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Journal Description

JMIR Medical Education (JME) is a Pubmed-indexed, peer-reviewed journal with focus on technology, innovation and openess in medical education. Another focus is on how to train health professionals in the use of digital tools. We publish original research, reviews, viewpoint and policy papers on innovation and technology in medical education. As an open access journal we have a special interest in open and free tools and digitial learning objects for medical education, and urge authors to make their tools and learning objects freely available (we may also publish them as Multimedia Appendix). We also invite submissions of non-conventional articles (eg, open medical education material and software resources that are not yet evaluated but free for others to use/implement). 

In our "Students' Corner", we invite students and trainees in the health professions to submit short essays and viewpoints on all aspects of medical education, but in particular suggestions on how to improve medical education, and suggestions for new technologies, applications and approaches (no article processing fees).

A sister journal of the Journal of Medical Internet Research (JMIR), a leading eHealth journal (Impact Factor 2017: 4.671), the scope of JME is broader and includes non-Internet approaches to improve education, training and assessment for medical professionals and allied health professions.

Articles published in JME will be submitted to PubMed and Pubmed Central. JME is open access.

 

Recent Articles:

  • Source: The Authors / Placeit; Copyright: JMIR Publications; URL: http://mededu.jmir.org/2019/1/e11971/; License: Creative Commons Attribution (CC-BY).
    Viewpoint and Opinions on Innovation...

    May 6, 2019

    Not Just a Medical Student: Delivering Medical Education Through a Short Video Series on Social Media

    Authors List:

    Abstract:

    “Not Just a Medical Student” is an innovative bite-size medical education video series founded and hosted on social media. Its primary aim is to inspire tomorrow’s doctors to be creative while engaging and informing them with the latest innovations, technology, and conferences within various specialties. To our knowledge, these themes are scarcely covered in the structured medical curriculum. Created and launched in August 2017, “Not Just a Medical Student” quickly gained traction; with over 1000 followers on Facebook and a rapidly increasing number of views, it reached the medical community across the globe. The video series features a trailblazer in virtual reality surgery and its potential impact on the evolution of medical education, reviewing future medical technology apps, such as Touch Surgery, and reporting on the latest medical education and health apps. The series engaged in topical medico-politics at the British Medical Association House and reported on global health issues and innovations at the Royal Society of Medicine Conference. The video series has further received several national awards including the Association and Study of Medical Education (ASME) Educator Innovator 2017 award, runner up to the Zeshan Qureshi Outstanding Contribution to Medical Education Award, and the Alternative Docs National Social Media Influencer award. The concept has been presented at international conferences (eg, the Healthcare Leadership Academy conference) and gained international recognition upon personal invitation at the Norwegian Annual Junior Doctors Conference. With the rise of the social media generation, innovative methods to inspire, engage, and inform students contributing to the continuous evolution of medical education should be encouraged and further explored.

  • Source: Wikepedia Commons; Copyright: Germanna CC; URL: https://commons.wikimedia.org/wiki/File:20160412_GCC_Nursing_Birth_Unit_(26126497060).jpg; License: Creative Commons Attribution (CC-BY).
    Continuing Medical Education (CME)...

    Apr 22, 2019

    Exploring Care Providers’ Perceptions and Current Use of Telehealth Technology at Work, in Daily Life, and in Education: Qualitative and Quantitative Study

    Authors List:

    Abstract:

