Farhan H Alwadei, Blasé P Brown, Saleh H Alwadei, Ilene B Harris, Abdurahman H Alwadei
Objectives: To examine the impact of dental students' usage patterns within an adaptive learning platform (ALP), using ALP-related indicators, on their final exam performance.
Methods: Track usage data from the ALP, combined with demographic and academic data including age, gender, pre- and post-test scores, and cumulative grade point average (GPA) were retrospectively collected from 115 second-year dental students enrolled in a blended learning review course. Learning performance was measured by post-test scores. Data were analyzed using correlation coefficients and linear regression tests.
Results: The ALP-related variables (without controlling for background demographics and academic data) accounted for 29.6% of student final exam performance (R2=0.296, F(10,104)=4.37, p=0.000). Positive significant ALP-related predictors of post-test scores were improvement after activities (β=0.507, t(104)=2.101, p=0.038), timely completed objectives (β=0.391, t(104)=2.418, p=0.017), and number of revisions (β=0.127, t(104)=3.240, p=0.002). Number of total activities, regardless of learning improvement, negatively predicted post-test scores (β= -0.088, t(104)=-4.447, p=0.000). The significant R2 change following the addition of gender, GPA, and pre-test score (R2=0.689, F(13, 101)=17.24, p=0.000), indicated that these predictors explained an additional 39% of the variance in student performance beyond that explained by ALP-related variables, which were no longer significant. Inclusion of cumulative GPA and pre-test scores showed to be the strongest and only predictors of post-test scores (β=18.708, t(101)=4.815, p=0.038) and (β=0.449, t(101)=6.513, p=0.038), respectively.
Conclusions: Track ALP-related data can be valuable indicators of learning behavior. Careful and contextual analysis of ALP data can guide future studies to examine practical and scalable interventions.
{"title":"The utility of adaptive eLearning data in predicting dental students' learning performance in a blended learning course.","authors":"Farhan H Alwadei, Blasé P Brown, Saleh H Alwadei, Ilene B Harris, Abdurahman H Alwadei","doi":"10.5116/ijme.64f6.e3db","DOIUrl":"10.5116/ijme.64f6.e3db","url":null,"abstract":"<p><strong>Objectives: </strong>To examine the impact of dental students' usage patterns within an adaptive learning platform (ALP), using ALP-related indicators, on their final exam performance.</p><p><strong>Methods: </strong>Track usage data from the ALP, combined with demographic and academic data including age, gender, pre- and post-test scores, and cumulative grade point average (GPA) were retrospectively collected from 115 second-year dental students enrolled in a blended learning review course. Learning performance was measured by post-test scores. Data were analyzed using correlation coefficients and linear regression tests.</p><p><strong>Results: </strong>The ALP-related variables (without controlling for background demographics and academic data) accounted for 29.6% of student final exam performance (R<sup>2</sup>=0.296, F<sub>(10,104)</sub>=4.37, p=0.000). Positive significant ALP-related predictors of post-test scores were improvement after activities (β=0.507, t<sub>(104)</sub>=2.101, p=0.038), timely completed objectives (β=0.391, t<sub>(104)</sub>=2.418, p=0.017), and number of revisions (β=0.127, t<sub>(104)</sub>=3.240, p=0.002). Number of total activities, regardless of learning improvement, negatively predicted post-test scores (β= -0.088, t<sub>(104)</sub>=-4.447, p=0.000). The significant R<sup>2</sup> change following the addition of gender, GPA, and pre-test score (R<sup>2</sup>=0.689, F<sub>(13, 101)</sub>=17.24, p=0.000), indicated that these predictors explained an additional 39% of the variance in student performance beyond that explained by ALP-related variables, which were no longer significant. Inclusion of cumulative GPA and pre-test scores showed to be the strongest and only predictors of post-test scores (β=18.708, t<sub>(101)</sub>=4.815, p=0.038) and (β=0.449, t<sub>(101)</sub>=6.513, p=0.038), respectively.</p><p><strong>Conclusions: </strong>Track ALP-related data can be valuable indicators of learning behavior. Careful and contextual analysis of ALP data can guide future studies to examine practical and scalable interventions.</p>","PeriodicalId":14029,"journal":{"name":"International Journal of Medical Education","volume":"14 ","pages":"137-144"},"PeriodicalIF":3.1,"publicationDate":"2023-10-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10693956/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41118450","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"COVID-19 and medical education in Japan: a struggle for fairness and transparency.","authors":"Yudai Kaneda, Yuka Higuchi, Makoto Yoshida, Yoshika Saito","doi":"10.5116/ijme.6512.8cb5","DOIUrl":"10.5116/ijme.6512.8cb5","url":null,"abstract":"","PeriodicalId":14029,"journal":{"name":"International Journal of Medical Education","volume":"14 ","pages":"145-146"},"PeriodicalIF":3.1,"publicationDate":"2023-10-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10693954/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41119752","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Mohammed O. Razi, Rinat Fouzia, Mohammed S. Razzaque
