1
|
Cheng BL, Duminie SP, Mitei M, Pickhardt PJ, Kanne JP, Parker RK, Hartung MP. CT without borders: Comparison of diagnoses for abdominal pain from a teaching hospital in rural Kenya and a US academic medical center. Abdom Radiol (NY) 2023; 48:2196-2205. [PMID: 36941388 PMCID: PMC10027257 DOI: 10.1007/s00261-023-03869-2] [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: 01/09/2023] [Revised: 02/18/2023] [Accepted: 02/21/2023] [Indexed: 03/23/2023]
Abstract
PURPOSE Radiology global health opportunities are expanding as more hospitals in low- and middle-income countries utilize CT. This creates opportunities for global health program building, education, service, and research. This study determines the diagnostic yield and variety of abdominopelvic CT diagnoses for abdominal pain in a US academic medical center (UW) compared to a rural Kenyan teaching hospital (Tenwek). METHODS A retrospective, cross-sectional sequential sample of 750 adults from both hospitals who underwent abdominopelvic CT for abdominal pain from February 2019 through July 2020 was obtained. Exclusion criteria were trauma, cancer staging, and recent hospitalization or surgery. Patient age, sex, comparison studies, use of contrast, known cancer diagnosis, and CT diagnoses were compared. Negative exam rate, acute abdomen diagnosis, and new cancer diagnosis were recorded. Statistical analysis was performed using R. RESULTS 750 UW patients met inclusion criteria (mean age 53.3 ± 20 years; 442 women) and 750 Tenwek patients met inclusion criteria (mean age 52.5 ± 18 years; 394 women). 72% of UW patients had comparison imaging compared to 6% of Tenwek patients. 11% (83/750) of UW patients had a known cancer diagnosis compared to 1% (10/750) of Tenwek patients. 39% of UW patients had a negative exam compared to 23% of Tenwek patients (p < 0.001). 58% of UW patients had an acute abdomen diagnosis compared to 38% of Tenwek patients (p < 0.001). 10 of the 15 top acute abdomen diagnoses were shared, but in different order of frequency. Diagnoses unique to UW were diverticulitis, constipation, stercoral colitis, and epiploic appendagitis. Diagnoses unique to Tenwek were tuberculosis and hydatidosis. 3% of UW patients received a new cancer diagnosis (7/19 metastatic), compared to 40% of Tenwek patients (153/303 metastatic) (p < 0.001). CONCLUSION For adults undergoing CT for abdominal pain, there are differences in the prevalence of abdominal pain diagnoses, new cancer diagnosis, and negative exam rate between the rural Kenyan teaching hospital and the US academic medical center.
Collapse
Affiliation(s)
- Bryan L Cheng
- University of California, Los Angeles (UCLA), Los Angeles, CA, USA
| | - Sean P Duminie
- University of Wisconsin-Madison School of Medicine and Public Health, Madison, WI, USA
| | - Mercy Mitei
- Department of Surgery, Tenwek Hospital, Bomet, Kenya
| | - Perry J Pickhardt
- Department of Radiology, University of Wisconsin-Madison School of Medicine and Public Health, 600 Highland Ave, E3/311 CSC, Madison, WI, 53792-3252, USA
| | - Jeffrey P Kanne
- Department of Radiology, University of Wisconsin-Madison School of Medicine and Public Health, 600 Highland Ave, E3/311 CSC, Madison, WI, 53792-3252, USA
| | | | - Michael P Hartung
- Department of Radiology, University of Wisconsin-Madison School of Medicine and Public Health, 600 Highland Ave, E3/311 CSC, Madison, WI, 53792-3252, USA.
| |
Collapse
|
2
|
GO-ing for Gold: Global Perspectives on Creating a Gold Standard for Global Ophthalmology (GO) Education. Int Ophthalmol Clin 2023; 63:5-13. [PMID: 36598829 DOI: 10.1097/iio.0000000000000446] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
|
3
|
Schettino G, Capone V. Learning Design Strategies in MOOCs for Physicians' Training: A Scoping Review. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:14247. [PMID: 36361125 PMCID: PMC9657716 DOI: 10.3390/ijerph192114247] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/05/2022] [Revised: 10/25/2022] [Accepted: 10/27/2022] [Indexed: 05/28/2023]
Abstract
In recent years, there has been an increased implementation of massive open online courses (MOOCs). This teaching model plays a pivotal role in online education because it can provide high-quality learning resources to numerous students with great feasibility, shaping training courses according to their different learning requirements. Although the widespread adoption of MOOCs in medical education has led to numerous benefits for undergraduate and graduate doctors, their role remains unclear, suggesting the need to analyze the key factors of such a learning method in this field. To achieve this aim, a scoping review, in line with the PRISMA method for qualitative synthesis, was performed by considering studies published from 2016 to 2021, written in English, and including the physician population. Through this literature analysis, the following main areas of interest came to light: (1) pedagogical approaches, (2) MOOC structure-related variables, (3) participant-related variables, and (4) MOOCs vs. traditional courses. The review provides valuable evidence on factors underlying MOOCs effectiveness, which might be helpful for academic and healthcare organizations in designing effective training courses for physicians.