    Background: A telehealth technology education curriculum designed to integrate information technology and telecommunication well has great potential to prepare care providers for health care delivery across space, time, and social and cultural barriers. It is important to assess the readiness level of care providers to use and maximize the benefits of telehealth technology in the health care delivery process. Therefore, this study explored care providers’ existing experience using technology in various use contexts and compared their familiarity with telehealth technology’s relevant features. Objective: This study’s objective was to explore care providers’ familiarity with using technology in different settings and their perceptions of telehealth-driven care performance to lay a foundation for the design of an effective telehealth education program. Methods: The study used quantitative and qualitative analyses. The online survey included four items that measured care providers’ perceptions of care performance when using telehealth technology. Advanced practice registered nurse students rated each item on a 7-point Likert scale, ranging from 1 (“strongly disagree”) to 7 (“strongly agree”). They also responded to three open-ended questions about what kinds of health information technology they use at work, after work, and in their current educational program. Results: A total of 109 advanced practice registered nurse students responded to the online survey and open-ended questionnaire. Most indicated that using telehealth technology enhances care performance (mean 5.67, median 6.0, SD 1.36), helps make their care tasks more effective (mean 5.73, median 6.0, SD 1.30), improves the quality of performing care tasks (mean 5.71, median 6.0, SD 1.30), and decreases error in communicating and sharing information with others (mean 5.35, median 6.0, SD 1.53). In addition, our qualitative analyses revealed that the students used the electronic health records technology primarily at work, combined with clinical decision support tools for medication and treatment management. Outside work, they primarily used video-text communication tools and were exposed to some telehealth technology in their education setting. Further, they believe that use of nonhealth technology helps them use health information technology to access health information, confirm their diagnoses, and ensure patient safety. Conclusions: This research highlights the importance of identifying care providers’ existing experience of using technology to better design a telehealth technology education program. By focusing explicitly on the characteristics of care providers’ existing technology use in work, nonwork, and educational settings, we found a potential consistency between practice and education programs in care providers’ requirements for technology use, as well as areas of focus to complement their frequent use of nonhealth technologies that resemble telehealth technology. Health policymakers and practitioners need to provide compatible telehealth education programs tailored to the level of care providers’ technological familiarity in both their work and nonwork environments.

  • Vietnamese health professionals taking continuing medical education examinations. Source: Image created by the Authors; Copyright: The Authors; URL: https://mededu.jmir.org/2019/1/e12058; License: Creative Commons Attribution (CC-BY).
    Continuing Medical Education (CME)...

    Apr 18, 2019

    Motivating HIV Providers in Vietnam to Learn: A Mixed-Methods Analysis of a Mobile Health Continuing Medical Education Intervention

    Authors List:

    Abstract:

    Background: The Mobile Continuing Medical Education Project (mCME V.2.0) was a randomized controlled trial designed to test the efficacy of a text messaging (short message service [SMS])–based distance learning program in Vietnam that included daily quiz questions, links to readings and online courses, and performance feedback. The trial resulted in significant increases in self-study behaviors and higher examination scores for intervention versus control participants. Objective: The objective of this mixed-methods study was to conduct qualitative and quantitative investigations to understand participants’ views of the intervention. We also developed an explanatory framework for future trial replication. Methods: At the endline examination, all intervention participants completed a survey on their perspectives of mCME and self-study behaviors. We convened focus group discussions to assess their experiences with the intervention and attitudes toward continuing medical education. Results: A total of 48 HIV specialists in the intervention group completed the endline survey, and 30 participated in the focus group discussions. Survey and focus group data suggested that most clinicians liked the daily quizzes, citing them as convenient mechanisms to convey information in a relevant manner. A total of 43 of the 48 (90%) participants reported that the daily quizzes provided motivation to study for continuing medical education purposes. Additionally, 83% (40/48) of intervention participants expressed that they were better prepared to care for patients with HIV in their communities, compared with 67% (32/48) at baseline. Participation in the online coursework component was low (only 32/48, 67% of intervention participants ever accessed the courses), but most of those who did participate thought the lectures were engaging (26/32, 81%) and relevant (29/32, 91%). Focus group discussions revealed that various factors influenced the clinicians’ decision to engage in higher learning, or “lateral learning,” including the participant’s availability to study, professional relevance of the topic area, and feedback. These variables serve as modifying factors that fit within an adapted version of the health belief model, which can explain behavior change in this context. Conclusions: Qualitative and quantitative endline data suggested that mCME V.2.0 was highly acceptable. Participant behaviors during the trial fit within the health belief model and can explain the intervention’s impact on improving self-study behaviors. The mCME platform is an evidence-based approach with the potential for adoption at a national scale as a method for promoting continuing medical education. Trial Registration: ClinicalTrials.gov NCT02381743; https://clinicaltrials.gov/ct2/show/NCT02381743

