ABSTRACT
The COVID-19 pandemic transformed the final year of undergraduate medical education for thousands of medical students across the globe. Out of concern for spreading SARS-CoV-2 and conserving personal protective equipment, many students experienced declines in bedside clinical exposures. The perceived competency of this class within the context of the pandemic is unclear. We designed and distributed a survey to measure the degree to which recent medical school graduates from the USA felt clinically prepared on 13 core clinical skills. Of the 1283 graduates who matched at HCA Healthcare facilities, 90% (1156) completed the survey. In this national survey, most participants felt they were competent in their clinical skills. However, approximately one out of four soon-to-be residents felt they were clinically below where they should be with regard to calling consultations, performing procedures, and performing pelvic and rectal exams. One in five felt they were below where they should be with regard to safely transitioning care. These perceived deficits in important skill sets suggest the need for evaluation and revised educational approaches in these areas, especially when traditional in-person practical skills teaching and practice are disrupted.
KEYWORDS: COVID-19, education, survey, students, resident, healthcare
Introduction
The COVID-19 pandemic transformed the final year of medical education for approximately 20,900 graduating medical students in the USA during the academic year of 2020–2021 [1] and many more across the globe. The disruption to medical education was unprecedented [2] as many medical schools re-organized rotations to occur in an online format to protect students, conserve personal protective equipment, and limit the spread of the virus [3]. These changes likely provided modified forms of clinical education such as online discussions focused on medical decision-making and topics amenable to the distance learning format [4]. However, the loss of bedside patient exposure likely impacted some learners’ perceived readiness for residency, though the degree to which this occurred is unknown. The aim of our study was to assess the self-perceived clinical capabilities of a large cohort of recent graduates from medical schools in the USA and abroad who were preparing to begin residency training.
Materials and methods
HCA Healthcare is the largest hospital system in the USA and began sponsoring residency programs in 2016. At the time of this research, HCA Healthcare sponsored residency programs in 10 specialties that match newly graduated medical students directly into a first clinical year position immediately following medical school. These specialties include anesthesiology, emergency medicine, family medicine, general surgery, internal medicine, neurology, obstetrics and gynecology, pediatrics, psychiatry, and transitional year programs. All 1283 medical students who graduated in 2021 and matched into one of the above specialty residency programs sponsored by HCA Healthcare received an email invitation to participate in an online survey-based research study in May 2021. Two additional reminder emails were sent to those participants who had not yet completed the survey. Participants were notified that the survey results would be available to their program director to assist in determining if supplemental educational efforts were needed for the entering class of residents. Participation was voluntary and subjects could withdraw at any time. This cohort completed the majority of their third year prior to the pandemic and the entirety of their final year of medical school during the pandemic. The authors, who are educators, administrators, or research directors in GME programs, coupled with a research psychologist with expertise in survey design, developed a new (not previously validated) cross-sectional survey that asked incoming first-year residents to estimate their perceived clinical readiness on 13 core clinical skills. These clinical skills were determined by a review of the American Association of Medical College’s (AAMC) Entrustable Professional Activities for Entering Residency [5], modified to meet optimal survey design principles and to focus on areas that may have been maximally impacted by the COVID-19 pandemic. Table 1 shows the 13 core clinical skills. Response options for the clinical skills followed a modified Likert scale with options that included: ‘Below where I thought I would be’, ‘About where I thought I would be’, ‘Above where I thought I would be,’ and, ‘A strength of mine’. Additional scales, not reported here, were administered in this survey as part of a larger research project. Descriptive statistics, specifically proportions of the overall sample, were summarized using IBM SPSS Statistics for Windows, Version 26.0. Armonk, NY: IBM Corp. The study was approved by the HCA Healthcare Institutional Review Board (reference # 2021–480).
Table 1.