Collapse
Affiliation(s)
- Giovanni Schettino
- Department of Humanities, University of Naples Federico II, 80133 Naples, Italy
| | | |
Collapse
|
4
|
Umphrey L, Lenhard N, Lam SK, Hayward NE, Hecht S, Agrawal P, Chambliss A, Evert J, Haq H, Lauden SM, Paasi G, Schleicher M, McHenry MS. Virtual global health in graduate medical education: a systematic review. INTERNATIONAL JOURNAL OF MEDICAL EDUCATION 2022; 13:230-248. [PMID: 36057978 PMCID: PMC9911141 DOI: 10.5116/ijme.62eb.94fa] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/12/2022] [Accepted: 08/04/2022] [Indexed: 06/15/2023]
Abstract
OBJECTIVES To synthesize recent virtual global health education activities for graduate medical trainees, document gaps in the literature, suggest future study, and inform best practice recommendations for global health educators. METHODS We systematically reviewed articles published on virtual global health education activities from 2012-2021 by searching MEDLINE, EMBASE, Cochrane Library, ERIC, Scopus, Web of Science, and ProQuest Dissertations & Theses A&I. We performed bibliography review and search of conference and organization websites. We included articles about primarily virtual activities targeting for health professional trainees. We collected and qualitatively analyzed descriptive data about activity type, evaluation, audience, and drivers or barriers. Heterogeneity of included articles did not lend to formal quality evaluation. RESULTS Forty articles describing 69 virtual activities met inclusion criteria. 55% of countries hosting activities were high-income countries. Most activities targeted students (57%), with the majority (53%) targeting trainees in both low- to middle- and high-income settings. Common activity drivers were course content, organization, peer interactions, and online flexibility. Common challenges included student engagement, technology, the internet, time zones, and scheduling. Articles reported unanticipated benefits of activities, including wide reach; real-world impact; improved partnerships; and identification of global health practice gaps. CONCLUSIONS This is the first review to synthesize virtual global health education activities for graduate medical trainees. Our review identified important drivers and challenges to these activities, the need for future study on activity preferences, and considerations for learners and educators in low- to middle-income countries. These findings may guide global health educators in their planning and implementation of virtual activities.
Collapse
Affiliation(s)
- Lisa Umphrey
- Department of Pediatrics, University of Colorado School of Medicine, Aurora, Colorado, USA
| | - Nora Lenhard
- Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | - Suet Kam Lam
- Cleveland Clinic Lerner College of Medicine, Case Western Reserve University School of Medicine, Cleveland, OH, USA
| | | | - Shaina Hecht
- Department of Pediatrics, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Priya Agrawal
- Mid-Atlantic Permanente Medical Group, Washington, DC, USA
| | - Amy Chambliss
- Department of Pediatrics, University of Colorado School of Medicine, Aurora, Colorado, USA
| | - Jessica Evert
- Child Family Health International, El Cerrito, California, USA
| | - Heather Haq
- Department of Pediatrics, Baylor College of Medicine, Texas, USA
| | - Stephanie M. Lauden
- Nationwide Children's Hospital, The Ohio State University, Columbus, OH, USA
| | - George Paasi
- Mbale Clinical Research Institute, Mbale, Uganda
| | - Mary Schleicher
- Cleveland Clinic Floyd D. Loop Alumni Library, Cleveland, OH, USA
| | | |
Collapse
|
5
|
Nieder J, Nayna Schwerdtle P, Sauerborn R, Barteit S. Massive Open Online Courses for Health Worker Education in Low- and Middle-Income Countries: A Scoping Review. Front Public Health 2022; 10:891987. [PMID: 35903395 PMCID: PMC9315291 DOI: 10.3389/fpubh.2022.891987] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2022] [Accepted: 06/01/2022] [Indexed: 12/02/2022] Open
Abstract
Background Massive Open Online Courses (MOOCs) have the potential to improve access to quality education for health care workers (HCWs) globally. Although studies have reported on the use of MOOCs in low- and middle-income countries (LMICs), our understanding of the scope of their utilization or access barriers and facilitators for this cohort is limited. We conducted a scoping review to map published peer-reviewed literature on MOOCs for HCW education in LMICs. We systematically searched four academic databases (Scopus, Web of Science, PubMed, ERIC) and Google Scholar, and undertook a two-stage screening process. The analysis included studies that reported on MOOCs relevant to HCWs' education accessed by HCWs based in LMICs. Results The search identified 1,317 studies with 39 studies included in the analysis, representing 40 MOOCs accessed in over 90 LMICs. We found that MOOCs covered a wide range of HCWs' including nurses, midwives, physicians, dentists, psychologists, and other workers from the broader health care sector, mainly at a post-graduate level. Dominant topics covered by the MOOCs included infectious diseases and epidemic response, treatment and prevention of non-communicable diseases, communication techniques and patient interaction, as well as research practice. Time contribution and internet connection were recognized barriers to MOOC completion, whilst deadlines, email reminders, graphical design of the MOOC, and blended learning modes facilitated uptake and completion. MOOCs were predominantly taught in English (20%), French (12.5%), Spanish (7.5%) and Portuguese (7.5%). Overall, evaluation outcomes were positive and focused on completion rate, learner gain, and student satisfaction. Conclusion We conclude that MOOCs can be an adequate tool to support HCWs' education in LMICs and may be particularly suited for supporting knowledge and understanding. Heterogeneous reporting of MOOC characteristics and lack of cohort-specific reporting limits our ability to evaluate MOOCs at a broader scale; we make suggestions on how standardized reporting may offset this problem. Further research should focus on the impact of learning through MOOCs, as well as on the work of HCWs and the apparent lack of courses covering the key causes of diseases in LMICs. This will result in increased understanding of the extent to which MOOCs can be utilized in this context.
