Effectiveness of eLearning programme for capacity building of healthcare professionals: a systematic review.

BACKGROUND: The effectiveness of eLearning in enhancing healthcare professionals' capacity has received substantial attention globally. This review sought to synthesis evidence on the effectiveness of various types of eLearning programmes, and the facilitators and barriers to its use. METHODS: The review was guided by Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines. Four main databases (PubMed, Web of Science, JSTOR, and Scopus) in July 2023 and 44 articles met the eligibility criteria and were included in the review. The JBI critical appraisal checklist was used to appraise the methodological quality of the studies. The data were examined using narrative review to determine the effectiveness of the intervention as well as the barriers and facilitators to its use. RESULTS: This review found that asynchronous, synchronous, blended, and self-learning methodologies are effective eLearning approaches for continuous professional development. Previous positive experiences, user-friendly interfaces and relevance of the eLearning content to daily practice are critical elements that facilitate eLearning usage. Poor computer competence and literacy, lack of personal computers and high family duties were the main personal factors that hindered eLearning use. Some systemic barriers included; heavy workloads, shortage of specialised eLearning facilitators poor management involvement, and technical inadequacies within the ICT departments. Environmental issues such as poor infrastructure, including limited internet and frequent power outages acted as barriers. CONCLUSION: The review highlights the effectiveness of various eLearning approaches among health professionals and presents the disparities between developing and developed economies in relation to the facilitators and barriers.

Digital learning in nursing education: lessons from the COVID-19 lockdown.

BACKGROUND: The COVID-19 pandemic necessitated a swift transition to e-learning, significantly impacting nursing education due to its reliance on practical, hands-on experiences and the critical role nurses play in healthcare. Nursing students need to achieve high levels of clinical competence through experiences traditionally obtained in clinical settings, which e-learning had to replicate or supplement. Understanding the unique challenges faced by nursing students in e-learning environments is crucial for developing educational strategies that enhance learning outcomes and contribute to improved patient care. This study aimed to explore the experiences of nursing students and newly qualified nurses (as students) with e-learning during the COVID-19 lockdown, focusing on how it influenced their learning and professional development. METHOD: This exploratory and descriptive study employed qualitative interviews with 31 participants, including full-time nursing students, part-time nursing students, and newly qualified nurses (as nursing students). Conducted online via Zoom during February and March 2022. RESULTS: The findings suggest that integrating small group interactions and employing strategic pedagogical support can enhance e-learning effectiveness. However, barriers such as technological difficulties, psychological challenges, and social isolation were also identified. Understanding these unique opportunities and challenges can help educational institutions optimize e-learning strategies, ensuring nursing students are well-prepared for their crucial roles in healthcare. CONCLUSION: The rapid shift to e-learning due to the COVID-19 pandemic presented challenges such as technological, psychological and social aspects, but also opportunities to rethink and enhance nursing education delivery. Implementing appropriate pedagogical e-learning strategies, such as scaffolding and small group learning, can better prepare nursing students for their essential roles in healthcare. This study contributes to the body of knowledge on digital education and provides a foundation for future research aimed at optimizing e-learning in nursing education.

Impact of academic self-efficacy on online learning outcomes: a recent literature review.

In recent years, the concept of self-efficacy has garnered attention in educational psychology research on motivation. Within an academic context, academic self-efficacy (ASE) reflects learners' belief in their ability to achieve educational goals. However, most research has focused on traditional face-to-face classroom settings, with little exploration in distance learning environments like online and e-learning. The current review aims to update a previous study (Yokoyama, 2019[40]) and examine differences in online learning types: asynchronous, synchronous, and blended learning. The study's findings reveal that in mixed environments combining synchronous and asynchronous elements, or in blended settings merging face-to-face classes with asynchronous learning, ASE positively impacts academic performance akin to traditional face-to-face classes. However, in asynchronous online learning environments, ASE's influence on academic performance might be slightly weaker compared to synchronous learning environments. The paper will subsequently discuss the pedagogical implications derived from these results.

From simulation to surgery, advancements and challenges in robotic training for radical prostatectomy: a narrative review.