Clinical Skills | % Responses (n = 1156) |
|||
---|---|---|---|---|
1 | 2 | 3 | 4 | |
Taking a history from a patient that is appropriate for the clinical situation and the rotation. | 1.3 | 44.6 | 35.4 | 18.8 |
Performing a physical examination that is appropriate for the clinical situation and rotation | 3.8 | 59.1 | 28.0 | 9.1 |
Pelvic examinations and rectal examinations as required for a PGY1 in your specialty | 33.1 | 52.7 | 11.2 | 2.9 |
Integrating the history and physical examination into an understanding of what the clinical problems seem to be | 2.1 | 55.4 | 33.2 | 9.3 |
Deciding on the need for, and type of, additional diagnostic testing needed if any | 5.1 | 67.7 | 22.9 | 4.2 |
Interpreting individual labs or imaging (e.g., reading a chest x-ray) or interpreting a comprehensive metabolic panel | 6.1 | 61.6 | 26.0 | 6.2 |
Interpreting the lab, imaging, history, and physical exam into a ‘post-test’ probability of the likely clinical problems | 8.3 | 66.7 | 20.6 | 4.4 |
Determining the treatments needed for a patient, including symptomatic medications like pain medications | 9.9 | 69.8 | 16.9 | 3.4 |
Performing procedures at the level I would expect a PGY1 to perform | 25.8 | 54.0 | 15.1 | 5.1 |
Calling consultations with other providers | 26.5 | 55.5 | 15.2 | 2.8 |
Safely transitioning care at sign out or end of shift | 19.3 | 62.8 | 14.9 | 3.0 |
Documenting appropriately in the electronic health record | 7.7 | 51.3 | 27.8 | 13.2 |
Ability to look up and apply evidence-based recommendations and access point-of-care diagnostic aids | 2.6 | 56.7 | 28.7 | 12.0 |
1 Below where I thought I’d be; 2 About where I thought I’d be; 3 Above where I thought I’d be; 4 A strength of mine
The survey prompt for all items was: ‘Based on your clinical experience while in medical school, please rank the following clinical skills’
Results
The overall response rate was 90% (1156 out of 1283), representing 10 specialties at 52 HCA Healthcare affiliated hospitals across 14 states. Participants graduated from 173 different medical schools including 38% from allopathic schools located in the USA, 48% from osteopathic schools located in the USA, and 14% from schools outside of the USA. The degrees obtained included 51% M.D. and 49% D.O. Participants included 64% who identified as male and 36% as female. The results of the perceived capabilities in the 13 core clinical skills are summarized in Table 1.
For all clinical skills, the majority of participants recorded being either at or above their expected level of performance. Nineteen percent of participants felt that taking a history was a personal strength. However, significant proportions of residents reported being below where they should be with regard to the skills needed to call consultations (26.5%), perform pelvic and rectal examinations (33.1%), and perform procedures at the anticipated level for their matched specialty (25.8%). Safely transitioning care, which generally refers to the process of patient handoff between one outgoing provider and another provider who is either assuming care permanently or temporarily, was rated as below their anticipated level by 19.3% of participants.
Discussion
Our multi-specialty nationwide survey, with a high response rate, provides evidence of the self-perceived readiness of new residents during the COVID-19 educational disruptions. The impact of the pandemic on medical education was unparalleled and poorly understood[1]. While a few medical students were called to help supplement overwhelmed physician staff [6], most underwent reductions in clinical experiences to limit unnecessary exposures [2]. The last year of medical school normally allows a final opportunity to develop skills, attitudes, and behaviors necessary for the transition to residency. Students ordinarily experience an increase in clinical exposures, autonomy, and responsibility during their final year, all while embedded in healthcare teams that provide modeling of skills such as calling consultations and transitioning care. Understandably, greater clinical experience appears to be correlated with greater perceived confidence [7,8] and COVID-19 disrupted that process. Accordingly, in a joint publication, several organizations have suggested that residency programs assess their new residents for their clinical strengths and deficits as they begin their training [9]; a recommendation the current study supports.
In our study, a significant majority of newly graduated medical students felt as prepared as they expected to be with core clinical skills. This finding is consistent with the findings from the 2021 report from the American Association of Medical Colleges which found that 89% of graduates from the USA were satisfied with their medical education and 92% agreed that they had acquired the skills necessary to begin residency [10]. Smaller studies from the international community show a similar pattern of relatively high confidence in perceived skills [11,12]. This consistency is reassuring, given the potential impact of pandemic-related educational changes to undergraduate medical education. However, a minority of students do report perceived deficits.