Collapse
Affiliation(s)
- Jessica Nieder
- Heidelberg Institute of Global Health (HIGH), Faculty of Medicine and University Hospital, Heidelberg University, Heidelberg, Germany
| | - Patricia Nayna Schwerdtle
- Heidelberg Institute of Global Health (HIGH), Faculty of Medicine and University Hospital, Heidelberg University, Heidelberg, Germany
- Nursing and Midwifery, Faculty of Medicine, Nursing and Health Science, Monash University, Clayton, VIC, Australia
| | - Rainer Sauerborn
- Heidelberg Institute of Global Health (HIGH), Faculty of Medicine and University Hospital, Heidelberg University, Heidelberg, Germany
| | - Sandra Barteit
- Heidelberg Institute of Global Health (HIGH), Faculty of Medicine and University Hospital, Heidelberg University, Heidelberg, Germany
| |
Collapse
|
6
|
Literature Review on MOOCs on Sensory (Olfactory) Learning. COMPUTERS 2022. [DOI: 10.3390/computers11030032] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
Massive Open Online Courses (MOOCs) have been described as a “next development of networked learning”, and they have the potential to mediate sensory learning. To understand this phenomenon, the present systematic review examines the research techniques, subjects, and trends of MOOC research on sensory learning, in order to provide a thorough understanding of the MOOC relevant to sensory (olfactory) learning phenomena by evaluating 65 (four studies are about multisensorial learning and 61 are about multisensorial empirical MOOCs researches) empirical MOOC studies published between 2008 and 2021 by searching through databases: PubMed, Scopus, Web of Science, and Google Scholar. The results indicated that most studies were based on quantitative research methods followed by mixed research methods and the qualitative research approaches; most of the studies were surveys, followed by platform databases and interviews; almost half of the studies were conducted using at least two methods for data collection: survey and interviews; most were replicated. The most highlighted subjects included student retention, learning experience, social learning, and engagement. Implications and studies into the future have been considered in order to obtain a more evolved understanding of the acquisition of knowledge through the senses.
Collapse
|
7
|
Coria AL, Rabin TL, Rule ARL, Haq H, Hudspeth JC, Ratner L, Walker-Descartes I. Global Health Crisis, Global Health Response: How Global Health Experiences Prepared North American Physicians for the COVID-19 Pandemic. J Gen Intern Med 2022; 37:217-221. [PMID: 34561829 PMCID: PMC8475882 DOI: 10.1007/s11606-021-07120-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/26/2021] [Accepted: 08/25/2021] [Indexed: 11/26/2022]
Abstract
The COVID-19 pandemic plunged hospital systems into resource-deprived conditions unprecedented since the 1918 flu pandemic. It brought forward concerns around ethical management of scarcity, racism and distributive justice, cross-disciplinary collaboration, provider wellness, and other difficult themes. We, a group of medical educators and global health educators and clinicians, use the education literature to argue that experience gained through global health activities has greatly contributed to the effectiveness of the COVID-19 pandemic response in North American institutions. Support for global health educational activities is a valuable component of medical training, as they build skills and perspectives that are critical to responding to a pandemic or other health system cataclysm. We frame our argument as consideration of three questions that required rapid, effective responses in our home institutions during the pandemic: How can our health system function with new limitations on essential resources? How do we work at high intensity and volume, on a new disease, within new and evolving systems, while still providing high-quality, patient-centered care? And, how do we help personnel manage an unprecedented level of morbidity and mortality, disproportionately affecting the poor and marginalized, including moral difficulties of perceived care rationing?
Collapse
Affiliation(s)
- Alexandra L Coria
- Global Health Institute and Division of Pediatric Hospital Medicine, Maimonides Medical Center, Brooklyn, NY, USA. .,State University of New York Downstate College of Medicine, Brooklyn, NY, USA.
| | - Tracy L Rabin
- Office of Global Health & Yale Primary Care Internal Medicine Residency Program, Department of Internal Medicine, Yale School of Medicine, New Haven, CT, USA
| | - Amy R L Rule
- University of Cincinnati College of Medicine, Cincinnati, OH, USA.,Perinatal Institute and Division of Hospital Medicine, Department of Pediatrics, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
| | - Heather Haq
- Baylor College of Medicine International Pediatric AIDS Initiative (BIPAI) at Texas Children's Hospital, Houston, TX, USA.,Department of Pediatrics, Baylor College of Medicine, Houston, TX, USA
| | - James C Hudspeth
- Department of Medicine, Section of General Internal Medicine, Boston University, Boston, MA, USA
| | - Leah Ratner
- Harvard Medical School, Boston, MA, USA.,Division of Respiratory Diseases, Boston Children's Hospital, Boston, MA, USA.,General Internal Medicine and Primary Care, Brigham and Women's Hospital, Boston, MA, USA
| | - Ingrid Walker-Descartes
- State University of New York Downstate College of Medicine, Brooklyn, NY, USA.,Division of Medical Education, Maimonides Children's Hospital, Brooklyn, NY, USA
| |
Collapse
|
8
|
Hayward AS, Lee SS, Douglass K, Jacquet GA, Hudspeth J, Walrath J, Dreifuss BA, Baird J, Tupesis JP. The Impact of Global Health Experiences on the Emergency Medicine Residency Milestones. JOURNAL OF MEDICAL EDUCATION AND CURRICULAR DEVELOPMENT 2022; 9:23821205221083755. [PMID: 35572845 PMCID: PMC9102119 DOI: 10.1177/23821205221083755] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
OBJECTIVES Identify the impact of experiences in global health (GH) on the Accreditation Council for Graduate Medical Education (ACGME) competencies in emergency medicine (EM) residents and describe the individual characteristics of EM residents with global health experience compared to those without. METHODS From 2015 to 2018, 117 residents from 13 nationally accredited United States EM residency training programs were surveyed. Specifically, the survey gathered demographic data and information regarding timing, type, location and duration of short term experiences in global health (STEGH). The survey collected both qualitative and quantitative data regarding resident experiences, including number of procedures performed and self-assessment of the impact on their residency milestones. ACGME milestone data from survey respondents was collected from each resident's training program coordinators. Chi-squared analysis and t-tests were conducted to assess differences between residents with STEGH and those without. A generalized linear model (GLM) was utilized to assess the effects of time and experience with interaction on achieving milestones in each of the competency domains, to compare milestone achievement over time between residents with STEGH and those without. RESULTS Out of 117 EM residents, 60 were female (44%), the mean age was 30 years (standard deviation = 3.1), and 84 (71.8%) reported STEGH in general, including prior to residency (64.5%). 33 (28.2%) reported having completed STEGH during residency. The results of the GLM analysis showed that residents with STEGH during residency had significantly higher scores compared to those without the experience or STEGH pre-residency across all six competencies. CONCLUSIONS STEGH in EM residents was associated with higher milestone achievement in certain ACGME competency domains including medical knowledge, practice-based learning and improvement, and professionalism. Participation in STEGH during residency appeared to show the strongest effect, with higher scores across all six competencies.