Empathy is a crucial human quality that enables healthcare professionals to connect with patients, providing physical and emotional support to enhance patient-centered care. Empathy in healthcare is critical for establishing patient-provider (healthcare) trust, increasing patient satisfaction, and, eventually, delivering high-quality healthcare. However, there is growing concern about the declining levels of empathy among healthcare providers, partly related to increased workload, burnout, and empathic distress fatigue. Moreover, the recent emphasis of medical education on the technical aspects of healthcare over empathetic care also contributed to the decline of empathy among healthcare providers with compromised patient care. This brief article summarizes the potential causes and consequences of declining empathy in medical practice with future implications on the quality of humanized healthcare.
{"title":"Decline of Empathy among Healthcare Apprentices","authors":"Mohammed O. Razi, Rinat Fouzia, Mohammed S. Razzaque","doi":"10.3390/ime2040022","DOIUrl":"https://doi.org/10.3390/ime2040022","url":null,"abstract":"Empathy is a crucial human quality that enables healthcare professionals to connect with patients, providing physical and emotional support to enhance patient-centered care. Empathy in healthcare is critical for establishing patient-provider (healthcare) trust, increasing patient satisfaction, and, eventually, delivering high-quality healthcare. However, there is growing concern about the declining levels of empathy among healthcare providers, partly related to increased workload, burnout, and empathic distress fatigue. Moreover, the recent emphasis of medical education on the technical aspects of healthcare over empathetic care also contributed to the decline of empathy among healthcare providers with compromised patient care. This brief article summarizes the potential causes and consequences of declining empathy in medical practice with future implications on the quality of humanized healthcare.","PeriodicalId":14029,"journal":{"name":"International Journal of Medical Education","volume":"69 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135481414","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Amelie Blanchet Garneau, Patrick Lavoie, Vanessa Sit, Catherine Laurent Sédillot
Objectives: This integrative literature review aimed to identify the core elements of an anti-racist approach among health professions educators.
Methods: We searched five databases CINAHL (EBSCOhost), ERIC (ProQuest Dissertations & Thesis Global), EMBASE (Ovid), MEDLINE (Ovid), and Web of Science (Social Sciences Citation Index, Citation Index Expanded) in March 2021. The search strategy combined concepts related to anti-racist pedagogies in the context of health professions education by educators in any capacity. From 1,755 results, we selected 249 manuscripts published in English or French between 2008 and 2021 based on titles and abstracts. After reviewing the full texts, we selected the 48 most relevant sources. We extracted data regarding knowledge, skills, and attitudes in reference to anti-racist approaches or surrogate terms. Within each category, we grouped similar data using a conceptual map.
Results: Analysis of the selected sources revealed that, for health professions educators, engaging in an anti-racist pedagogical approach requires more than incorporating racialized perspectives and content into the classroom. It rather rests on three interrelated components: developing a critical understanding of power relationships, moving toward a critical consciousness, and taking action at individual and organizational levels.
Conclusions: This review sheds light on knowledge, attitudes and skills that educators must deploy to adopt an anti-racist approach competently. This approach is a learned, intentional, and strategic effort in which health professions educators incorporate anti-racism into their teaching and apply anti-racist values to their various spheres of influence. This ongoing process strives for institutional and structural changes and requires whole-system actions.