We show that a non-trivial proportion of new residents note perceived deficits in the ability to call consultations, transition care, perform procedures, and perform rectal and pelvic examinations. Calling consultations and transitioning care requires interpersonal communication skills which, when done poorly, can result in significant patient safety risks [13]. The accrediting bodies for undergraduate medical education for many countries including the UK, Australia, Canada, and the USA specifically emphasize the need for competency in transitions of care [14–17]. Research done prior to the pandemic shows some deficits among graduating medical students in competence with transferring care [18–21]. This may be partially due to few opportunities to transfer care during undergraduate medical education. Comparing graduating medical students from 2019 with 2020 Brown and colleagues showed that the number of assessments for most of the skills actually increased in 2020, but this was not true of transitioning care [22]. The percentage of graduating students deemed ready for transitioning care without a supervising physician present was low in both the pre-pandemic year (2019) and post-pandemic (2020) at a combined 8.3% [22]. This suggests that the relative deficit in perceived competency in transitioning care found in the current study may represent a baseline deficit. Regardless, medical schools may wish to evaluate, and possibly enhance, their activities designed to teach transitions of care. Several educational programs exist to teach transitions of care and communication with consultants, many of which are consistent with distance-learning formats [23–30].
In comparing the number of evaluations conducted on medical students for 13 Entrustable Professional Activities, most increased between 2019 and 2020 with two exceptions: transitioning of care, as noted above, and performing procedures [22]. The current study found a similar pattern with transitions of care and performing procedures as exceptions to the general pattern of perceived competence. This suggests that the relative deficits in perceived competence with procedures may represent a baseline deficit and not necessarily an impact of the pandemic. Developing perceived confidence in the performance of procedures and rectal and pelvic examinations may require experience on some minimal number of live patients [7,8]. Deficits in exposures to these procedures may have existed even prior to the pandemic with a possible worsening during the educational changes prompted by COVID-19. For example, program directors rate the performance of procedures as the entrustable activity in which they are least confident among the 13 clinical skills typically assessed in medical students in a pre-pandemic study [31]. In the same study, the program directors also rated procedures as one of the least likely activities to be observed by supervisors during a medical student clerkship [31].
Although distinct from procedural skills, rectal and pelvic examinations typically also require supervised exposure to develop perceived competence. Pre-pandemic studies from several countries show that students typically perform few observed rectal exams and graduate with relatively low confidence in their abilities [32–36]. Similarly, studies on the quality of pelvic examination training in the pre-pandemic period suggest deficits in medical student experience and confidence with this skill [37–41]. Thus, the perceived deficits seen in the current study may reflect a combination of pre-pandemic deficits in training coupled with pandemic-related educational changes. A review of the core clinical skills that new residents reported as ‘below expectations’ suggests that they are skills that likely would be somewhat more difficult to develop via distance learning modalities. While many of the skills assessed could be obtained via small group discussions, simulated patient encounters, and online case discussions, others simply do not lend themselves easily to a distance learning environment. Taking a history and developing a plan for diagnosis and treatment likely was done repeatedly during online clerkships, leading to these students feeling comfortable with cognitive aspects of clinical skills [42]. Students also may feel that they developed basic physical examination skills during their third year of medical school which was less affected by COVID-19 in this cohort. Understandably, pelvic and rectal examinations, and procedures in general, are difficult to teach with confidence in an online environment. Similarly, efforts to teach the skills needed for confidence in calling consultations and transitions of care may have faltered in the absence of in-person clinical experience and modeling of these skills.
The COVID-19 pandemic may have impacted medical student education in other important ways as well. For example, as restrictions on medical student rotations were lifted the total number of patients in clinics and emergency departments remained below pre-pandemic levels in many locations potentially minimizing clinical learning opportunities [43,44]. Additionally, the emotional impact of the pandemic on clinical educators may have adversely impacted their motivation or ability to teach at an optimal level. With high levels of workplace burnout, depression, or both, educators may not create optimal work and learning environments [45].
Regardless of whether the perceived confidence in these skills was diminished by the COVID-19 pandemic, undergraduate medical education programs may wish to develop more robust educational approaches to teaching these skills prior to students transitioning into graduate medical education. In environments with limited in-person teaching, several options for distance learning formats to supplement clinical skills are available and described in the literature [46–48]. Additionally, graduate medical education programs should consider assessment of their incoming residents to determine individual skill sets and perceived competency as suggested by the AAMC, the American Association of Osteopathic Colleges, the Accreditation Council for Graduate Medical Education, and the Educational Commission for Foreign Medical Graduates [49].