Collapse
Affiliation(s)
- Alison Schroth Hayward
- Department of Emergency Medicine, Brown University Warren Alpert School of Medicine, Providence, RI, USA
| | - Sean S Lee
- Department of Emergency Medicine, Brown University Warren Alpert School of Medicine, Providence, RI, USA
| | - Katherine Douglass
- Department of Emergency Medicine, The George Washington University, Washington, DC, USA
| | | | - James Hudspeth
- Department of Emergency Medicine, Boston Medical Center, Boston, MA, USA
| | - Jessica Walrath
- Department of Emergency Medicine, Yale Medical School, New Haven, CT, USA
| | - Bradley A Dreifuss
- Department of Emergency Medicine, University of Arizona Colleges of Medicine and Public Health, Tucson, AZ, USA
| | - Janette Baird
- Department of Emergency Medicine, Brown University Warren Alpert School of Medicine, Providence, RI, USA
| | - Janis P Tupesis
- Department of Emergency Medicine, University of Wisconsin - Madison, Madison, WI, USA
| |
Collapse
|
9
|
Jayaram A, Nunez KC, Flores M, Hill SE, Hong KW, Peck CJ, Rapaport S, Stankey M, Stingl CS, Wariso B, Webb J, Wight C, Fallah PN. Development of an Open-Access Webinar Series on Pathways for Global Surgery Engagement for Applicants to US Residency Programs. J Surg Res 2021; 272:17-25. [PMID: 34922266 DOI: 10.1016/j.jss.2021.10.012] [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: 06/07/2021] [Revised: 09/23/2021] [Accepted: 10/10/2021] [Indexed: 10/19/2022]
Abstract
BACKGROUND Global surgery (GS) training pathways in residency are unclear and vary by specialty and program. Furthermore, information on these pathways is not always accessible. To address this gap, we produced a collection of open-access webinars for senior medical students focused on identifying GS training pathways during residency. METHODS The Global Surgery Student Alliance (GSSA) is a national nonprofit that engages US students and trainees in GS education, research, and advocacy. GSSA organized nine one-hour, specialty-specific webinars featuring residents of surgical specialties, anesthesia, and OBGYN programs. Live webinars were produced via Zoom from August to October 2020, and all recordings were posted to the GSSA YouTube channel. Medical students moderated webinars with predetermined standardized questions and live questions submitted by attendees. Participant data were collected in mandatory registration forms. RESULTS A total of 539 people were registered for 9 webinars. Among registrants, 189 institutions and 36 countries were represented. Registrants reported education/training levels from less than undergraduate education to attending physicians, while medical students represented the majority of registrants. Following the live webinars, YouTube recordings of the events were viewed 839 times. Webinars featuring otolaryngology and general surgery residents accrued the greatest number of registrations, while anesthesia accrued the least. CONCLUSIONS Medical students at all levels demonstrated interest in both the live and recorded specialty-specific webinars on GS in residency. To address the gap in developing global surgery practitioners, additional online, open-access education materials and mentorship opportunities are needed for students applying to US residencies.
Collapse
Affiliation(s)
- Anusha Jayaram
- Tufts University School of Medicine, Boston, Massachusetts; Global Surgery Student Alliance, Cambridge, Massachusetts.