  • Source: The Authors / Placeit; Copyright: JMIR Publications; URL: http://mededu.jmir.org/2019/1/e11351/; License: Creative Commons Attribution (CC-BY).
    Training Tools for Medical Students

    Apr 12, 2019

    Supporting Students With Electronic Health Record–Embedded Learning Aids: A Mixed-Methods Study

    Authors List:

    Abstract:

    Background: Students often perceive workplace-based learning as disconnected from what they learn in medical school. Interventions that deal with this issue regularly involve feedback and/or learning aids. Feedback has frequently been encouraged in previous research, whereas the use of aids is less understood. Objective: This study aims to investigate the added value of learning aids in making the connection and enhancing the transfer of learning between medical school and workplace-based learning. Methods: First-year students in postgraduate general practice training participated in a mixed-methods study. Within a quasi-experimental design, two conditions were investigated: (1) students having access to electronic health record (EHR)–embedded learning aids and feedback and (2) students only receiving feedback. Semistructured interviews were conducted and analyzed according to the thematic analysis approach. Results: Forty-four students participated in this study. No significant difference was found between the two conditions (t42=–0.511, P=.61, 95% CI –4.86 to 2.90). Nevertheless, students used the aids frequently and found them useful. Given that the aids were familiar to students and contained practice-based instructions in an easily accessible format, they were perceived as feasible to use during workplace-based learning. They also appeared to stimulate transfer of learning, self-confidence, reflection, and interaction between student and supervisor. Conclusions: Access to EHR-embedded learning aids offers additional support during, but also before and after, patient encounters. The aids can be easily implemented into workplace-based learning.

  • Source: Wikipedia; Copyright: Johnstrom; URL: https://en.wikipedia.org/wiki/File:Two_CASE_students_at_the_Carnegie_Institution.jpg; License: Public Domain (CC0).
    Undergraduate Education for Allied...

    Apr 11, 2019

    Development and Evaluation of a Hybrid Course in Clinical Virology at a Faculty of Pharmacy in Lille, France

    Authors List:

    Abstract:

    Background: During their studies, pharmacy students must acquire the specific skills in clinical virology required for their subsequent professional practice. Recent experiments on teaching and learning in higher education have shown that hybrid courses strengthen the students’ commitment to learning and enable high-quality knowledge acquisition. Objective: This study concerned the design and deployment of a hybrid course that combines face-to-face and Web-based instruction in clinical virology for fourth-year pharmacy students. The study’s objectives were to (1) measure the students’ level of involvement in the course, (2) gauge their interest in this type of learning, and (3) highlight any associated difficulties. Methods: The study included 194 fourth-year pharmacy students from the Lille Faculty of Pharmacy (University of Lille, Lille, France) between January and June 2017. The students followed a hybrid course comprising an online learning module and 5 tutorial sessions in which professional situations were simulated. The learning module and 3 online evaluation sessions were delivered via the Moodle learning management system. Each tutorial session ended with an evaluation. The number of Moodle log-ins, the number of views of learning resources, and the evaluation marks were recorded. The coefficient for the correlation between the marks in the online evaluation and those in the tutorials was calculated. The students’ opinions and level of satisfaction were evaluated via a course questionnaire. Results: The course’s learning resources and Web pages were viewed 21,446 and 3413 times, respectively. Of the 194 students, 188 (96.9%) passed the course (ie, marks of at least 10 out of 20). There was a satisfactory correlation between the marks obtained in the online evaluations and those obtained after the tutorials. The course met the students’ expectations in 53.2% of cases, and 57.4% of the students stated that they were able to work at their own pace. Finally, 26.6% of the students stated that they had difficulty organizing their work around this hybrid course. Conclusions: Our results showed that pharmacy students were strongly in favor of a hybrid course. The levels of attendance and participation were high. However, teachers must be aware that some students will encounter organizational difficulties.