Limitations
Our survey captured information only from applicants who matched into a residency program during the 2021 match cycle. Accordingly, we do not have information on those applicants who did not match into a residency program and that population may differ from the one described here. While self-perceived capability is an important outcome it differs from actual capability. Residents may over or under estimate their true capabilities. Furthermore, the ability to accurately estimate competence may also have been compromised by worsening workplace burnout, depression, or both brought on by the pandemic. We cannot determine whether the results noted here are related to COVID-19 or would have been similar had the study been done prior to COVID-19. Finally, social response bias, where residents answer questions with what they perceive as the most desirable answer, may have influenced our results.
Conclusions
Medical school graduates in 2021 preparing to begin graduate medical education in the USA generally felt clinically prepared despite their final year of medical school occurring during the COVID-19 pandemic. Relative deficits were noted in the perceived capability to call consultations, transition care to new providers, perform rectal and pelvic examinations, and perform procedures. Deficits in these areas may have been present in medical students even prior to COVID-19. Regardless, they represent possible opportunities for improvement in undergraduate medical education programs.
Acknowledgments
This research was supported (in whole or in part) by HCA Healthcare and/or an HCA Healthcare affiliated entity. The views expressed in this publication represent those of the author(s) and do not necessarily represent the official views of HCA Healthcare or any of its affiliated entities.
Funding Statement
The author(s) reported that there is no funding associated with the work featured in this article.
Disclosure statement
No potential conflict of interest was reported by the author(s).
References
- [1].Rose S. (2020). Medical Student Education in the Time of COVID-19. JAMA, 323(21), 2131. 10.1001/jama.2020.5227 [DOI] [PubMed] [Google Scholar]
- [2].Akers A, Blough C, Iyer MS. COVID-19 implications on clinical clerkships and the residency application process for medical students. Cureus. 2020;12(4):e7800. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [3].Ioos D, Gallicchio V. Effects of COVID-19 on healthcare practice, medical education, and pre-medical educational experiences. Jphe. 2020;12(3):186–6. [Google Scholar]
- [4].Thaker H, Reilkoff B, Baum KD RA. Rapid implementation of a medical student rotation in health systems operations and remote patient care in response to COVID-19. Med Educ Online. 2022Dec;27(1):2067024. PMID: 35509248; PMCID: PMC9090420. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [5].Core epas for entering residency pilot program. Toolkits for the 13 core entrustable professional activities for entering residency. Obeso V, Brown D, Aiyer M eds., et al. Washington DC: Association of American Medical Colleges, 2017: aamc.org/initiatives/coreepas/publicationsandpresentations. [Google Scholar]
- [6].Nentin F, Gabbur N, Katz A. A shift in medical education during the COVID-19 pandemic. Adv Exp Med Biol. 2021;1318:773–784. [DOI] [PubMed] [Google Scholar]
- [7].Lai NM, Sivalingam N, Ramesh JC. Medical students in their final six months of training: progress in self-perceived clinical competence, and relationship between experience and confidence in practical skills. Singapore Med J. 2007. November;48(11):1018–1027. [PubMed] [Google Scholar]
- [8].Barlow P, Humble R, Shibli-Rahhal A. Temporal Changes in medical student perceptions of their clinical skills and needs using a repeated self-assessment instrument. BMC Med Educ. 2021 Oct 29;21(1):550. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [9].Medical student away rotations for remainder of 2020-21 and 2021-22 academic year. AAMC. cited 2021 Aug 19. https://www.aamc.org/what-we-do/mission-areas/medical-education/away-rotations-interviews-2020-21-residency-cycle
- [10].AAMC . Medical school graduation questionnaire 2021 all schools summary report. July 2021.