| | - Kristin Cardiel Nunez
- Mayo Clinic Alix School of Medicine, Rochester, Minnesota; Global Surgery Student Alliance, Cambridge, Massachusetts
| | - Michael Flores
- Yale School of Medicine, New Haven, Connecticut; Global Surgery Student Alliance, Cambridge, Massachusetts
| | - Sarah Em Hill
- University of Arkansas for Medical Sciences College of Medicine, Little Rock, Arkansas; Global Surgery Student Alliance, Cambridge, Massachusetts
| | - Kyung Woo Hong
- University of Florida, Gainesville, Florida; Global Surgery Student Alliance, Cambridge, Massachusetts
| | - Connor J Peck
- Yale School of Medicine, New Haven, Connecticut; Global Surgery Student Alliance, Cambridge, Massachusetts
| | - Sarah Rapaport
- Johns Hopkins University School of Medicine;, Baltimore, Maryland; Global Surgery Student Alliance, Cambridge, Massachusetts
| | - Makela Stankey
- Keck School of Medicine at the University of Southern California, Los Angeles, California
| | - Cybil Sierra Stingl
- Virginia Commonwealth University School of Medicine, Richmond, Virginia; Global Surgery Student Alliance, Cambridge, Massachusetts
| | - Bathsheba Wariso
- MHS-Meharry Medical College, Nashville, Tennessee; Global Surgery Student Alliance, Cambridge, Massachusetts
| | - Joshua Webb
- University of Utah School of Medicine, Salt Lake City, Utah; Global Surgery Student Alliance, Cambridge, Massachusetts
| | - Caroline Wight
- Tufts University School of Medicine - Maine Track, Portland, Maine; Global Surgery Student Alliance, Cambridge, Massachusetts
| | - Parisa N Fallah
- Brigham and Women's Hospital, Massachusetts General Hospital, Boston, Massachusetts; Global Surgery Student Alliance, Cambridge, Massachusetts
| |
Collapse
|
10
|
Use of MOOCs in Health Care Training: A Descriptive-Exploratory Case Study in the Setting of the COVID-19 Pandemic. SUSTAINABILITY 2021. [DOI: 10.3390/su131910657] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
This exploratory study is part of the training and innovation project (GID2016-16) of the National University of Distance Education (UNED) in Spain. The current socioeconomic and educational contexts derived from COVID-19 has led university institutions to develop methodological innovations in the teaching-learning process. Among these strengthening measures are the MOOCs, the most appropriate strategy to bring students closer to new digital platforms that favor the acquisition of knowledge. A methodological pluralism, combining quantitative and qualitative perspectives, has been used. The main results of the descriptive analysis compare the data of students enrolled in the MOOC, “Social and Health Care and Social Services in Social Work”, and other related bachelor’s and master’s degree courses during the four years analyzed. One of the conclusions is the emerging possibility of offering university studies that are more in line with the current teleworking market. The development of online methodologies favors the democratization of education, reaching the student body as a whole and universalizing content and learning. Among the main conclusions, it is worth highlighting the degree of satisfaction shown by the students who took advantage of the MOOC, and the training opportunities afforded by MOOC courses, during the time of COVID-19.
Collapse
|
11
|
Gao J, Yang L, Zou J, Fan X. Comparison of the influence of massive open online courses and traditional teaching methods in medical education in China: A meta-analysis. BIOCHEMISTRY AND MOLECULAR BIOLOGY EDUCATION : A BIMONTHLY PUBLICATION OF THE INTERNATIONAL UNION OF BIOCHEMISTRY AND MOLECULAR BIOLOGY 2021; 49:639-651. [PMID: 33894023 DOI: 10.1002/bmb.21523] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/28/2020] [Revised: 03/17/2021] [Accepted: 04/19/2021] [Indexed: 05/11/2023]
Abstract
In the past 5 years, the MOOC-based teaching method has been extensively applied as an experimental educational method in medical education in China. However, the effects of this teaching method on medical education are still controversial and ambiguous. To assess the effectiveness of the MOOC-based teaching method in medical education in China, we conducted the meta-analysis. Literature search was performed through the PubMed, Embase, Web of Knowledge and CNKI databases through March 3, 2020. Studies evaluating the effectiveness of the MOOC-based teaching method in medical education in China were included in our meta-analysis. All data were pooled using a fixed- or random-effect model based on a heterogeneity test. Hedges' g was calculated to evaluate the effectiveness of the MOOC-based teaching method on the final exam knowledge scores of participants. Subgroup analyses were also carried out. There were 27 studies (25 records) identified in our meta-analysis. The final exam knowledge scores of participants were statistically higher in the MOOC group compared with the controls in medical courses in China (Hedges' g = 1.080, 95%CI 0.592-1.567, p < 0.001). Obvious heterogeneity across studies was found in the study. Further analysis demonstrated that a significant difference in favor of the MOOC-based teaching method compared with the traditional teaching method in medical students and doctors. The MOOC-based teaching method may be applicable to medical education in China, strengthening the roles of MOOCs in medical education.
Collapse
Affiliation(s)
- Junwei Gao
- Department of Developmental Neuropsychology, School of Psychology, Third Military Medical University (Army Medical University), Chongqing, China
| | - Ling Yang
- Department of Developmental Neuropsychology, School of Psychology, Third Military Medical University (Army Medical University), Chongqing, China
| | - Jiao Zou
- Department of Developmental Neuropsychology, School of Psychology, Third Military Medical University (Army Medical University), Chongqing, China
| | - Xiaotang Fan
- Department of Developmental Neuropsychology, School of Psychology, Third Military Medical University (Army Medical University), Chongqing, China
| |
Collapse
|
12
|
Rybarczyk MM, Muck A, Kolkowitz I, Tupesis JP, Jacquet GA. Global Health Training in U.S. Emergency Medicine Residency Programs. AEM EDUCATION AND TRAINING 2021; 5:e10451. [PMID: 33796802 PMCID: PMC7995926 DOI: 10.1002/aet2.10451] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/18/2019] [Revised: 03/24/2020] [Accepted: 03/25/2020] [Indexed: 06/12/2023]
Abstract
OBJECTIVES Formal education in global health (GH) and short-term experiences in GH (STEGH) are offered by many emergency medicine (EM) residency programs in the United States. In an increasingly connected world, training in GH and STEGH can provide essential knowledge and practical skills to trainees, particularly at the graduate medical education level. The current core programmatic components and the essential competencies and curricula that support ethical and effective STEGH, however, still vary widely. The authors conducted a survey of the 228 EM residency programs in the United States to describe the current state of GH training and STEGH. METHODS An online survey was developed in REDCap by a team of GH faculty. In July 2018, programs were invited to participate via individual invitation of program directors from a directory. The programs received two reminders to participate until January 2019. RESULTS Of the 84 programs that responded, 75% offer STEGH and 39% have longitudinal GH curricula. Within these programs, only 55% have dedicated GH faculty and only 70% have dedicated sites. Both faculty and residents encounter funding and insurance barriers; most notably, only 20% of programs that offer STEGH provide evacuation insurance for their residents. Most residents (95%) engage in clinical work along with teaching and other activities, but 24% of programs do not allow these activities to fulfill any residency requirements. Finally, only 80 and 85% of programs offer preparatory and debriefing activities for residents, respectively. CONCLUSIONS While the results of this survey show progress relative to prior surveys, there are still barriers to implementing GH curricula and supporting safe, ethical, and effective STEGH, particularly in the form of continued financial and logistic support for faculty and for residents, in U.S. EM training programs.