  • Source: The Authors / Placeit; Copyright: JMIR Publications; URL: http://mededu.jmir.org/2019/1/e12626/; License: Creative Commons Attribution (CC-BY).
    Training Tools for Medical Students

    Apr 9, 2019

    Increasing Access to Medical Training With Three-Dimensional Printing: Creation of an Endotracheal Intubation Model

    Authors List:

    Abstract:

    Background: Endotracheal intubation (ETI) is a crucial life-saving procedure, where more than 2 failed attempts can lead to further complications or even death. Like all technical skills, ETI requires sufficient practice to perform adequately. Currently, the models used to practice ETI are expensive and, therefore, difficult to access, particularly in the developing world and in settings that lack a dedicated simulation center. Objective: This study aimed to improve access to ETI training by creating a comparable yet cost-effective simulation model producible by 3-dimensional (3D) printers. Methods: Open-source mesh files of relevant anatomy from BodyParts3D were modified through the 3D modeling programs Meshlab (ISTI-CNR) and Blender (Blender Foundation). Several prototypes with varying filaments were tried to optimize the ETI simulation. Results: We have created the novel 3D-printed pediatric ETI model for learners at all levels to practice this airway management skill at negligible costs compared with current simulation models. It is an open-source design available for all medical trainees. Conclusions: Revolutions in cost and ease of use have allowed home and even desktop 3D printers to become widespread. Therefore, open-source access to the ETI model will improve accessibility to medical training in the hopes of optimizing patient care.

  • Source: Flickr; Copyright: Illinois Springfield; URL: https://www.flickr.com/photos/illinoisspringfield/46254256065/; License: Creative Commons Attribution + Noncommercial + NoDerivatives (CC-BY-NC-ND).
    New Methods and Approaches in Medical...

    Apr 8, 2019

    Telemedicine Training in Undergraduate Medical Education: Mixed-Methods Review

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    Abstract:

    Background: Telemedicine has grown exponentially in the United States over the past few decades, and contemporary trends in the health care environment are serving to fuel this growth into the future. Therefore, medical schools are learning to incorporate telemedicine competencies into the undergraduate medical education of future physicians so that they can more effectively leverage telemedicine technologies for improving the quality of care, increasing patient access, and reducing health care expense. This review articulates the efforts of allopathic-degree-granting medical schools in the United States to characterize and systematize the learnings that have been generated thus far in the domain of telemedicine training in undergraduate medical education. Objective: The aim of this review was to collect and outline the current experiences and learnings that have been generated as medical schools have sought to implement telemedicine capacity-building into undergraduate medical education. Methods: We performed a mixed-methods review, starting with a literature review via Scopus, tracking with Excel, and an email outreach effort utilizing telemedicine curriculum data gathered by the Liaison Committee on Medical Education. This outreach included 70 institutions and yielded 7 interviews, 4 peer-reviewed research papers, 6 online documents, and 3 completed survey responses. Results: There is an emerging, rich international body of learning being generated in the field of telemedicine training in undergraduate medical education. The integration of telemedicine-based lessons, ethics case-studies, clinical rotations, and even teleassessments are being found to offer great value for medical schools and their students. Most medical students find such training to be a valuable component of their preclinical and clinical education for a variety of reasons, which include fostering greater familiarity with telemedicine and increased comfort with applying telemedical approaches in their future careers. Conclusions: These competencies are increasingly important in tackling the challenges facing health care in the 21st century, and further implementation of telemedicine curricula into undergraduate medical education is highly merited.

  • Source: PxHere; Copyright: PxHere; URL: https://pxhere.com/en/photo/31574; License: Public Domain (CC0).
    New Methods and Approaches in Medical...

    Apr 8, 2019

    Faculty and Student Interaction in an Online Master’s Course: Survey and Content Analysis

    Authors List:

    Abstract:

