Journal of Educational Evaluation for Health Professions

Review

Application of artificial intelligence chatbots, including ChatGPT, in education, scholarly work, programming, and content generation and its prospects: a narrative review: Tae Won Kim; J Educ Eval Health Prof. 2023;20:38. Published online December 27, 2023; DOI: https://doi.org/10.3352/jeehp.2023.20.38

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This study aims to explore ChatGPT’s (GPT-3.5 version) functionalities, including reinforcement learning, diverse applications, and limitations. ChatGPT is an artificial intelligence (AI) chatbot powered by OpenAI’s Generative Pre-trained Transformer (GPT) model. The chatbot’s applications span education, programming, content generation, and more, demonstrating its versatility. ChatGPT can improve education by creating assignments and offering personalized feedback, as shown by its notable performance in medical exams and the United States Medical Licensing Exam. However, concerns include plagiarism, reliability, and educational disparities. It aids in various research tasks, from design to writing, and has shown proficiency in summarizing and suggesting titles. Its use in scientific writing and language translation is promising, but professional oversight is needed for accuracy and originality. It assists in programming tasks like writing code, debugging, and guiding installation and updates. It offers diverse applications, from cheering up individuals to generating creative content like essays, news articles, and business plans. Unlike search engines, ChatGPT provides interactive, generative responses and understands context, making it more akin to human conversation, in contrast to conventional search engines’ keyword-based, non-interactive nature. ChatGPT has limitations, such as potential bias, dependence on outdated data, and revenue generation challenges. Nonetheless, ChatGPT is considered to be a transformative AI tool poised to redefine the future of generative technology. In conclusion, advancements in AI, such as ChatGPT, are altering how knowledge is acquired and applied, marking a shift from search engines to creativity engines. This transformation highlights the increasing importance of AI literacy and the ability to effectively utilize AI in various domains of life.

Citations

Citations to this article as recorded by

Opportunities, challenges, and future directions of large language models, including ChatGPT in medical education: a systematic scoping review
Xiaojun Xu, Yixiao Chen, Jing Miao
Journal of Educational Evaluation for Health Professions.2024; 21: 6. CrossRef
Artificial Intelligence: Fundamentals and Breakthrough Applications in Epilepsy
Wesley Kerr, Sandra Acosta, Patrick Kwan, Gregory Worrell, Mohamad A. Mikati
Epilepsy Currents.2024;[Epub] CrossRef

Research article

No difference in factual or conceptual recall comprehension for tablet, laptop, and handwritten note-taking by medical students in the United States: a survey-based observational study: Warren Wiechmann, Robert Edwards, Cheyenne Low, Alisa Wray, Megan Boysen-Osborn, Shannon Toohey; J Educ Eval Health Prof. 2022;19:8. Published online April 26, 2022; DOI: https://doi.org/10.3352/jeehp.2022.19.8

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Abstract PDF Supplementary Material: Purpose
Technological advances are changing how students approach learning. The traditional note-taking methods of longhand writing have been supplemented and replaced by tablets, smartphones, and laptop note-taking. It has been theorized that writing notes by hand requires more complex cognitive processes and may lead to better retention. However, few studies have investigated the use of tablet-based note-taking, which allows the incorporation of typing, drawing, highlights, and media. We therefore sought to confirm the hypothesis that tablet-based note-taking would lead to equivalent or better recall as compared to written note-taking.
Methods
We allocated 68 students into longhand, laptop, or tablet note-taking groups, and they watched and took notes on a presentation on which they were assessed for factual and conceptual recall. A second short distractor video was shown, followed by a 30-minute assessment at the University of California, Irvine campus, over a single day period in August 2018. Notes were analyzed for content, supplemental drawings, and other media sources.
Results
No significant difference was found in the factual or conceptual recall scores for tablet, laptop, and handwritten note-taking (P=0.61). The median word count was 131.5 for tablets, 121.0 for handwriting, and 297.0 for laptops (P=0.01). The tablet group had the highest presence of drawing, highlighting, and other media/tools.
Conclusion
In light of conflicting research regarding the best note-taking method, our study showed that longhand note-taking is not superior to tablet or laptop note-taking. This suggests students should be encouraged to pick the note-taking method that appeals most to them. In the future, traditional note-taking may be replaced or supplemented with digital technologies that provide similar efficacy with more convenience.

Brief Report

Analysis of the study skills of undergraduate pharmacy students of the University of Zambia School of Medicine: Christian Chinyere Ezeala, Nalucha Siyanga; J Educ Eval Health Prof. 2015;12:46. Published online September 25, 2015; DOI: https://doi.org/10.3352/jeehp.2015.12.46

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Abstract PDF

It aimed to compare the study skills of two groups of undergraduate pharmacy students in the School of Medicine, University of Zambia using the Study Skills Assessment Questionnaire (SSAQ), with the goal of analysing students’ study skills and identifying factors that affect study skills. A questionnaire was distributed to 67 participants from both programs using stratified random sampling. Completed questionnaires were rated according to participants study skill. The total scores and scores within subscales were analysed and compared quantitatively. Questionnaires were distributed to 37 students in the regular program, and to 30 students in the parallel program. The response rate was 100%. Students had moderate to good study skills: 22 respondents (32.8%) showed good study skills, while 45 respondents (67.2%) were found to have moderate study skills. Students in the parallel program demonstrated significantly better study skills (mean SSAQ score, 185.4±14.5), particularly in time management and writing, than the students in the regular program (mean SSAQ score 175±25.4; P<0.05). No significant differences were found according to age, gender, residential or marital status, or level of study. The students in the parallel program had better time management and writing skills, probably due to their prior work experience. The more intensive training to students in regular program is needed in improving time management and writing skills.