BACKGROUND AND OBJECTIVE: The landscape of surgical training is undergoing transformative changes, especially in the realm of robot-assisted procedures like radical prostatectomy (RARP). This narrative review explores the evolving methodologies and innovations in RARP training, emphasizing the shift from traditional training approaches, such as the Halsted method, to more scientific methods like proficiency-based progression (PBP). The rationale for the review stems from the increased adoption of robot-assisted surgery and the resulting increase in associated adverse events reported in the United States. The Patient Safety in Robotic Surgery (SAFROS) project initiated by the European Commission of the World Health Organization emphasized the importance of structured training programs for robotic surgeons. However, the review points out the limited availability of standardized curricula for RARP training, leading to non-homogeneous training worldwide. METHODS: PubMed was searched primarily for the following topics: training AND robotic AND prostatectomy; robotic training AND prostatectomy AND learning; simulator AND robotic AND prostatectomy. Literature was selected based on historical significance and landmark studies as well as publications published after 2000. References from select studies were additionally included. KEY CONTENT AND FINDINGS: The advent of robotic surgery, especially in RARP, demands unique skills necessitating specialized training. The review delves into the diverse stages of robotic surgery training, starting with e-learning and progressing through virtual reality simulators, dry and wet laboratories, culminating in modular console training. Each training stage plays a critical role, addressing the challenges posed by new technologies and tools. CONCLUSIONS: The ever-evolving landscape of surgical training underscores the critical need for globally standardized, effective, and accessible programs. PBP emerges as a promising methodology, and technological advancements open new possibilities for telementoring via platforms like 5G. This review emphasizes the imperative to equip surgeons with the requisite skills for intricate procedures like RARP, addressing current challenges while anticipating the future developments in this dynamic field.

Harnessing Innovative Technologies to Train Nurses in Suicide Safety Planning With Hospital Patients: Formative Acceptability Evaluation of an eLearning Continuing Education Training.

BACKGROUND: Suicide is the 12th leading cause of death in the United States. Health care provider training is a top research priority identified by the National Action Alliance for Suicide Prevention; however, evidence-based approaches that target skill building are resource intensive and difficult to implement. Novel computer technologies harnessing artificial intelligence are now available, which hold promise for increasing the feasibility of providing trainees opportunities across a range of continuing education contexts to engage in skills practice with constructive feedback on performance. OBJECTIVE: This pilot study aims to evaluate the feasibility and acceptability of an eLearning training in suicide safety planning among nurses serving patients admitted to a US level 1 trauma center for acute or intensive care. The training included a didactic portion with demonstration, practice of microcounseling skills with a web-based virtual patient (Client Bot Emily), role-play with a patient actor, and automated coding and feedback on general counseling skills based on the role-play via a web-based platform (Lyssn Advisor). Secondarily, we examined learning outcomes of knowledge, confidence, and skills in suicide safety planning descriptively. METHODS: Acute and intensive care nurses were recruited between November 1, 2021, and May 31, 2022, to participate in a formative evaluation using pretraining, posttraining, and 6-month follow-up surveys, as well as observation of the nurses' performance in delivering suicide safety planning via standardized patient role-plays over 6 months and rated using the Safety Plan Intervention Rating Scale. Nurses completed the System Usability Scale after interacting with Client Bot Emily and reviewing general counseling scores based on their role-play via Lyssn Advisor. RESULTS: A total of 18 nurses participated in the study; the majority identified as female (n=17, 94%) and White (n=13, 72%). Of the 17 nurses who started the training, 82% (n=14) completed it. On average, the System Usability Scale score for Client Bot Emily was 70.3 (SD 19.7) and for Lyssn Advisor was 65.4 (SD 16.3). On average, nurses endorsed a good bit of knowledge (mean 3.1, SD 0.5) and confidence (mean 2.9, SD 0.5) after the training. After completing the training, none of the nurses scored above the expert-derived cutoff for proficiency on the Safety Plan Intervention Rating Scale (≥14); however, on average, nurses were above the cutoffs for general counseling skills per Lyssn Advisor (empathy: mean 4.1, SD 0.6; collaboration: mean 3.6, SD 0.7). CONCLUSIONS: Findings suggest the completion of the training activities and use of novel technologies within this context are feasible. Technologic modifications may enhance the training acceptability and utility, such as increasing the virtual patient conversational abilities and adding automated coding capability for specific suicide safety planning skills. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): RR2-10.2196/33695.