    Background: The provision of online educational courses has soared since the creation of the World Wide Web, with most universities offering some degree of distance-based programs. The social constructivist pedagogy is widely accepted as the framework to provide education, but it largely relies on the face-to-face presence of students and faculty to foster a learning environment. The concern with online courses is that this physical interaction is removed, and therefore learning may be diminished. Objective: The Community of Inquiry (CoI) is a framework designed to support the educational experience of such courses. This study aims to examine the characteristics of the CoI across the whole of an entirely online master’s course. Methods: This research used a case study method, using a convergent parallel design to study the interactions described by the CoI model in an online master’s program. The MSc program studied is a postgraduate medical degree for doctors or allied health professionals. Different data sources were used to corroborate this dataset including content analysis of both asynchronous and synchronous discussion forums. Results: This study found that a CoI can be created within the different learning activities of the course. The discussion forums integral to online courses are a rich source of interaction, with the ability to promote social interaction, teaching presence, and cognitive learning. Conclusions: The results show that meaningful interaction between faculty and student can be achieved in online courses, which is important to ensure deep learning and reflection.

  • Source: The Authors / Placeit; Copyright: The Authors; URL: https://mededu.jmir.org/2019/1/e13128; License: Creative Commons Attribution (CC-BY).
    Reviews in Medical Education

    Apr 5, 2019

    How We Evaluate Postgraduate Medical E-Learning: Systematic Review

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    Abstract:

    Background: Electronic learning (e-learning) in postgraduate medical education has seen a rapid evolution; however, we tend to evaluate it only on its primary outcome or learning aim, whereas its effectiveness also depends on its instructional design. We believe it is important to have an overview of all the methods currently used to evaluate e-learning design so that the preferred method may be identified and the next steps needed to continue to evaluate postgraduate medical e-learning may be outlined. Objective: This study aimed to identify and compare the outcomes and methods used to evaluate postgraduate medical e-learning. Methods: We performed a systematic literature review using the Web of Science, PubMed, Education Resources Information Center, and Cumulative Index of Nursing and Allied Health Literature databases. Studies that used postgraduates as participants and evaluated any form of e-learning were included. Studies without any evaluation outcome (eg, just a description of e-learning) were excluded. Results: The initial search identified 5973 articles, of which we used 418 for our analysis. The types of studies were trials, prospective cohorts, case reports, and reviews. The primary outcomes of the included studies were knowledge, skills, and attitude. A total of 12 instruments were used to evaluate a specific primary outcome, such as laparoscopic skills or stress related to training. The secondary outcomes mainly evaluated satisfaction, motivation, efficiency, and usefulness. We found 13 e-learning design methods across 19 studies (4% 19/418). The methods evaluated usability, motivational characteristics, and the use of learning styles or were based on instructional design theories, such as Gagne’s instructional design, the Heidelberg inventory, Kern’s curriculum development steps, and a scale based on the cognitive load theory. Finally, 2 instruments attempted to evaluate several aspects of a design, based on the experience of creating e-learning. Conclusions: Evaluating the effect of e-learning design is complicated. Given the diversity of e-learning methods, there are many ways to carry out such an evaluation, and probably, many ways to do so correctly. However, the current literature shows us that we have yet to reach any form of consensus about which indicators to evaluate. There is a great need for an evaluation tool that is properly constructed, validated, and tested. This could be a more homogeneous way to compare the effects of e-learning and for the authors of e-learning to continue to improve their product.

  • Source: Flickr; Copyright: Kennedy Library; URL: https://www.flickr.com/photos/kennedylibrary/12931130814/; License: Creative Commons Attribution + Noncommercial (CC-BY-NC).
    Massive Open Online Courses (MOOC)

    Apr 2, 2019

    Data Collection Approaches to Enable Evaluation of a Massive Open Online Course About Data Science for Continuing Education in Health Care: Case Study

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    Abstract:

    Background: This study presents learner perceptions of a pilot massive open online course (MOOC). Objective: The objective of this study was to explore data collection approaches to help inform future MOOC evaluations on the use of semistructured interviews and the Kirkpatrick evaluation model. Methods: A total of 191 learners joined 2 course runs of a limited trial of the MOOC. Moreover, 7 learners volunteered to be interviewed for the study. The study design drew on semistructured interviews of 2 learners transcribed and analyzed using Braun and Clark’s method for thematic coding. This limited participant set was used to identify how the Kirkpatrick evaluation model could be used to evaluate further implementations of the course at scale. Results: The study identified several themes that could be used for further analysis. The themes and subthemes include learner background (educational, professional, and topic significance), MOOC learning (learning achievement and MOOC application), and MOOC features (MOOC positives, MOOC negatives, and networking). There were insufficient data points to perform a Kirkpatrick evaluation. Conclusions: Semistructured interviews for MOOC evaluation can provide a valuable in-depth analysis of learners’ experience of the course. However, there must be sufficient data sources to complete a Kirkpatrick evaluation to provide for data triangulation. For example, data from precourse and postcourse surveys, quizzes, and test results could be used to improve the evaluation methodology.