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Technical Report

An assessment blueprint for the Advanced Medical Life Support two-day prehospital emergency medical services training program in the United States: Les R. Becker, Matt Vassar; J Educ Eval Health Prof. 2015;12:43. Published online August 7, 2015; DOI: https://doi.org/10.3352/jeehp.2015.12.43

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Abstract PDF

Purpose
Traditional approaches to blueprint creation may focus on fine-grained detail at the expense of important foundational concepts. The purpose of this study was to develop a method for constructing an assessment blueprint to guide the creation of a new post-test for a two-day prehospital emergency medical services training program. Methods: In order to create the blueprint, we first determined the proportions of the total classroom and home-study minutes associated with the lower- and higher-order cognitive objectives of each chapter of the textbook and the two-day classroom activities during training courses conducted from January to April 2015. These proportions were then applied to a 50-question test structure in order to calculate the number of desired questions by chapter and content type. Results: Our blueprint called for the test to contain an almost even split of lower- and higher-order cognitive questions. One-best-answer multiple choice items and extended matching-type items were written to assess lower- and higher-order cognitive content, respectively. Conclusion: We report the first known application of an assessment blueprint to a prehospital professional development education program. Our approach to blueprint creation is computationally straightforward and could be easily adopted by a group of instructors with a basic understanding of lower- and higher-order cognitive constructs. By blueprinting at the chapter level, as we have done, item-writers should be more inclined to construct questions that focus on important central themes or procedures.

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Evaluation of Emergency First Response’s Competency in Undergraduate College Students: Enhancing Sustainable Medical Education in the Community for Work Occupational Safety
Graciano Dieck-Assad, Omar Israel González Peña, José Manuel Rodríguez-Delgado
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Quality assurance of test blueprinting
Ghada Eweda, Zakeya Abdulbaqi Bukhary, Omayma Hamed
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Research Article

Reflective writing and its impact on empathy in medical education: systematic review: Isabel Chen, Connor Forbes; J Educ Eval Health Prof. 2014;11:20. Published online August 16, 2014; DOI: https://doi.org/10.3352/jeehp.2014.11.20

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Abstract PDF

Purpose
Medical schools are increasingly aware of the ways in which physician empathy can have a profound impact on patients’ lives and have developed humanities initiatives to address this concern. Reflective writing in particular is more commonly promoted in medical curricula, but there is limited research on the impact of reflective writing on medical student empathy levels. It aims to find the emotional effects of reflective writing interventions on medical and healthcare students by systemic review. Methods: Two investigators independently reviewed educational publications for critical analysis. This review focused systematically on quantitative papers that measure the impact of reflective writing on empathy. Results: Of the 1,032 studies found on Medline and CINAHL, only 8 used quantitative measures pre- and postwritten reflection to measure any impact on empathy outcomes. The outcomes measured included impact of reflective writing exercises on student wellness, aptitude, and/or clinical skills. Of these studies, a significant change in student empathy was observed in 100% of the studies, demonstrating a significant change in outcomes. Conclusion: Although the lack of homogeneity in outcome measurement in the literature limits possible conclusion from this review, the overwhelmingly positive reporting of outcomes suggests that reflective writing should be considered in any medical curriculum.

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Brief Report

Would medical students enter an exclusion zone in an infected district with a high mortality rate? An analysis of book reports on 28 (secondary publication): Kun Hwang, Hyung Sun Hong, Won Young Heo; J Educ Eval Health Prof. 2014;11:15. Published online August 11, 2014; DOI: https://doi.org/10.3352/jeehp.2014.11.15

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Abstract PDF

This study aimed to ascertain whether medical students would enter a closed area where there was a raging epidemic of an infectious disease with a high fatality rate, and includes reasons for the students entering or refusing to enter. Participants included 50 second-year medical students. They were assigned to read a novel entitled 28, written by Youjeong Jeong, and discuss it in groups. Using their book reports, their decisions of whether or not to enter Hwayang, the city from the novel, and the reasons for their decisions were analyzed; we furthermore investigated the factors affecting their decisions. Among the 50 respondents, 18 students (36%) answered that they would enter, and the remaining 32 students (64%) answered that they would not enter the zone. The reasons given for entering were responsibility (44%), sense of ethics (33%), social duty (17%), and sense of guilt (6%). The reasons the students provided for not entering were inefficiency (44%), worry regarding family (28%), needlessness of sacrifice (19%), and safety not ensured (9%). Students who had four or fewer family members were more likely to enter Hwayang than were students who had five or more family members (odds ratio, 1.85). Students who had completed over 100 hours of volunteer work were more likely to enter Hwayang than were students who had volunteered less than 100 hours (odds ratio, 2.04). Owing to their “responsibility” as a doctor, 36% of medical students answered that they would enter an exclusion zone in an infected district with a high fatality rate. However, 64% answered they would not enter because of “inefficiency.” For the medical students it is still a question ‘To enter or not to enter?’

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Analysis of the perceptions of medical students applying contextual relevance to literature
Kun Hwang, Ae Yang Kim, Hun Kim
The Asia Pacific Scholar.2018; 3(2): 47. CrossRef

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