriculum. There was no significant difference in quiz or examination scores between students who had access to the ultrasound simulation and those who did not. Most students found the integration of ultrasound simulation into the obstetrics and gynecology clerkship to be beneficial, to enhance their learning, to boost their confidence in ultrasound skills, and to be a potential substitute for clinical ultrasounds during the rotation. Integration of ultrasound simulation into obstetrics and gynecology clerkships and medical school education is understudied but can be a valuable educational tool. The incorporation of ultrasound into the medical education system is a topic of current studies. This study found that integration was viewed favorably by students, although integration was not associated with an improvement in medical knowledge measured via quiz and examination performance. Our research provided students with a standardized ultrasound education experience, which improved student satisfaction with the obstetrics and gynecology clerkship but did not correlate to increased demonstrated medical knowledge and understanding of examinations. Moving forward, student participants provided various suggestions on how we can continue to enrich medical students' education with the implementation of ultrasound.

Medical Knowledge Acquisition during a Pandemic: Pediatric Subspecialty in-Training Examination and Board Certification Exam Passing Rate

ObjectiveThe COVID-19 pandemic resulted in training programs restructuring their curricula. Fellowship programs are required to monitor each fellow’s training progress through a combination of formal evaluations, competency tracking, and measures of knowledge acquisition. The American Board of Pediatrics administers subspecialty in-training examinations (SITE) to pediatric fellowship trainees annually and board certification exams at the completion of the fellowship. The objective of this study was to compare SITE scores and certification exam passing rates before and during the pandemic. MethodsIn this retrospective observational study, we collected summative data on SITE scores and certification exam passing rates for all pediatric subspecialties from 2018 to 2022. Trends over time were assessed using analysis of variance (ANOVA) analysis to test for trends across years within one group and t-test analysis to compare groups before and during the pandemic. ResultsData were obtained from 14 pediatric subspecialties. Comparing prepandemic to pandemic scores, Infectious Diseases, Cardiology, and Critical Care Medicine saw statistically significant decreases in SITE scores. Conversely, Child Abuse and Emergency Medicine saw increases in SITE scores. Emergency Medicine saw a statistically significant increase in certification exam passing rates, while Gastroenterology and Pulmonology saw decreases in exam passing rates. ConclusionsThe COVID-19 pandemic resulted in restructuring didactics and clinical care based on the needs of the hospital. There were also societal changes affecting patients and trainees. Subspecialty programs with declining scores and certification exam passing rates may need to assess their educational and clinical programs and adapt to the needs of trainees’ learning edges.

The Impact of Post-graduate Year and Program Accreditation Status on In-Training Examination Performance in Orthopaedic Surgery.

Introduction The progression of medical knowledge competency during surgical residency training is poorly understood. This study measures the acquisition of medical knowledge as orthopedic surgery residents advance during training and the impact of accreditation status on orthopedic in-training examination (OITE) performance. Methods Orthopedic surgery residents taking the OITE during 2020 and 2021 were included. Residents were grouped into cohorts by post-graduate year (PGY) and Accreditation Council for Graduate Medical Education (ACGME) accreditation status. Comparisons were made with parametric tests. Results Eight thousand eight hundred and seventy-one ACGME-accredited residents (89%) and 1,057 non-ACGME-accredited residents (11%) were evenly distributed by the PGY level (range, 19-21%). Residents in both ACGME- and non-ACGME-accredited residency programs had a significant increase in OITE performance at each PGY level (P<0.001). At ACGME-accredited programs, OITE performance increased from PGY1 (51%), PGY2 (59%), PGY3 (65%), PGY4 (68%), and PGY5 (70%) (P<0.001). There were progressively smaller percentage increases in OITE performance during accredited residency training (range, 2-8%), but this increase was linear in non-accredited residency training (range, 4%). At each PGY level, residents at accredited programs outperformed their counterparts at non-accredited programs (P<0.001). Conclusion OITE performance increases during residency training. Among ACGME-accredited residents, performance on the OITE progresses rapidly during junior years and plateaus during senior years. Residents in ACGME-accredited residency programs outperform their counterparts in non-accredited residency programs. More research is needed to understand optimal training environments that promote medical knowledge acquisition during orthopedic surgery residency.

Acquisition of Medical Knowledge Varies During Allopathic and Osteopathic Orthopedic Surgery Residency Training.

Currently, little is known about the differences in medical knowledge acquisition between osteopathic and allopathic orthopedic surgery residents. The purpose of this study was to determine the relationship between Orthopaedic In-Training Examination (OITE) performance and training pathway in orthopedic surgery. This was a retrospective cohort study of all orthopedic surgery residents taking the OITE during the 2019-2020 academic year. Comparisons in OITE performance were made with parametric tests. A total of 4407 orthopedic surgery residents were in allopathic (86%) and osteopathic (14%) training programs. There was significant improvement in OITE performance between subsequent postgraduate year (PGY) levels among allopathic residents (P<.001). Among osteopathic residents, OITE performance increased between PGY1 and PGY4 (P<.001) but plateaued between PGY4 and PGY5 (P>.05). At the PGY1 level, osteopathic residents had higher OITE performance than allopathic residents (P<.001), but scores were equivalent at the PGY2 to PGY4 levels (P>.05). At the PGY5 level, allopathic residents had higher OITE performance than osteopathic residents (P<.001). Allopathic medical students scored higher on the Step 1 (248±19 vs 242±17, P<.001) and Step 2 (255±16 vs 250±15, P<.001) board examinations. Medical knowledge increases during orthopedic surgery residency. Disparities exist by training pathway, with osteopathic residents outperforming allopathic residents at the PGY1 level but then underperforming at the PGY5 level. Ultimately, this study provides insights into how resident promotion and training pathway impacts the acquisition of medical knowledge during orthopedic surgery residency. [Orthopedics. 2023;46(6):379-383.].