  • Source: Flickr; Copyright: ibmphoto24; URL: https://www.flickr.com/photos/ibm_media/10347917176/in/album-72157636692306563/; License: Creative Commons Attribution + Noncommercial + NoDerivatives (CC-BY-NC-ND).
    Continuing Medical Education (CME)...

    Mar 28, 2019

    Health Care Providers’ Profiles and Evaluations of a Statewide Online Education Program for Dissemination of Clinical Evidence on HIV, Hepatitis C Virus,...

    Authors List:

    Abstract:

    Background: Timely and effective dissemination of the latest clinical evidence to health care providers is essential for translating biomedical research into routine patient care. Online platforms offer unique opportunities for dissemination of medical knowledge. Objective: In this study, we report the profiles of health care providers participating in the New York State HIV-HCV-STD Clinical Education Initiative online program and their evaluations of the online continuing professional development courses. Methods: We compiled professional and personal background information of the clinicians who completed at least one online course. We collected their self-reported program evaluation data with regard to the course content, format, knowledge increase, and impact on clinical practice. Results: We recorded a total of 4363 completions of 88 online courses by 1976 unique clinicians during a 12-month study period. The clinicians’ background was diverse in terms of demographics, education levels, professional disciplines, practice years, employment settings, caseloads, and clinical services. The evaluation of online courses was very positive (usefulness/relevance, 91.08%; easy comprehension, 89.09%; knowledgeable trainer, 92.00%; appropriate format, 84.35%; knowledge increase, 48.52%; intention to use knowledge, 85.26%; and plan to change practice, 21.98%). Comparison with the reference data indicated that the online program successfully reached out to the primary care communities. Both the younger generation and the senior health care providers were attracted to the online program. High-quality multimedia resources, flexibility of access, ease of use, and provision of continuing professional development credits contributed to the initial success of this online clinical education program. Conclusions: We have successfully characterized a diverse group of clinicians participating in a statewide online continuing professional development program. The evaluation has shown effective use of online resources to disseminate clinical evidence on HIV, hepatitis C virus, and sexually transmitted disease to primary care clinicians.

  • Source: Freepik; Copyright: Dragana_Gordic; URL: https://www.freepik.com/free-photo/student-using-smartphone-while-studying-student-with-martphone-addiction-concept-technology-concept-student-looking-phone-writing-something_1191789.htm; License: Licensed by JMIR.
    Social Media in Medical Education

    Mar 25, 2019

    Augmenting Flexnerism Via Twitterism: Need for Integrating Social Media Application in Blueprinting Pedagogical Strategies for Undergraduate Medical Education

    Authors List:

    Abstract:

    Background: Flexnerism, or “competency-based medical education,” advocates that formal analytic reasoning, the kind of rational thinking fundamental to the basic sciences, especially the natural sciences, should be the foundation of physicians’ intellectual training. The complexity of 21st century health care requires rethinking of current (medical) educational paradigms. In this “Millennial Era,” promulgation of the tenets of Flexnerism in undergraduate medical education requires a design and blueprint of innovative pedagogical strategies, as the targeted learners are millennials (designated as generation-Y medical students). Objective: The aim of this proof-of-concept study was to identify the specific social media app platforms that are selectively preferred by generation-Y medical students in undergraduate medical education. In addition, we aimed to explore if these preferred social media apps can be used to design an effective pedagogical strategy in order to disseminate course learning objectives in the preclinical phase of a spiral curriculum. Methods: A cross-sectional survey was conducted by distributing a 17-item questionnaire among the first- and second-year medical students in the preclinical phase at the Mohammed Bin Rashid University of Medicine and Health Science. Results: The study identified YouTube and WhatsApp as the social media app platforms preferred by generation-Y medical students in undergraduate medical education. This study also identified the differences between female and male generation-Y medical students in terms of the use of social media apps in medical education, which we believe will assist instructors in designing pedagogical strategies to integrate social media apps. In addition, we determined the perceptions of generation-Y medical students on the implementation of social media apps in medical education. The pedagogical strategy designed using social media apps and implemented in the Biochemistry course was well accepted by generation-Y medical students and can be translated to any course in the preclinical phase of the medical curriculum. Moreover, the identified limitations of this study provide an understanding of the gaps in research in the integration of social media apps in a medical curriculum catering to generation-Y medical students. Conclusions: 21st century medical education requires effective use of social media app platforms to augment competency-based medical education: Augmentation of Flexnerism in the current scenario is possible only by the adaptation of Twitterism.

