1
|
Lungeanu D, Petrica A, Lupusoru R, Marza AM, Mederle OA, Timar B. Beyond the Digital Competencies of Medical Students: Concerns over Integrating Data Science Basics into the Medical Curriculum. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:15958. [PMID: 36498065 PMCID: PMC9739359 DOI: 10.3390/ijerph192315958] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/25/2022] [Revised: 11/26/2022] [Accepted: 11/27/2022] [Indexed: 06/17/2023]
Abstract
Introduction. Data science is becoming increasingly prominent in the medical profession, in the face of the COVID-19 pandemic, presenting additional challenges and opportunities for medical education. We retrospectively appraised the existing biomedical informatics (BMI) and biostatistics courses taught to students enrolled in a six-year medical program. Methods. An anonymous cross-sectional survey was conducted among 121 students in their fourth year, with regard to the courses they previously attended, in contrast with the ongoing emergency medicine (EM) course during the first semester of the academic year 2020−2021, when all activities went online. The questionnaire included opinion items about courses and self-assessed knowledge, and questions probing into the respondents’ familiarity with the basics of data science. Results. Appreciation of the EM course was high, with a median (IQR) score of 9 (7−10) on a scale from 1 to 10. The overall scores for the BMI and biostatistics were 7 (5−9) and 8 (5−9), respectively. These latter scores were strongly correlated (Spearman correlation coefficient R = 0.869, p < 0.001). We found no correlation between measured and self-assessed knowledge of data science (R = 0.107, p = 0.246), but the latter was fairly and significantly correlated with the perceived usefulness of the courses. Conclusions. The keystone of this different perception of EM versus data science was the courses’ apparent value to the medical profession. The following conclusions could be drawn: (a) objective assessments of residual knowledge of the basics of data science do not necessarily correlate with the students’ subjective appraisal and opinion of the field or courses; (b) medical students need to see the explicit connection between interdisciplinary or complementary courses and the medical profession; and (c) courses on information technology and data science would better suit a distributed approach across the medical curriculum.
Collapse
Affiliation(s)
- Diana Lungeanu
- Center for Modeling Biological Systems and Data Analysis, “Victor Babes” University of Medicine and Pharmacy, 300041 Timisoara, Romania
- Department of Functional Sciences, Faculty of Medicine, “Victor Babes” University of Medicine and Pharmacy, 300041 Timisoara, Romania
| | - Alina Petrica
- Department of Surgery, Faculty of Medicine, “Victor Babes” University of Medicine and Pharmacy, 300041 Timisoara, Romania
- “Pius Brinzeu” Emergency County Clinical Hospital, 300723 Timisoara, Romania
| | - Raluca Lupusoru
- Center for Modeling Biological Systems and Data Analysis, “Victor Babes” University of Medicine and Pharmacy, 300041 Timisoara, Romania
- Department of Functional Sciences, Faculty of Medicine, “Victor Babes” University of Medicine and Pharmacy, 300041 Timisoara, Romania
- “Pius Brinzeu” Emergency County Clinical Hospital, 300723 Timisoara, Romania
| | - Adina Maria Marza
- Department of Surgery, Faculty of Medicine, “Victor Babes” University of Medicine and Pharmacy, 300041 Timisoara, Romania
- Multidisciplinary Center for Research, Evaluation, Diagnosis and Therapies in Oral Medicine, “Victor Babes” University of Medicine and Pharmacy, 300041 Timisoara, Romania
- Emergency Municipal Clinical Hospital, 300079 Timisoara, Romania
| | - Ovidiu Alexandru Mederle
- Department of Surgery, Faculty of Medicine, “Victor Babes” University of Medicine and Pharmacy, 300041 Timisoara, Romania
- Multidisciplinary Center for Research, Evaluation, Diagnosis and Therapies in Oral Medicine, “Victor Babes” University of Medicine and Pharmacy, 300041 Timisoara, Romania
- Emergency Municipal Clinical Hospital, 300079 Timisoara, Romania
| | - Bogdan Timar
- “Pius Brinzeu” Emergency County Clinical Hospital, 300723 Timisoara, Romania
- Center for Molecular Research in Nephrology and Vascular Disease, “Victor Babes” University of Medicine and Pharmacy, 300041 Timisoara, Romania
- Second Department of Internal Medicine, Faculty of Medicine, “Victor Babes” University of Medicine and Pharmacy, 300041 Timisoara, Romania
| |
Collapse
|
2
|