Investigating the immediate and mid-term effect of a gamified e-learning platform for the enhancement of traffic knowledge and skills among Vietnamese adolescents operating powered two-wheelers.

INTRODUCTION: Traffic crashes caused by adolescents are being assessed as particularly serious and a common concern of society as a whole. Improving traffic knowledge and skills is crucial in reducing adolescent traffic crashes. OBJECTIVES: This study aimed to investigate the effects of a gamified e-learning platform on traffic knowledge and skills among adolescents (aged 15-18) in Vietnam. METHOD: Using a pretest-posttest design, this quasi-experimental study, included 350 participants within the intervention group and 350 participants within the control group. All participants were selected from three high schools in Ho Chi Minh City in Vietnam. Intervention group participants got a gamified traffic safety learning experience with a gamified e-learning platform, while control group participants received general traffic safety education through conventional methods using short videos. The effect was measured via tests focusing on traffic knowledge and skills. Data were subsequently collected from both groups before (i.e., pretest) and immediately after (i.e., posttest 1) following the education. In addition, within the intervention group also a second posttest (i.e., posttest 2) was conducted six months after following the education. RESULTS: A significant increase in scores on posttest 1 compared to the pretest was found in the intervention group but not in the control group. Also, among the intervention group, the scores in posttest 2 were significantly better than those in the pretest, however, there was no difference in scores between posttest 1 and posttest 2. CONCLUSION: The results of this study indicated that the gamified e-learning platform cannot only improve participants' knowledge of traffic safety but also help participants retain such knowledge for at least six months. PRACTICAL IMPLICATIONS: The study findings can reinforce the important role of traffic safety education in improving adolescent traffic knowledge and skills.

E-learning pills on immunotherapy in urothelial carcinoma: The E-PIMUC program for continuing medical education.

Background: The high incidence and mortality rates of urothelial carcinoma mean it remains a significant global health concern. Its prevalence is notably pronounced in industrialized countries, with Spain registering one of the highest incidences in Europe. Treatment options are available for various stages of bladder cancer. Moreover, the management landscape for this disease has been significantly transformed by the rapid advances in immunotherapy. Healthcare professionals who diagnose, treat, and follow up with bladder cancer patients need comprehensive training to incorporate these advances into their clinical practice. To bridge these knowledge gaps, we set up the E-PIMUC program to educate healthcare professionals on bladder cancer management and specifically immunotherapy. Methods: E-PIMUC used an innovative microlearning methodology comprising bitesize learning pills that support efficient acquisition of specialized expertise. We used a mixed methods, quantitative and qualitative approach to assess the success of the E-PIMUC program. Data collection encompassed pre-post testing, participation metrics, satisfaction surveys, and self-perceived performance assessments. Results: A total of 751 healthcare professionals enrolled in the program. Of these, 81.0% actively engaged with the content and 33.2% passed all tests and were awarded the course certificate and professional credits. The course received satisfaction ratings of 94.3% to 95.1% and significantly improved the declarative knowledge of participants who had a range of professional profiles (p < 0.001). Participants reported increased confidence in applying immunotherapy principles in their practice (average improvement of 1.4 points). Open-ended responses also underscored participants' perceived benefits, including expanded knowledge and enhanced patient interaction skills. Conclusion: The E-PIMUC program provided effective, comprehensive, cutting-edge training on bladder cancer management, particularly on the use of immunotherapy in this area of oncology. The high participation rates, positive satisfaction scores, substantial knowledge enhancement, and improved self-perceived performance, are all testament to the program's success. E-PIMUC was endorsed by regulatory bodies as a trusted educational resource in urothelial carcinoma management. What is more, complementary initiatives brought together patients and medical experts to foster a holistic, patient-centered approach to the complexities of bladder cancer care.