- [11].Pratiwi W, Octavira T, Permana OR. Self-perceived competence and learning barriers of medical students in family and community medicine clerkship during COVID-19 pandemic. In: Atlantis Press, 2021:265–271. 10.2991/assehr.k.210930.050. [DOI] [Google Scholar]
- [12].Choi B, Jegatheeswaran L, Minocha A, et al. The impact of the COVID-19 pandemic on final year medical students in the UK: a national survey. BMC Med Educ. 2020;20(1):206. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [13].The Joint Commission . (2015). Accessed 04 November 2022. Sentinel event data - root causes by event type. https://www.jointcommission.org/resources/sentinel-event/sentinel-event-data-summary/
- [14].General Medical Council . Outcomes for graduates. London: General Medical Council; 2018. [Google Scholar]
- [15].Touchie C, Boucher A. The AFMC EPA working group and the FMEC PG transition group of the AFMC. In: The association of faculties of medicine (AFMC). Canadian entrustable professional activities (EPAs) for the transition from medical school to residency. Ottawa Ontario. 2019. [Google Scholar]
- [16].Medical Board of Australia . Good medical practice: a code of conduct for doctors in Australia (Melbourne: ). 2014. [DOI] [PubMed] [Google Scholar]
- [17].Aschenbrener CA, Englander R. Association of American medical colleges, members of the drafting pane. Core entrustable professional activities for entering residency (CEPAER). AAMC spring meeting update. Chicago, IL, 2014. [Google Scholar]
- [18].Buckley S, Ambrose L, Anderson E, et al. Tools for structured team communication in pre-registration health professions education: a best evidence medical education (BEME) review: BEME Guide No. 41. Med Teach. 2016. October;38(10):966–980. [DOI] [PubMed] [Google Scholar]
- [19].Liston BW, Tartaglia KM, Evans D, et al. Handoff Practices in undergraduate medical education. J Gen Intern Med. 2014. May;29(5):765–769. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [20].Daniel M, Gordon M, Patricio M, et al. An update on developments in medical education in response to the COVID-19 pandemic: a BEME scoping review: BEME Guide No. 64. Med Teach. 2021. March;43(3):253–271. [DOI] [PubMed] [Google Scholar]
- [21].Stephen B, Egan JP, Henning M. Paediatric team handover: a time to learn? N Z Med J. 2018. June 8;131(1476):70–80. [PubMed] [Google Scholar]
- [22].Brown DR, Moeller JJ, Grbic D, et al. Amiel, and Core entrustable professional activities for entering residency pilot. “comparing entrustment decision-making outcomes of the core entrustable professional activities pilot, 2019-2020. JAMA Network Open. 2022 Sept 1;5(9):e2233342. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [23].Kessler CS, Chan T, Loeb JM, et al. I’m clear, you’re clear, we’re all clear: improving consultation communication skills in undergraduate medical education. Acad Med. 2013. June;88(6):753–758. [DOI] [PubMed] [Google Scholar]
- [24].Sheng J, Manjunath S, Michael M, et al. Integrating handover curricula in medical school. Clin Teach. 2020. December;17(6):661–668. [DOI] [PubMed] [Google Scholar]
- [25].Chu ES, Reid M, Burden M, et al. Effectiveness of a course designed to teach handoffs to medical students. J Hosp Med. 2010. August;5(6):344–348. [DOI] [PubMed] [Google Scholar]
- [26].Farnan JM, A. M. Paro J, Rodriguez RM, et al. Hand-off education and evaluation: piloting the observed simulated hand-off experience (OSHE). J Gen Intern Med. 2010. February;25(2):129–134. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [27].Stojan JN, Huang Schiller J, Mullan P, et al. Medical school handoff education improves postgraduate trainee performance and confidence. Med Teach. 2015. March;37(3):281–288. [DOI] [PubMed] [Google Scholar]
- [28].Hynes H, Stoyanov S, Drachsler H, et al. Designing learning outcomes for handoff teaching of medical students using group concept mapping: findings from a multicountry European study. Acad Med. 2015. July;90(7):988–994. [DOI] [PubMed] [Google Scholar]
- [29].Meagan M, Vandiver JW, Onysko M. Transitions of care in medical education: a compilation of effective teaching methods. Fam Med. 2016. April;48(4):265–272. [PubMed] [Google Scholar]
- [30].Morzinski JA, Toth H, Simpson D, et al. Students’ critical incidents point the way to safer patient care transitions. WMJ: Off Publ State Med Soc Wisconsin. 2016. April;115(2):81–85. [PubMed] [Google Scholar]