目的:本综合文献综述旨在确定卫生专业教育工作者反种族主义方法的核心要素。方法:我们于2021年3月检索了CINAHL (EBSCOhost)、ERIC (ProQuest Dissertations & Thesis Global)、EMBASE (Ovid)、MEDLINE (Ovid)和Web of Science (Social Sciences Citation Index, Citation Index Expanded) 5个数据库。搜索策略结合了与反种族主义教学法有关的概念,在卫生专业教育的背景下,由任何身份的教育工作者进行教育。从1755个结果中,我们根据标题和摘要选择了2008年至2021年间用英语或法语发表的249篇论文。在审查全文后,我们选择了48个最相关的来源。我们提取了有关反种族主义方法或替代术语的知识、技能和态度的数据。在每个类别中,我们使用概念图对类似的数据进行分组。结果:对选定资料来源的分析表明,对于卫生专业教育工作者来说,采用反种族主义的教学方法需要的不仅仅是将种族化的观点和内容纳入课堂。它取决于三个相互关联的组成部分:发展对权力关系的批判性理解,走向批判性意识,以及在个人和组织层面采取行动。结论:本综述揭示了教育工作者为有效采取反种族主义方法所必须具备的知识、态度和技能。这种方法是一种有学问的、有意的和战略性的努力,卫生专业教育者将反种族主义纳入他们的教学,并将反种族主义价值观应用于他们的各个影响领域。这一正在进行的进程力求体制和结构上的变革,并要求采取全系统行动。
{"title":"Core components of an anti-racist approach among health professions educators: an integrative review.","authors":"Amelie Blanchet Garneau, Patrick Lavoie, Vanessa Sit, Catherine Laurent Sédillot","doi":"10.5116/ijme.64e9.b6b4","DOIUrl":"10.5116/ijme.64e9.b6b4","url":null,"abstract":"<p><strong>Objectives: </strong>This integrative literature review aimed to identify the core elements of an anti-racist approach among health professions educators.</p><p><strong>Methods: </strong>We searched five databases CINAHL (EBSCOhost), ERIC (ProQuest Dissertations & Thesis Global), EMBASE (Ovid), MEDLINE (Ovid), and Web of Science (Social Sciences Citation Index, Citation Index Expanded) in March 2021. The search strategy combined concepts related to anti-racist pedagogies in the context of health professions education by educators in any capacity. From 1,755 results, we selected 249 manuscripts published in English or French between 2008 and 2021 based on titles and abstracts. After reviewing the full texts, we selected the 48 most relevant sources. We extracted data regarding knowledge, skills, and attitudes in reference to anti-racist approaches or surrogate terms. Within each category, we grouped similar data using a conceptual map.</p><p><strong>Results: </strong>Analysis of the selected sources revealed that, for health professions educators, engaging in an anti-racist pedagogical approach requires more than incorporating racialized perspectives and content into the classroom. It rather rests on three interrelated components: developing a critical understanding of power relationships, moving toward a critical consciousness, and taking action at individual and organizational levels.</p><p><strong>Conclusions: </strong>This review sheds light on knowledge, attitudes and skills that educators must deploy to adopt an anti-racist approach competently. This approach is a learned, intentional, and strategic effort in which health professions educators incorporate anti-racism into their teaching and apply anti-racist values to their various spheres of influence. This ongoing process strives for institutional and structural changes and requires whole-system actions.</p>","PeriodicalId":14029,"journal":{"name":"International Journal of Medical Education","volume":"14 ","pages":"131-136"},"PeriodicalIF":3.1,"publicationDate":"2023-09-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10693961/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10284950","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Sandra D. Reid, Bidyadhar Sa, Stanley Giddings, Reisha Rafeek, Shala Singh, Patrick Harnarayan, Niall Farnon
The pandemic forced final year clinical students in six health-profession programs in a Caribbean University to suddenly transition from a clinical learning environment to an exclusively online environment for clinical instruction. The change in curriculum delivery allowed students to compare teaching of clinical skills using clinical and online learning environments. In June 2020, 278 students (78% response rate) completed a survey rating the online teaching experience. Students from each discipline also participated in a focus group discussion. Of the sample, 88% of students felt that the online environment was enthusiastic and stimulating but did not view it as satisfactory for skills transfer; 77% felt connected with their teachers but deprived of the social connectedness, peer support, and vicarious learning afforded by face-to-face instruction. Clinical students perceived the online environment as a convenient and beneficial platform to deliver didactic components of the clinical curriculum, thus providing downtime for students and ensuring equitable exposure of all students to all teachers. In the post-pandemic era, medical teachers should make the effort to maintain and refine online approaches, not just for use in times of emergency, but for integration into curriculum delivery strategies to improve the clinical learning environment and student satisfaction, while maintaining the hands-on method of clinical instruction.