Effectiveness of the Stroke e-Learning Module on Malaysian Doctors' Knowledge of Acute Ischaemic Stroke Management.

Background: The Stroke e-Learning Module (SEM) is a nationwide initiative to improve stroke care in Malaysia. This study aimed to assess the module's effectiveness in improving knowledge on acute ischaemic stroke (AIS) management among Malaysian doctors. Methods: This was a pre-post study design. Medical officers, specialists and general practitioners from various disciplines who work in healthcare facilities in Malaysia were recruited virtually from those who registered for the SEM on the Docquity platform between 1 February 2021 and 31 January 2022. The Acute Stroke Management Questionnaire (ASMaQ), an existing validated questionnaire, was used to measure the doctors' knowledge of AIS management before and after the SEM. The ASMaQ had three domains: i) general stroke knowledge (GSK), ii) hyperacute stroke management (HSM) and iii) advanced stroke management (ASM). The paired t- and the McNemar-tests were used to evaluate the effectiveness of the module. Results: One hundred and seventy-one participants voluntarily responded to the pre- and post-module questionnaires. The paired t-test revealed statistically significant improvement for the ASM knowledge scores (mean difference = 2.5; 95% CI: 1.8, 3.2; P < 0.001). The baseline proportion of participants with good knowledge of GSK, HSM and ASM were 92.4%, 64.9%, and 76%, respectively. The McNemar test showed that approximately 14% of the participants had significant improvement in ASM knowledge (P < 0.001). However, no significant changes were noted for GSK (-0.6%) and HSM (4.1%). Conclusion: The SEM has been shown to increase Malaysian doctors' knowledge on ASM. However, greater effort should be made to improve GSK and HSM knowledge, particularly in areas related to stroke thrombolysis.

Only a matter of time? Using logfile data to evaluate temporal motivation theory in university students' examination preparation.

BACKGROUND: While previous research has emphasized the importance of personal beliefs (expectancy-value theories) for achievement-motivated behaviour, it lacks the integration of temporal factors that are also discussed as important drivers of achievement-motivated behaviour. Temporal Motivation Theory (TMT) combines both approaches in a formalized manner. AIMS: Although TMT is supported by empirical studies with self-reported academic procrastination, it has not been tested on actual achievement-motivated behaviour. MATERIALS & METHODS: We evaluated the predictive power of the TMT on N = 2351 learning days of 127 psychology students' self-regulated examination preparation for statistics over the course of one semester using logfile data of an e-learning system. RESULTS: The proposed TMT score, incorporating expectancy and value beliefs, sensivitiy to delay, and actual time till examination predicted students' achievement-motivated behaviour significantly. DISCUSSION: Further analyses revealed that not the trait compositions of the TMT, but the temporal proximity of the statistics examination was the main driver of this association. CONCLUSION: The results have important implications for understanding the factors that shape students' motivation to learn and subsequent academic success in actual learning situations. Thus, research should continue to take situational aspects, especially the temporal proximity of goals more into account.

An e-learning platform for clinical reasoning in cardiovascular diseases: a study reporting on learner and tutor satisfaction.