- [31].Amiel JM, Andriole DA, Biskobing DM, et al. Revisiting the core entrustable professional activities for entering residency. Acad Med. 2021 Jul 1;96(7S):S14–21. [DOI] [PubMed] [Google Scholar]
- [32].Dakum K, Ramyil VM, Agbo S, et al. Digital rectal examination for prostate cancer: attitude and experience of final year medical students. Niger J Clin Pract. 2007;10:5–9. [PubMed] [Google Scholar]
- [33].Fitzgerald D, Connolly SS, Kerin MJ. Digital rectal examination: national survey of undergraduate medical training in Ireland. Postgrad Med J. 2007;83:599–601. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [34].Lawrentschuk N, Bolton DM. Experience and attitudes of final-year medical students to digital rectal examination. Med J Aust. 2004;181:323–325. [DOI] [PubMed] [Google Scholar]
- [35].Turner KJ, Brewster SF. Rectal examination and urethral catheterization by medical students and house officers: taught but not used. BJU Int. 2000;86:422–426. [DOI] [PubMed] [Google Scholar]
- [36].Yeung JM, Yeeles H, Tang SW, et al. How good are newly qualified doctors at digital rectal examination? Colorectal Dis. 2011;13. 10.1111/j.1463-1318.2009.02116.x [DOI] [PubMed] [Google Scholar]
- [37].Dabson AM, Magin PJ, Heading G, et al. Medical students’ experiences learning intimate physical examination skills: a qualitative study. BMC Med Educ. 2014;14:39. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [38].Bokken L, Rethans JJ, van Heurn L, et al. Student’s views on the use of real patients and simulated patients in undergraduate medical education. Acad Med. 2009;84:958–963. [DOI] [PubMed] [Google Scholar]
- [39].Vontver L, Irby D, Rakestraw P, et al. The effects of two methods of pelvic examination instruction on student performance and anxiety. J Med Educ. 1980;55:778–785. [DOI] [PubMed] [Google Scholar]
- [40].Dugoff L, Pradhan A, Casey P, et al. Pelvic and breast examination skills curricula in USA medical schools: a survey of obstetrics and gynecology clerkship directors. BMC Med Educ. 2016;16(1):314. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [41].Seago BL, Ketchum JM, Willett RM. Pelvic examination skills training with genital teaching associates and a pelvic simulator: does sequence matter? Simul Healthc: J Soc Simul Healthc. 2012;7(2):95–101. [DOI] [PubMed] [Google Scholar]
- [42].Fehl M, Gehres V, Geier AK, et al. Medical students’ adoption and evaluation of a completely digital general practice clerkship - cross-sectional survey and cohort comparison with face-to-face teaching. Med Educ Online. 2022Dec;27(1):2028334. PMID: 35107417; PMCID: PMC8812779. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [43].“COVID-19 in 2021: the potential effect on hospital revenues | AHA.” Accessed 2022 Oct 19. https://www.aha.org/guidesreports/2021-02-23-covid-19-2021-potential-effect-hospital-revenues.
- [44].Ghaderi, H, Stowell JR, Akhter M, et al. “Impact of COVID-19 pandemic on emergency department visits: a regional case study of informatics challenges and opportunities.” AMIA Annual Symposium Proceedings 2021, San Diego, CA (2022, Feb 21): 496–505. [PMC free article] [PubMed] [Google Scholar]
- [45].Nishimura Y, Miyoshi T, Sato A, et al. Burnout of healthcare workers amid the COVID-19 pandemic: a follow-up study. Int J Environ Res Public Health. 2021 Nov 4;18(21):11581. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [46].Ahmady S, Kallestrup P, Mehdi Sadoughi M, et al. Distance learning strategies in medical education during COVID-19: a systematic review. J Educ Health Promot. 2021;10:421. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [47].Pam N, MacRury S, van Woerden HC, et al. Evaluation of technology-enhanced learning programs for health care professionals: systematic review. J Med Internet Res. 2018 Apr 11;20(4):e131. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [48].Regmi K, Jones L. A systematic review of the factors - enablers and barriers - affecting e-learning in health sciences education. BMC Med Educ. 2020 Mar 30;20(1):91. [DOI] [PMC free article] [PubMed] [Google Scholar]
- [49].Aacom AAMC, Acgme ECFMG. Transition in a time of disruption: practical guidance to support learners in the transition to graduate medical education, Updated April 2022