{"title":"What the COVID-19 Pandemic Taught Medical Educators in the Caribbean about Online Clinical Teaching","authors":"Sandra D. Reid, Bidyadhar Sa, Stanley Giddings, Reisha Rafeek, Shala Singh, Patrick Harnarayan, Niall Farnon","doi":"10.3390/ime2030021","DOIUrl":"https://doi.org/10.3390/ime2030021","url":null,"abstract":"The pandemic forced final year clinical students in six health-profession programs in a Caribbean University to suddenly transition from a clinical learning environment to an exclusively online environment for clinical instruction. The change in curriculum delivery allowed students to compare teaching of clinical skills using clinical and online learning environments. In June 2020, 278 students (78% response rate) completed a survey rating the online teaching experience. Students from each discipline also participated in a focus group discussion. Of the sample, 88% of students felt that the online environment was enthusiastic and stimulating but did not view it as satisfactory for skills transfer; 77% felt connected with their teachers but deprived of the social connectedness, peer support, and vicarious learning afforded by face-to-face instruction. Clinical students perceived the online environment as a convenient and beneficial platform to deliver didactic components of the clinical curriculum, thus providing downtime for students and ensuring equitable exposure of all students to all teachers. In the post-pandemic era, medical teachers should make the effort to maintain and refine online approaches, not just for use in times of emergency, but for integration into curriculum delivery strategies to improve the clinical learning environment and student satisfaction, while maintaining the hands-on method of clinical instruction.","PeriodicalId":14029,"journal":{"name":"International Journal of Medical Education","volume":"64 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135740450","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Objectives: To measure intra-standard-setter variability and assess the variations between the pass marks obtained from Angoff ratings, guided by the latent trait theory as the theoretical model.
Methods: A non-experimental cross-sectional study was conducted to achieve the purpose of the study. Two knowledge-based tests were administered to 358 final-year medical students (223 females and 135 males) as part of their normal summative programme of assessments. The results of judgmental standard-setting using the Angoff method, which is widely used in medical schools, were used to determine intra-standard-setter inconsistency using the three-parameter item response theory (IRT). Permission for this study was granted by the local Research Ethics Committee of the University of Nottingham. To ensure anonymity and confidentiality, all identifiers at the student level were removed before the data were analysed.
Results: The results of this study confirm that the three-parameter IRT can be used to analyse the results of individual judgmental standard setters. Overall, standard-setters behaved fairly consistently in both tests. The mean Angoff ratings and conditional probability were strongly positively correlated, which is a matter of inter-standard-setter validity.
Conclusions: We recommend that assessment providers adopt the methodology used in this study to help determine inter and intra-judgmental inconsistencies across standard setters to minimise the number of false positive and false negative decisions.