BACKGROUND: Medical students gain essential skills through hospital training and internships, which complement their theoretical education. However, virtual patient platforms have been shown to effectively promote clinical reasoning and enhance learning outcomes. This study evaluates a web-based platform designed for learning clinical reasoning in cardiovascular diseases, detailing its functionalities and user satisfaction. METHODS: The Virtual Patient platform presents medical students with clinically valid scenarios, encompassing stages such as patient description, anamnesis, objective examination, presumptive diagnosis, health investigations, treatment planning, complications, differential and final diagnoses, and prognosis. Scenarios are generated either automatically or manually by professors, based on labeled and annotated clinical data. The Virtual Patient contains two types of medical cases: simple scenarios describing patients with one pathology, and complex scenarios describing patients with several related pathologies. The platform was evaluated by a total of 210 users: 178 medical students, 7 professors, and 25 engineering students, using questionnaires adjusted for each evaluation round to assess satisfaction and gather feedback. The evaluation by medical students was performed in four rounds, each round corresponding to successive enhancements of the platform functionalities and addition of new cases, with a total number of 1,098 evaluation sessions. RESULTS: The platform was evaluated at different implementation stages, involving simple and complex scenarios for various heart diseases. The majority of students found the platform very useful (82.58%), with significant appreciation for its features and functionalities, for example the dialogue module supporting natural language interactions in Romanian and English or the feed-back obtained during interaction. Professors highly valued the platform's flexibility in scenario generation, real-time feedback provision, and data management capabilities. They appreciated the possibility to provide feedback and score student performance in real-time or after the session, though some professors suggested improving the explainability of the scores. CONCLUSIONS: The Virtual Patient platform enables medical students to virtually replicate hospital interactions, diagnose patients, and plan treatments in clinically valid scenarios for cardiovascular diseases. User evaluations demonstrated high satisfaction and appreciation for the platform's features. Future work will focus on expanding medical cases, enhancing the dialogue module, improving scenario generation for complex cases, and extending the synthetic data generation component to produce additional types of medical investigations.

Challenges of distance learning encountering nursing students after the COVID-19 pandemic: a study from the Middle East.

BACKGROUND: The COVID-19 pandemic necessitated an abrupt transition to online learning in nursing education, presenting unprecedented challenges. This research aims to comprehensively assess the challenges faced by nursing students during this transition, exploring key issues, recommending strategies, and analyzing their impact on student perceptions. METHODS: Using a cross-sectional design, the study surveyed 941 nursing students across eight Arab countries-Jordan, Iraq, Lebanon, Palestine, Oman, KSA, UAE, and Egypt-to ensure a representative sample and enhance external validity. Data collection involved a thorough survey covering academic, technological, and administrative challenges. Reliability analysis, descriptive statistics, and variance analysis using Kruskal -Wallis and Mann-Whitney tests were conducted to examine differences between countries and sociodemographic variables. RESULTS: Descriptive statistics revealed significant demographic disparities. Single individuals in Jordan and those with lower family income in Palestine and Lebanon reported notably higher challenges. Female students in Iraq and Lebanon perceived greater challenges compared to males. Students pursuing diplomas in Jordan and bridging programs in Lebanon faced elevated difficulties. Governmental university students in Lebanon and private university students in Jordan encountered distinct challenges. Lack of available internet was particularly challenging in Jordan and Lebanon, whereas students using tablets in Lebanon and laptops in Palestine reported heightened challenges. Economic disparities, notably in family income, further hindered engagement with online learning materials. Across countries, academic challenges included managing coursework and accessing resources, exacerbated by administrative inefficiencies, especially in Palestine and Lebanon. Students in the UAE reported fewer challenges, facilitated by robust internet infrastructure and comprehensive institutional support. CONCLUSION: This study provides critical insights into the challenges faced by nursing students during the Middle East's online learning transition. Key challenges encompass technological issues, academic workload, and administrative inefficiencies, with significant disparities across countries. The findings underscore the urgent need for targeted interventions, particularly in Palestine, to enhance online learning experiences. Policymakers and educational institutions can leverage these insights to advocate for student-centric approaches and policy development aimed at improving online learning across the region.

Factors influencing nurses' satisfaction to online learning approach: a cross ICU analysis.

BACKGROUND: Given the increasing complexity of illnesses and rapid pace of technological advancements in professional training, it is vital to offer nurses ample opportunities to hone their clinical expertise and skills, particularly in ensuring the delivery of premier medical care. This study aimed to determine the factors and predictors influencing nurses' satisfaction with adopting mobile learning approaches in intensive care unit healthcare settings. Additionally, it sought to investigate the applicability of the technology acceptance model in explaining their inclinations and validating the measurement scales employed in the research. METHODS: The study employed a cross-sectional survey research design, utilizing a technology acceptance questionnaire and a learning satisfaction questionnaire. The survey was conducted in six intensive care unit departments. A total of 212 participants completed the survey as the primary instrument. Rigorous assessments were conducted to establish the content validity and ensure instrument reliability. RESULTS: The findings demonstrated that perceived usefulness was the most influential factor affecting nurses' intentions to embrace mobile learning approaches, with perceived ease of use emerging as the principal determinant of perceived usefulness. CONCLUSIONS: Incorporating mobile learning methodologies is paramount to increasing the calibration of professional nursing education programs. By effectively integrating digital information technology and tools, nursing educators can overcome teaching challenges, deliver innovative clinical nursing education content through mobile learning approaches, and foster optimal development in the field.