Application of Improved CNN Technology in Medical Imaging Course

The role of artificial intelligence technology in the medical field has become more and more important. As an important part of artificial intelligence technology, the CNN model in deep learning has become more and more widely used in the field of CT image recognition. In the process of recognizing CT images, the previous CNN model will have the consequences of low recognition accuracy and over fitting, resulting in less obvious recognition effect.This paper proposes an improved CT image recognition method based on 3-D CNN, a convolutional neural network for image classification mainly used to solve the correlation information between images and add new dimension information on human cancer tissue. The method saves valuable education resources on Chinese medicine, reduces the repetitive mechanical workload of medical college lecturers, and improves the efficiency of medical students' knowledge acquisition. Experimental results show that the accuracy of medical CT images can be improved by using 3D-CNN method, thus improving the prediction of the location of cancer areas during CT scans. Keywords: 3-D CNN model; CT image; depth Learning; medicine Education

Self-Management About Adjuvant Therapy in Breast Cancer Survivors: A Qualitative Study.

ObjectiveThis study aims to describe the experience and connotations of self-management about adjuvant therapy (AT) in Chinese breast cancer survivors (BCS) and explore possible factors that affect their self-management level.MethodsSemi-structured interviews were conducted in postoperative BCS undergoing AT using a qualitative description method. The conceptual structure and connotations were extracted after researchers collected and coded interview transcripts.ResultsAfter interviewing 29 patients, the conceptual framework of self-management in BCS during AT was optimized with three major themes: medical-related, emotion, and role management. Medical-related management includes AT-related adverse reactions; medical cooperation and knowledge acquisition; recovery and protection of affected limb; medical compliance; body image; sexual function and fertility; healthy lifestyle; catheter daily protection; and AT-related financial burdens. Emotion management includes recognition, prevention, and regulation of negative emotions. Role management consists of three aspects: family role, social role, and work role.ConclusionThe conceptual structure and connotations formed in this study can help researchers to evaluate and intervene in the self-management ability of BCS during AT, so as to formulate the best model of care to improve their quality of life and clinical outcomes.

The development, implementation, and evaluation of a medical student peer teaching training curriculum during a high-fidelity prehospital trauma simulation.

While peer teaching has been found to be an effective technique during simulation, no peer teaching training curriculum (PTTC) has been developed for simulation-based learning. The objective of this study, therefore, was to develop, implement, and evaluate a PTTC during a high-fidelity trauma simulation. When developing the PTTC, we combined several validated learning models for teaching and learning procedural skills. We then implemented it over 6 days in two phases: instructional (learning how to teach) and experiential (practicing teaching). Our research team conducted a qualitative evaluation to evaluate the effectiveness of the PTTC. We analyzed written self-reflections from 20 second-year medical students who completed the PTTC. Using an iterative inductive approach to data analysis, our research team first individually coded the reflection papers. We then met to define and categorize the codes into themes. Finally, we compared these themes to the PTTC's objectives to evaluate the curriculum's effectiveness. The following themes emerged from the data: 1) learning through teaching; 2) self-actualization as an educator; and 3) role of physician as leader, advocate, and educator. The students described how the peer teaching experience improved their own procedural knowledge and skills. They also reported an increase in their leadership and communication skills as they effectively provided guidance and feedback to their peers, which led to their self-actualization as an educator. This self-actualization inspired the peer teachers' professional identity formation as leaders and educators in medicine. Based on these themes, we found our PTTC to be an effective curricular design. Our results reinforce previously described benefits to both peer teachers and learners in regard to medical knowledge and skills acquisition and furthers the academic emergency medicine community's understanding of how students' involvement as peer teachers in simulation-based education impacts their professional development.

MedSentinel - A Smart Sentinel for Biomedical Online Search Demonstrated by a COVID-19 Search.

We present a work-in-progress software project which aims to assist cross-database medical research and knowledge acquisition from heterogeneous sources. Using a Natural Language Processing (NLP) model based on deep learning algorithms, topical similarities are detected, going beyond measures of connectivity via citation or database suggestion algorithms. A network is generated based on the NLP-similarities between them, and then presented within an explorable 3D environment. Our software will then generate a list of publications and datasets which pertain to a certain topic of interest, based on their level of similarity in terms of knowledge representation.

Effectiveness of a web-based virtual journal club to promote medical education (Web-Ed): protocol of a multicentre pragmatic randomised trial

IntroductionA journal club (JC) is a commonly used medical educational tool. Videoconferencing technology can facilitate the delivery of JCs, however, there remains no evidence on the role of web-based virtual...