{"title":"Determining intra-standard-setter inconsistency in the Angoff method using the three-parameter item response theory.","authors":"Mohsen Tavakol, David O'Brien, Claire Stewart","doi":"10.5116/ijme.64ed.e296","DOIUrl":"10.5116/ijme.64ed.e296","url":null,"abstract":"<p><strong>Objectives: </strong>To measure intra-standard-setter variability and assess the variations between the pass marks obtained from Angoff ratings, guided by the latent trait theory as the theoretical model.</p><p><strong>Methods: </strong>A non-experimental cross-sectional study was conducted to achieve the purpose of the study. Two knowledge-based tests were administered to 358 final-year medical students (223 females and 135 males) as part of their normal summative programme of assessments. The results of judgmental standard-setting using the Angoff method, which is widely used in medical schools, were used to determine intra-standard-setter inconsistency using the three-parameter item response theory (IRT). Permission for this study was granted by the local Research Ethics Committee of the University of Nottingham. To ensure anonymity and confidentiality, all identifiers at the student level were removed before the data were analysed.</p><p><strong>Results: </strong>The results of this study confirm that the three-parameter IRT can be used to analyse the results of individual judgmental standard setters. Overall, standard-setters behaved fairly consistently in both tests. The mean Angoff ratings and conditional probability were strongly positively correlated, which is a matter of inter-standard-setter validity.</p><p><strong>Conclusions: </strong>We recommend that assessment providers adopt the methodology used in this study to help determine inter and intra-judgmental inconsistencies across standard setters to minimise the number of false positive and false negative decisions.</p>","PeriodicalId":14029,"journal":{"name":"International Journal of Medical Education","volume":"14 ","pages":"123-130"},"PeriodicalIF":3.1,"publicationDate":"2023-09-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10693949/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10198271","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Rahul Pandit, Merel C. S. Poleij, Mirjam A. F. M. Gerrits
Background: Pharmacology and pharmacotherapy (P&PT) is a foundational subject within the medical curriculum, preparing students for safe prescribing. The characteristics of students entering medical school change with time, and novel insights on teaching and learning also become available. A periodic review of the curriculum is required to investigate whether the current P&PT teaching optimally supports learning. Methods: To investigate this, the students’ perceptions of their knowledge and competence in various P&PT topics were studied. A total of 152 third-year bachelor’s students were invited to answer a 40-point online questionnaire. Results: The response rate for completing the questionnaire was 32% (N = 49). Students valued P&PT teaching, did not skip P&PT topics and desired more P&PT classes. Interestingly, students were hesitant to use recommended literature and textbooks to prepare themselves for classes. Concerning perceptions of knowledge and competence, students rated lower confidence in prescription writing skills and knowledge of drugs acting on the central nervous system. Conclusions: Although there are many positive elements within the current curriculum, the incorporation of teaching methodologies to ensure active student engagement is warranted. These modifications are essential to properly training the current generation of medical students for their role as future prescribers. A relatively low response rate and overestimation of one’s competencies remain potential biases in the study.
{"title":"Student Perception of Knowledge and Skills in Pharmacology and Pharmacotherapy in a Bachelor’s Medical Curriculum","authors":"Rahul Pandit, Merel C. S. Poleij, Mirjam A. F. M. Gerrits","doi":"10.3390/ime2030020","DOIUrl":"https://doi.org/10.3390/ime2030020","url":null,"abstract":"Background: Pharmacology and pharmacotherapy (P&PT) is a foundational subject within the medical curriculum, preparing students for safe prescribing. The characteristics of students entering medical school change with time, and novel insights on teaching and learning also become available. A periodic review of the curriculum is required to investigate whether the current P&PT teaching optimally supports learning. Methods: To investigate this, the students’ perceptions of their knowledge and competence in various P&PT topics were studied. A total of 152 third-year bachelor’s students were invited to answer a 40-point online questionnaire. Results: The response rate for completing the questionnaire was 32% (N = 49). Students valued P&PT teaching, did not skip P&PT topics and desired more P&PT classes. Interestingly, students were hesitant to use recommended literature and textbooks to prepare themselves for classes. Concerning perceptions of knowledge and competence, students rated lower confidence in prescription writing skills and knowledge of drugs acting on the central nervous system. Conclusions: Although there are many positive elements within the current curriculum, the incorporation of teaching methodologies to ensure active student engagement is warranted. These modifications are essential to properly training the current generation of medical students for their role as future prescribers. A relatively low response rate and overestimation of one’s competencies remain potential biases in the study.","PeriodicalId":14029,"journal":{"name":"International Journal of Medical Education","volume":"29 1","pages":""},"PeriodicalIF":3.1,"publicationDate":"2023-09-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78144690","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Daniel Poremski, Kay Wee Kwang, Felix Rene Zhi Yuan Lim, Yiqing Yan, Giles Ming-Yee Tan, Kang Sim
Objectives: The current study sought to explain how different professional experiences led Singaporean psychiatrists to alter their clinical reasoning processes as their careers evolved from psychiatry residents to senior consultant psychiatrists.
Methods: The current qualitative study interviewed 26 clinicians at various stages of their psychiatric career, spanning residents to senior psychiatrists. The authors used a constructivist grounded theory approach to structure the collection and analysis of data. Analyses produced a dense theoretical explanation rooted in the experiences of participants.