An Approach to the Design and Development of an Accredited Continuing Professional Development e-Learning Module on Virtual Care.

Unlabelled: Virtual care appointments expanded rapidly during COVID-19 out of necessity and to enable access and continuity of care for many patients. While previous work has explored health care providers' experiences with telehealth usage on small-scale projects, the broad-level adoption of virtual care during the pandemic has expounded opportunities for a better understanding of how to enhance the integration of telehealth as a regular mode of health care services delivery. Training and education for health care providers on the effective use of virtual care technologies are factors that can help facilitate improved adoption and use. We describe our approach to designing and developing an accredited continuing professional development (CPD) program using e-learning technologies to foster better knowledge and comfort among health care providers with the use of virtual care technologies. First, we discuss our approach to undertaking a systematic needs assessment study using a survey questionnaire of providers, key informant interviews, and a patient focus group. Next, we describe our steps in consulting with key stakeholder groups in the health system and arranging committees to inform the design of the program and address accreditation requirements. The instructional design features and aspects of the e-learning module are then described in depth, and our plan for evaluating the program is shared as well. As a CPD modality, e-learning offers the opportunity to enhance access to timely continuing professional education for health care providers who may be geographically dispersed across rural and remote communities.

Training approaches for the dissemination of clinical guidelines for NSSI: a quasi-experimental trial.

BACKGROUND: Non-suicidal self-injury (NSSI) is of high clinical relevance due to its high prevalence and negative long-term implications. In 2016, the German consensus-based clinical guidelines for diagnostic, assessment and treatment of NSSI in childhood and adolescence were published. However, research indicates that clinical guidelines are often poorly implemented in clinical practice. One crucial part of this process is the training of healthcare professionals to transfer knowledge and capacities to bring guideline recommendations into clinical practice. METHODS: The effect of three different dissemination strategies (printed educational material, e-learning, and blended-learning) on the NSSI guidelines´ recommendations was examined among 671 physicians and psychotherapists via an online-survey. The quasi-experimental study included three measurement points (before the training, after the training, 3-month follow-up) and mixed effects models were used to test for changes in knowledge, competences and attitudes toward NSSI and treatment. Moreover, the transfer of gained competences to practical work and user satisfaction were reviewed. RESULTS: With all three training formats, the intended changes of the outcome variables could be observed. Hereby, the printed educational material condition showed the lowest improvement in the scores for the 'negative attitudes toward NSSI and those who self-injure'. The training effect remained stable throughout the follow-up measurement. The highest application rate of acquired intervention techniques in clinical practice was reported for the blended-learning condition. For all three training strategies, user satisfaction was high and evaluation of training quality was positive, with printed educational material receiving the lowest and blended-learning the highest evaluations. CONCLUSIONS: In summary, all three training formats were perceived to be of high quality and seem to be suited to cover the needs of a heterogeneous group of physicians and psychotherapists. The choice of training method could be driven by considering which training goals are desired to be achieved and by the benefit-cost ratio allowing for tailored training approaches.

E-Learning Strategies Implemented by Instructors for Individuals with Hearing Impairment.

The current study aims at exploring the strategies used by instructors to deal with e-learning of individuals with hearing impairment and identifying barriers encountered by instructors of individuals with hearing impairment through a telephonic interview. A set of validated probes was created, and a semi structured interview was conducted with 12 instructors who teach individuals with hearing impairment. The obtained data was subjected to inductive content analysis. Two major themes emerged from the data; challenges encountered by instructors and strategies adopted by instructors. Several subthemes and codes were grouped under each theme. Overall, the study indicated the need for extensive research concerning e-learning for individuals with hearing impairment.