Collapse
Affiliation(s)
| | - Andrew Muck
- University of Texas Health Science Center San AntonioSan AntonioTX
| | - Ilan Kolkowitz
- Department of Emergency MedicineUniversity of WisconsinSchool of Medicine and Public HealthMadisonWI
| | - Janis P. Tupesis
- Department of Emergency MedicineUniversity of WisconsinSchool of Medicine and Public HealthMadisonWI
| | - Gabrielle A. Jacquet
- Department of Emergency MedicineBoston University School of MedicineBoston Medical CenterBostonMA
| |
Collapse
|
13
|
Wong BL, Khurana MP, Acharya N, Drejza M, Martins D. World Health Organization simulations: an increasingly popular learning tool for the development of future global health practitioners. J Glob Health 2021; 10:010305. [PMID: 32257133 PMCID: PMC7100860 DOI: 10.7189/jogh.10.010305] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Affiliation(s)
- Brian Lh Wong
- Medical Research Council Unit for Lifelong Health and Ageing at UCL, Department of Population Science and Experimental Medicine, UCL Institute of Cardiovascular Science, University College London, UK.,Equal authorship
| | - Mark P Khurana
- Rigshospitalet, University of Copenhagen, CHIP, Department of Infectious Diseases, Section 2100, Copenhagen, Denmark.,Equal authorship
| | | | | | - Diogo Martins
- London School of Hygiene and Tropical Medicine, London, UK
| |
Collapse
|
14
|
Karim N, Rybarczyk MM, Jacquet GA, Pousson A, Aluisio AR, Bilal S, Moretti K, Douglass KA, Henwood PC, Kharel R, Lee JA, MenkinSmith L, Moresky RT, Gonzalez Marques C, Myers JG, O’Laughlin KN, Schmidt J, Kivlehan SM. COVID-19 Pandemic Prompts a Paradigm Shift in Global Emergency Medicine: Multidirectional Education and Remote Collaboration. AEM EDUCATION AND TRAINING 2021; 5:79-90. [PMID: 33521495 PMCID: PMC7821062 DOI: 10.1002/aet2.10551] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/15/2020] [Revised: 10/13/2020] [Accepted: 10/18/2020] [Indexed: 05/10/2023]
Abstract
To date, the practice of global emergency medicine (GEM) has involved being "on the ground" supporting in-country training of local learners, conducting research, and providing clinical care. This face-to-face interaction has been understood as critically important for developing partnerships and building trust. The COVID-19 pandemic has brought significant uncertainty worldwide, including international travel restrictions of indeterminate permanence. Following the 2020 Society for Academic Emergency Medicine meeting, the Global Emergency Medicine Academy (GEMA) sought to enhance collective understanding of best practices in GEM training with a focus on multidirectional education and remote collaboration in the setting of COVID-19. GEMA members led an initiative to outline thematic areas deemed most pertinent to the continued implementation of impactful GEM programming within the physical and technologic confines of a pandemic. Eighteen GEM practitioners were divided into four workgroups to focus on the following themes: advances in technology, valuation, climate impacts, skill translation, research/scholastic projects, and future challenges. Several opportunities were identified: broadened availability of technology such as video conferencing, Internet, and smartphones; online learning; reduced costs of cloud storage and printing; reduced carbon footprint; and strengthened local leadership. Skills and knowledge bases of GEM practitioners, including practicing in resource-poor settings and allocation of scarce resources, are translatable domestically. The COVID-19 pandemic has accelerated a paradigm shift in the practice of GEM, identifying a previously underrecognized potential to both strengthen partnerships and increase accessibility. This time of change has provided an opportunity to enhance multidirectional education and remote collaboration to improve global health equity.