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  • Building a Medical Education Outcomes Center

    Date Submitted: May 8, 2019

    Open Peer Review Period: May 10, 2019 - Jul 5, 2019

    Background: Medical education and clinical data exist in multiple unconnected databases, resulting in three problems: 1) it is difficult to connect learner outcomes with patient outcomes; 2) learners...

    Background: Medical education and clinical data exist in multiple unconnected databases, resulting in three problems: 1) it is difficult to connect learner outcomes with patient outcomes; 2) learners cannot be easily tracked over time through the education-training-practice continuum; 3) no standard methodology ensures quality and privacy of the data. Objective: The purpose of this project was to develop a Medical Education Outcomes Center (MEOC) to integrate education data and to build a framework to standardize the intake and processing of requests for using these data. Methods: An inventory of over 100 data sources owned or utilized by the medical school was conducted, and nearly two dozen of these data sources have been vetted and integrated into MEOC. In addition, American Medical Association (AMA) Physician Masterfile data of University of Minnesota Medical School (UMMS) graduates were linked to data from the National Provider Identifier (NPI) registry, to develop a mechanism to connect alumni practice data to education data. Results: Over 160 data requests have been fulfilled culminating in a range of outcomes analyses, including support of accreditation efforts. MEOC received data on 13,092 UMMS graduates in the AMA Physician Masterfile and could link 10,443 with NPI numbers and began to explore their practice demographics. Technical and operational work to expand MEOC continues. Next steps are to link educational data to clinical practice data through NPI numbers in order to assess the effectiveness of our medical education programs by the clinical outcomes of our graduates. Conclusions: MEOC provides a replicable framework to allow other schools to more effectively operate their programs and drive innovation. Clinical Trial: NA

  • Developing coherent assessment for a virtual patient: comparing the virtual patient’s assessment to clinical educators’ judgement

    Date Submitted: Apr 17, 2019

    Open Peer Review Period: Apr 23, 2019 - Jun 18, 2019

    Background: Virtual patient software can be a useful tool to foster the development of medical history taking skills without the bedside setting’s inherent constraints. While virtual patients (VP) h...

    Background: Virtual patient software can be a useful tool to foster the development of medical history taking skills without the bedside setting’s inherent constraints. While virtual patients (VP) hold the promise of contributing to the development of students’ skills, documenting and assessing skills acquired through VP remains a challenge. Objective: We propose outcome measures for medical history taking, articulate their implementation within a VP and then test the measures by comparing VP scores to the judgement of 10 clinician-educators (CE). Methods: We built, in the virtual patient software, four domains of medical history taking to be assessed (Breadth, Depth, Logical Sequence and Interviewing Technique). Ten CE watched the screen recordings of three students to assess performance first globally then for each of the four domains for the three students. Results: The scores provided by the VP were slightly higher but comparable to the ones given by the CE for the global performance and for Depth, Logical Sequence and interviewing technique. For Breadth, the VP scores were higher for two of the three students compared to the CE scores. Conclusions: Findings suggest that the VP assessment gives results akin to those that would be generated by CE. Developing a model for what constitutes a good history taking performance in specific contexts may provide insight about how CEs generally think about assessment.

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