Results: Several differences emerged between the way psychiatry residents and senior psychiatrists explained their reasoning process and the experiences on which they based their preference. Residents preferred using deductive logic-driven frameworks that were diagnosis-centric, because of the pressures they experienced during their training and assessments. Senior psychiatrists emphasized a more holistic and problem-centric approach. Participants attributed the changes that occurred over time to practical experiences, such as their greater clinical responsibility and independence, and individual experiences, such as growing sensitivity to the clinical reasoning process or their growing propensity for professional reflectiveness. These changes manifest as an increase in repertoire and flexibility in deployment of different clinical reasoning strategies.
Conclusions: It is important for trainees to be aware of the deductive and inductive modes of clinical reasoning during supervision and to be comfortable with shifting clinical focus from diagnoses to specific individual problems. Training programs should provide and plan adequate longitudinal clinical exposure to develop clinical reasoning abilities in a way that allows consequences of decisions to be explored. Continued faculty development to ease the diversification of clinical reasoning skills should be encouraged, as should reflectivity in the learners during clinical supervision.
{"title":"The development of clinical reasoning throughout the training and career of psychiatrists in Singapore.","authors":"Daniel Poremski, Kay Wee Kwang, Felix Rene Zhi Yuan Lim, Yiqing Yan, Giles Ming-Yee Tan, Kang Sim","doi":"10.5116/ijme.64d9.e64b","DOIUrl":"10.5116/ijme.64d9.e64b","url":null,"abstract":"<p><strong>Objectives: </strong>The current study sought to explain how different professional experiences led Singaporean psychiatrists to alter their clinical reasoning processes as their careers evolved from psychiatry residents to senior consultant psychiatrists.</p><p><strong>Methods: </strong>The current qualitative study interviewed 26 clinicians at various stages of their psychiatric career, spanning residents to senior psychiatrists. The authors used a constructivist grounded theory approach to structure the collection and analysis of data. Analyses produced a dense theoretical explanation rooted in the experiences of participants.</p><p><strong>Results: </strong>Several differences emerged between the way psychiatry residents and senior psychiatrists explained their reasoning process and the experiences on which they based their preference. Residents preferred using deductive logic-driven frameworks that were diagnosis-centric, because of the pressures they experienced during their training and assessments. Senior psychiatrists emphasized a more holistic and problem-centric approach. Participants attributed the changes that occurred over time to practical experiences, such as their greater clinical responsibility and independence, and individual experiences, such as growing sensitivity to the clinical reasoning process or their growing propensity for professional reflectiveness. These changes manifest as an increase in repertoire and flexibility in deployment of different clinical reasoning strategies.</p><p><strong>Conclusions: </strong>It is important for trainees to be aware of the deductive and inductive modes of clinical reasoning during supervision and to be comfortable with shifting clinical focus from diagnoses to specific individual problems. Training programs should provide and plan adequate longitudinal clinical exposure to develop clinical reasoning abilities in a way that allows consequences of decisions to be explored. Continued faculty development to ease the diversification of clinical reasoning skills should be encouraged, as should reflectivity in the learners during clinical supervision.</p>","PeriodicalId":14029,"journal":{"name":"International Journal of Medical Education","volume":"14 ","pages":"108-116"},"PeriodicalIF":3.1,"publicationDate":"2023-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10693957/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10144424","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Artificial intelligence-powered generative language models (GLMs), such as ChatGPT, Perplexity AI, and Google Bard, have the potential to provide personalized learning, unlimited practice opportunities, and interactive engagement 24/7, with immediate feedback. However, to fully utilize GLMs, properly formulated instructions are essential. Prompt engineering is a systematic approach to effectively communicating with GLMs to achieve the desired results. Well-crafted prompts yield good responses from the GLM, while poorly constructed prompts will lead to unsatisfactory responses. Besides the challenges of prompt engineering, significant concerns are associated with using GLMs in medical education, including ensuring accuracy, mitigating bias, maintaining privacy, and avoiding excessive reliance on technology. Future directions involve developing more sophisticated prompt engineering techniques, integrating GLMs with other technologies, creating personalized learning pathways, and researching the effectiveness of GLMs in medical education.