Dwyer M, Prior SJ, Van Dam PJ, O’Brien L, Griffin P. Development and Evaluation of a Massive Open Online Course on Healthcare Redesign: A Novel Method for Engaging Healthcare Workers in Quality Improvement. NURSING REPORTS 2022; 12:850-860. [PMID: 36412801 PMCID: PMC9680403 DOI: 10.3390/nursrep12040082] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2022] [Revised: 10/29/2022] [Accepted: 11/07/2022] [Indexed: 11/16/2022] Open
Abstract
Healthcare workers are under increasing pressure to use limited resources more efficiently and improve patient outcomes. Healthcare redesign, a quality improvement methodology derived from the automotive industry, is a proven means of achieving these goals. Continuing Professional Development (CPD) opportunities for nurses seeking to build their capacity for healthcare redesign often come in the form of university courses, which can be costly and prohibitively time-consuming. We developed a Massive Open Online Course (MOOC) with a view to increasing the number of healthcare workers undertaking CPD in healthcare redesign and subsequently using these principles in their workplaces. The aim of the current study is to describe the development of our MOOC and its initial feedback from users. Materials and Methods: The theoretical and practical components of an existing postgraduate award course unit were made fit for purpose by being arranged into six weekly modules, before being transposed to an established learning management platform for MOOCs. Related quizzes, videos and interactive activities were then developed and included in each of these modules. Peer review of this content was completed by subject matter and teaching and learning experts prior to the MOOC being launched. Results: After running for nine months, 578 participants had enrolled in the MOOC, of whom 118 (20%) had followed through to completion. Participants were overwhelmingly from Australia (89%) and identified as female (78%). Preliminary feedback obtained from participants was positive, with 81% of respondents agreeing that they were satisfied with their experience, and 82% intending to apply their knowledge in practice. Conclusions: The MOOC has addressed a learning need by providing a brief and free form of education; learning from its development will help others seeking similar educational solutions. Initial feedback suggests the MOOC has been well-received and is likely to be translated into practice.
Collapse
Affiliation(s)
- Mitchell Dwyer
- Tasmanian School of Medicine, University of Tasmania, Hobart, TAS 7000, Australia
- Correspondence:
| | - Sarah J. Prior
- Tasmanian School of Medicine, Rural Clinical School, University of Tasmania, Burnie, TAS 7320, Australia
| | - Pieter Jan Van Dam
- School of Nursing, Cradle Coast Campus, University of Tasmania, Burnie, TAS 7320, Australia
| | - Lauri O’Brien
- Tasmanian School of Medicine, University of Tasmania, Hobart, TAS 7000, Australia
| | - Phoebe Griffin
- Tasmanian School of Medicine, University of Tasmania, Launceston, TAS 7000, Australia
| |
Collapse
|
3
|
Prior SJ, Griffin P, O’Brien L, Van Dam PJ. Delivering a work-integrated learning postgraduate course during COVID-19: Experiences, challenges and strategies. JOURNAL OF MEDICAL EDUCATION AND CURRICULAR DEVELOPMENT 2020; 7:2382120520965253. [PMID: 33123626 PMCID: PMC7565244 DOI: 10.1177/2382120520965253] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/30/2020] [Accepted: 09/11/2020] [Indexed: 06/11/2023]
Abstract
COVID-19 has had a significant impact on teaching and learning in postgraduate education. In particular, work integrated learning, in health care settings, has been disrupted in many ways negatively impacting student learning. Our Clinical Redesign courses are designed to deliver work-integrated learning in partnership with healthcare organisations to deliver workplace projects in real time, which has been complicated by COVID-19. This reflection examines the challenges that arose in the healthcare redesign teaching and learning space during the COVID-19 pandemic. We explore the experiences of our work-integrated learning students using Johns' reflection model.1 Our students faced disruption to their education, workplaces and personal lives, and the experiences of our teaching team whose teaching philosophies were challenged. In response to the ongoing challenges, we developed strategies for supporting our students including the development of virtual projects for students who no longer had access to their workplaces or project appropriate resources.
Collapse
Affiliation(s)
- Sarah J Prior
- Sarah J Prior, Tasmanian School of Medicine, College of Health and Medicine, University of Tasmania, Cradle Coast Campus, 16-20 Mooreville Road, Burnie, Tasmania 7320 Australia.
| | | | | | | |
Collapse
|