Collapse
Affiliation(s)
- Naz Karim
- From theDepartment of Emergency MedicineBrown University Alpert Medical SchoolProvidenceRIUSA
| | - Megan M. Rybarczyk
- theDepartment of Emergency MedicinePerelman School of MedicineUniversity of PennsylvaniaPhiladelphiaPAUSA
| | - Gabrielle A. Jacquet
- theDepartment of Emergency MedicineBoston University School of MedicineBoston Medical CenterBostonMAUSA
| | - Amelia Pousson
- theDepartment of Emergency MedicineJohns Hopkins UniversityBaltimoreMDUSA
| | - Adam R. Aluisio
- From theDepartment of Emergency MedicineBrown University Alpert Medical SchoolProvidenceRIUSA
| | - Saadiyah Bilal
- theDepartment of Emergency MedicineIcahn School of Medicine at Mount SinaiNew York CityNYUSA
| | - Katelyn Moretti
- From theDepartment of Emergency MedicineBrown University Alpert Medical SchoolProvidenceRIUSA
| | | | - Patricia C. Henwood
- theDepartment of Emergency MedicineThomas Jefferson UniversityPhiladelphiaPAUSA
| | - Ramu Kharel
- theDepartment of Emergency MedicineEmory University School of MedicineAtlantaGAUSA
| | - J. Austin Lee
- From theDepartment of Emergency MedicineBrown University Alpert Medical SchoolProvidenceRIUSA
| | - Lacey MenkinSmith
- theDepartment of Emergency MedicineMedical University of South CarolinaCharlestonSCUSA
| | - Rachel T. Moresky
- theEmergency Medicine DepartmentColumbia University College of Physicians and Surgeons and Columbia University Mailman School of Public Health, Heilbrunn Population and Family HealthNew YorkNYUSA
| | | | - Justin G. Myers
- theDepartment of Emergency MedicineUniversity of North Carolina at Chapel HillChapel HillNCUSA
| | - Kelli N. O’Laughlin
- theDepartments of Emergency Medicine and Global HealthUniversity of WashingtonSeattleWAUSA
| | - Jessica Schmidt
- theDepartment of Emergency MedicineUniversity of WisconsinMadisonWIUSA
| | - Sean M. Kivlehan
- and theDepartment of Emergency MedicineBrigham and Women’s HospitalHarvard Medical SchoolBostonMAUSA
| |
Collapse
|
15
|
Blum ER, Stenfors T, Palmgren PJ. Benefits of Massive Open Online Course Participation: Deductive Thematic Analysis. J Med Internet Res 2020; 22:e17318. [PMID: 32672680 PMCID: PMC7381083 DOI: 10.2196/17318] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2019] [Revised: 02/21/2020] [Accepted: 03/23/2020] [Indexed: 12/25/2022] Open
Abstract
Background Massive open online courses (MOOCs), as originally conceived, promised to provide educational access to anyone with an internet connection. However, the expansiveness of MOOC education has been found to be somewhat limited. Nonetheless, leading universities continue to offer MOOCs, including many in the health sciences, on a number of private platforms. Therefore, research on online education must include thorough understanding of the role of MOOCs. To date, studies on MOOC participants have focused mainly on learners’ assessment of the course. It is known that MOOCs are not reaching the universal audiences that were predicted, and much knowledge has been gained about learners’ perceptions of MOOCs. However, there is little scholarship on what learners themselves gain from participating in MOOCs. Objective As MOOC development persists and expands, scholars and developers should be made aware of the role of MOOCs in education by examining what these courses do offer their participants. The objective of this qualitative synthesis of a set of MOOC evaluation studies was to explore outcomes for MOOC learners, that is, how the learners themselves benefit from participating in MOOCs. Methods To explore MOOC learners’ outcomes, we conducted a qualitative synthesis in the form of a deductive thematic analysis, aggregating findings from 17 individual studies selected from an existing systematic review of MOOC evaluation methods. We structured our inquiry using the Kirkpatrick model, considering Kirkpatrick levels 2, 3, and 4 as potential themes in our analysis. Results Our analysis identified six types of Kirkpatrick outcomes in 17 studies. Five of these outcomes (learning/general knowledge, skills, attitudes, confidence, and commitment) fit into Kirkpatrick Level 2, while Kirkpatrick Level 3 outcomes concerning behavior/application were seen in four studies. Two additional themes were identified outside of the Kirkpatrick framework: culture and identity outcomes and affective/emotional outcomes. Kirkpatrick Level 4 was not represented among the outcomes we examined. Conclusions Our findings point to some gains from MOOCs. While we can expect MOOCs to persist, how learners benefit from the experience of participating in MOOCs remains unclear.
Collapse
Affiliation(s)
- Elizabeth R Blum
- Department of Learning, Informatics, Management and Ethics, Karolinska Institutet, Stockholm, Sweden
| | - Terese Stenfors
- Department of Learning, Informatics, Management and Ethics, Karolinska Institutet, Stockholm, Sweden
| | - Per J Palmgren
- Department of Learning, Informatics, Management and Ethics, Karolinska Institutet, Stockholm, Sweden
| |
Collapse
|
16
|
Experiential Learning and Cultural Competence: What Do Participants in Short-Term Experiences in Global Health Learn About Culture? HEALTH PROFESSIONS EDUCATION 2020. [DOI: 10.1016/j.hpe.2019.11.002] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
|
17
|
Alturkistani A, Lam C, Foley K, Stenfors T, Blum ER, Van Velthoven MH, Meinert E. Massive Open Online Course Evaluation Methods: Systematic Review. J Med Internet Res 2020; 22:e13851. [PMID: 32338618 PMCID: PMC7215503 DOI: 10.2196/13851] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2019] [Revised: 11/20/2019] [Accepted: 01/22/2020] [Indexed: 01/08/2023] Open
Abstract
BACKGROUND Massive open online courses (MOOCs) have the potential to make a broader educational impact because many learners undertake these courses. Despite their reach, there is a lack of knowledge about which methods are used for evaluating these courses. OBJECTIVE The aim of this review was to identify current MOOC evaluation methods to inform future study designs. METHODS We systematically searched the following databases for studies published from January 2008 to October 2018: (1) Scopus, (2) Education Resources Information Center, (3) IEEE (Institute of Electrical and Electronic Engineers) Xplore, (4) PubMed, (5) Web of Science, (6) British Education Index, and (7) Google Scholar search engine. Two reviewers independently screened the abstracts and titles of the studies. Published studies in the English language that evaluated MOOCs were included. The study design of the evaluations, the underlying motivation for the evaluation studies, data collection, and data analysis methods were quantitatively and qualitatively analyzed. The quality of the included studies was appraised using the Cochrane Collaboration Risk of Bias Tool for randomized controlled trials (RCTs) and the National Institutes of Health-National Heart, Lung, and Blood Institute quality assessment tool for cohort observational studies and for before-after (pre-post) studies with no control group. RESULTS The initial search resulted in 3275 studies, and 33 eligible studies were included in this review. In total, 16 studies used a quantitative study design, 11 used a qualitative design, and 6 used a mixed methods study design. In all, 16 studies evaluated learner characteristics and behavior, and 20 studies evaluated learning outcomes and experiences. A total of 12 studies used 1 data source, 11 used 2 data sources, 7 used 3 data sources, 4 used 2 data sources, and 1 used 5 data sources. Overall, 3 studies used more than 3 data sources in their evaluation. In terms of the data analysis methods, quantitative methods were most prominent with descriptive and inferential statistics, which were the top 2 preferred methods. In all, 26 studies with a cross-sectional design had a low-quality assessment, whereas RCTs and quasi-experimental studies received a high-quality assessment. CONCLUSIONS The MOOC evaluation data collection and data analysis methods should be determined carefully on the basis of the aim of the evaluation. The MOOC evaluations are subject to bias, which could be reduced using pre-MOOC measures for comparison or by controlling for confounding variables. Future MOOC evaluations should consider using more diverse data sources and data analysis methods. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) RR2-10.2196/12087.