{"title":"Prompt Engineering in Medical Education","authors":"Thomas F. Heston, Charya Khun","doi":"10.3390/ime2030019","DOIUrl":"https://doi.org/10.3390/ime2030019","url":null,"abstract":"Artificial intelligence-powered generative language models (GLMs), such as ChatGPT, Perplexity AI, and Google Bard, have the potential to provide personalized learning, unlimited practice opportunities, and interactive engagement 24/7, with immediate feedback. However, to fully utilize GLMs, properly formulated instructions are essential. Prompt engineering is a systematic approach to effectively communicating with GLMs to achieve the desired results. Well-crafted prompts yield good responses from the GLM, while poorly constructed prompts will lead to unsatisfactory responses. Besides the challenges of prompt engineering, significant concerns are associated with using GLMs in medical education, including ensuring accuracy, mitigating bias, maintaining privacy, and avoiding excessive reliance on technology. Future directions involve developing more sophisticated prompt engineering techniques, integrating GLMs with other technologies, creating personalized learning pathways, and researching the effectiveness of GLMs in medical education.","PeriodicalId":14029,"journal":{"name":"International Journal of Medical Education","volume":"18 1","pages":""},"PeriodicalIF":3.1,"publicationDate":"2023-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82663675","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Objectives: This study explores a method of transferring a post graduate medical education curriculum internationally and contextualising it to the local environment. This paper also explores the experiences of those local medical educationalists involved in the process.
Methods: Several methods were implemented. Firstly, a modified Delphi process for the contextualisation of learning outcomes was implemented with a purposefully sampled expert group of Malaysian Family Medicine Specialists. Secondly a small group review for supporting materials was undertaken. Finally, qualitative data in relation to the family medicine specialists' experiences of the processes was collected via online questionnaire and analysed via template analysis. Descriptive statistics were used.
Results: Learning outcomes were reviewed over three rounds; 95.9% (1691/1763) of the learning outcomes were accepted without modification, with the remainder requiring additions, modifications, or deletions. Supporting materials were extensively altered by the expert group. Template analysis showed that Family Medicine Specialists related positively to their involvement in the process, commenting on the amount of similarity in the medical curriculum whilst recognising differences in disease profiles and cultural approaches.
Conclusions: Learning outcomes and associated material were transferable between "home" and "host" institution. Where differences were discovered this novel approach places "host" practitioners' experiences and knowledge central to the adaptation process, thereby rendering a fit for purpose curriculum. Host satisfaction with the outcome of the processes, as well as ancillary benefits were clearly identified.
{"title":"Cross-border contextualisation of family medicine curriculum: an examination of the process.","authors":"Brian McEllistrem, Molly Owens, David L Whitford","doi":"10.5116/ijme.64e3.740e","DOIUrl":"10.5116/ijme.64e3.740e","url":null,"abstract":"<p><strong>Objectives: </strong>This study explores a method of transferring a post graduate medical education curriculum internationally and contextualising it to the local environment. This paper also explores the experiences of those local medical educationalists involved in the process.</p><p><strong>Methods: </strong>Several methods were implemented. Firstly, a modified Delphi process for the contextualisation of learning outcomes was implemented with a purposefully sampled expert group of Malaysian Family Medicine Specialists. Secondly a small group review for supporting materials was undertaken. Finally, qualitative data in relation to the family medicine specialists' experiences of the processes was collected via online questionnaire and analysed via template analysis. Descriptive statistics were used.</p><p><strong>Results: </strong>Learning outcomes were reviewed over three rounds; 95.9% (1691/1763) of the learning outcomes were accepted without modification, with the remainder requiring additions, modifications, or deletions. Supporting materials were extensively altered by the expert group. Template analysis showed that Family Medicine Specialists related positively to their involvement in the process, commenting on the amount of similarity in the medical curriculum whilst recognising differences in disease profiles and cultural approaches.</p><p><strong>Conclusions: </strong>Learning outcomes and associated material were transferable between \"home\" and \"host\" institution. Where differences were discovered this novel approach places \"host\" practitioners' experiences and knowledge central to the adaptation process, thereby rendering a fit for purpose curriculum. Host satisfaction with the outcome of the processes, as well as ancillary benefits were clearly identified.</p>","PeriodicalId":14029,"journal":{"name":"International Journal of Medical Education","volume":"14 ","pages":"117-122"},"PeriodicalIF":3.1,"publicationDate":"2023-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10693960/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10148843","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}