Collapse
Affiliation(s)
- Abrar Alturkistani
- Global Digital Health Unit, Imperial College London, London, United Kingdom
| | - Ching Lam
- Digitally Enabled PrevenTative Health Research Group, Department of Paediatrics, University of Oxford, Oxford, United Kingdom
| | - Kimberley Foley
- Global Digital Health Unit, Imperial College London, London, United Kingdom
| | - Terese Stenfors
- Department of Learning, Informatics, Management and Ethics, Karolinska Institutet, Stockholm, Sweden
| | - Elizabeth R Blum
- Department of Learning, Informatics, Management and Ethics, Karolinska Institutet, Stockholm, Sweden
| | - Michelle Helena Van Velthoven
- Digitally Enabled PrevenTative Health Research Group, Department of Paediatrics, University of Oxford, Oxford, United Kingdom
| | - Edward Meinert
- Global Digital Health Unit, Imperial College London, London, United Kingdom.,Digitally Enabled PrevenTative Health Research Group, Department of Paediatrics, University of Oxford, Oxford, United Kingdom
| |
Collapse
|
18
|
Rowe M, Osadnik CR, Pritchard S, Maloney S. These may not be the courses you are seeking: a systematic review of open online courses in health professions education. BMC MEDICAL EDUCATION 2019; 19:356. [PMID: 31521150 PMCID: PMC6744630 DOI: 10.1186/s12909-019-1774-9] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/21/2018] [Accepted: 08/29/2019] [Indexed: 05/04/2023]
Abstract
INTRODUCTION Open Online Courses (OOCs) are increasingly presented as a possible solution to the many challenges of higher education. However, there is currently little evidence available to support decisions around the use of OOCs in health professions education. The aim of this systematic review was to summarise the available evidence describing the features of OOCs in health professions education and to analyse their utility for decision-making using a self-developed framework consisting of point scores around effectiveness, learner experiences, feasibility, pedagogy and economics. METHODS Electronic searches of PubMed, Medline, Embase, PsychInfo and CINAHL were made up to April 2019 using keywords related to OOC variants and health professions. We accepted any type of full text English publication with no exclusions made on the basis of study quality. Data were extracted using a custom-developed, a priori critical analysis framework comprising themes relating to effectiveness, economics, pedagogy, acceptability and learner experience. RESULTS 54 articles were included in the review and 46 were of the lowest levels of evidence, and most were offered by institutions based in the United States (n = 11) and United Kingdom (n = 6). Most studies provided insufficient course detail to make any confident claims about participant learning, although studies published from 2016 were more likely to include information around course aims and participant evaluation. In terms of the five categories identified for analysis, few studies provided sufficiently robust evidence to be used in formal decision making in undergraduate or postgraduate curricula. CONCLUSION This review highlights a poor state of evidence to support or refute claims regarding the effectiveness of OOCs in health professions education. Health professions educators interested in developing courses of this nature should adopt a critical and cautious position regarding their adoption.
Collapse
Affiliation(s)
- Michael Rowe
- Department of Physiotherapy, Faculty of Community and Health Sciences, University of the Western Cape, Cape Town, South Africa
| | - Christian R. Osadnik
- Department of Physiotherapy, School of Primary and Allied Health Care, Monash University, Frankston, Australia
| | - Shane Pritchard
- Department of Physiotherapy, School of Primary and Allied Health Care, Monash University, Frankston, Australia
| | - Stephen Maloney
- Department of Physiotherapy, School of Primary and Allied Health Care, Monash University, Frankston, Australia
| |
Collapse
|
19
|
Alturkistani A, Majeed A, Car J, Brindley D, Wells G, Meinert E. Data Collection Approaches to Enable Evaluation of a Massive Open Online Course About Data Science for Continuing Education in Health Care: Case Study. JMIR MEDICAL EDUCATION 2019; 5:e10982. [PMID: 30938683 PMCID: PMC6465971 DOI: 10.2196/10982] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/06/2018] [Revised: 12/14/2018] [Accepted: 01/26/2019] [Indexed: 05/08/2023]
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.
Collapse
Affiliation(s)
- Abrar Alturkistani
- Global Digital Health Unit, Department of Primary Care and Public Health, Imperial College London, London, United Kingdom
| | - Azeem Majeed
- Department of Primary Care and Public Health, Imperial College London, London, United Kingdom
| | - Josip Car
- Global Digital Health Unit, Department of Primary Care and Public Health, Imperial College London, London, United Kingdom
| | - David Brindley
- Healthcare Translation Research Group, Department of Paediatrics, University of Oxford, Oxford, United Kingdom
| | - Glenn Wells
- Oxford Academic Health Science Centre, Oxford, United Kingdom
| | - Edward Meinert
- Global Digital Health Unit, Department of Primary Care and Public Health, Imperial College London, London, United Kingdom
- Healthcare Translation Research Group, Department of Paediatrics, University of Oxford, Oxford, United Kingdom
| |
Collapse
|