Online Medical Education During the COVID-19 Pandemic: Experience and Perception of Second-Year Bachelor of Medicine and Bachelor of Surgery (MBBS) Students in a Tertiary Care Hospital in Assam, India.

Introduction  The onset of the COVID-19 pandemic-imposed changes in educational practices worldwide. It forced medical institutions to adapt to an online teaching mode, which has advantages and disadvantages. The present study aims to investigate the perceptions of medical students regarding online learning during COVID-19. Purpose This study assesses whether online teaching methods are feasible, suitable, preferred, and effective compared to traditional in-class teaching for Bachelor of Medicine and Bachelor of Surgery (MBBS) students. Methodology It is a cross-sectional descriptive study conducted on 120 second-year MBBS students of Silchar Medical College, Silchar, India. Using Google Forms, a closed-ended pre-formed questionnaire was distributed to the students to get feedback on the advantages and challenges of online learning. The respondents were prompted to respond to the questions on a Likert scale ranging from 1 to 5. The data were analyzed using Excel 16 (Microsoft® Corp., Redmond, WA). Results The majority of the participants positively supported the feasibility, suitability, utility, and effectiveness of online learning. The most preferred online web conferencing platform for e-learning in the survey was Google Classroom. Despite the advantages, online medical education was limited by network-related issues and a lack of socializing with peers. Moreover, looking forward, about 90% of the students preferred online or a combination of online and classroom teaching. Conclusion The study highlights the positive attitude toward online education among second-year MBBS Students in a tertiary care hospital in Assam. It provides valuable insights into the challenges faced in e-learning in medical education, forming the groundwork for devising future education strategies.

Acceptance of e-learning and associated factors among postgraduate medical and health science students at first generation universities in Amhara region, 2023: using modified technology acceptance model.

BACKGROUND: Electronic learning is the process of remote teaching and learning through the use of electronic media. There is a dearth of research on the factors influencing e-learning acceptance in Ethiopia using the modified technology acceptance model (TAM). Previous research appears to have overlooked the mediating impact of factors on e-learning acceptability Therefore, the present study aimed to assess the acceptance of e-learning and its associated factors among postgraduate medical and health science students by applying TAM at first-generation universities in the Amhara region. METHODS: This institutional-based cross-sectional study was conducted from March 15 to April 20, 2023, at Amhara First Generation University, Ethiopia. A total of 659 students participated in the study. A self-administered questionnaire in the Amharic language was used to collect the data. SEM analysis was employed to test the proposed model and the relationships among factors using SPSS version 25 and AMOS version 26. RESULTS: The proportion of postgraduate students who agreed to use e-learning was 60.7%, 95% CI (56.9-64.4). SEM analysis revealed that perceived ease of use (ß = 0.210, p < 0.001), attitude (ß = 0.377, p < 0.001) and perceived usefulness (ß = 0.330, p < 0.001) had positive direct relationships with acceptance of e-learning. Perceived usefulness (ß = 0.131, p < 0.001), and perceived ease of use (ß = 0.029, p < 0.01) significantly mediate the relationship between self-efficacy, and acceptance of e-learning. Accessibility had a positive indirect effect on acceptance of e-learning through perceived ease of use (ß = 0.040, p < 0.01). Facilitating condition had a positive indirect on acceptance of e-learning through perceived ease of use (ß = 0.070, p < 0.01), and perceived usefulness (ß = 0.084, p < 0.001). CONCLUSION AND RECOMMENDATION: Overall, the proportion of postgraduate students who accepted e-learning is promising. Perceived ease of use perceived usefulness, and attitude had positive direct effects on the acceptance of e-learning. Facilitating conditions and self-efficacy had positive indirect effects on the acceptance of e-learning. Thus, implementers need to prioritize enhancing the provision of devices, students' skills, and knowledge of e-learning by providing continuous support to improve students' acceptance of the use of e-learning.

The Double-Edged Sword of Online Learning for Ethnoracial Differences in Adolescent Mental Health During Late Period of the COVID-19 Pandemic in the United States: National Survey.

BACKGROUND: Despite several theories suggesting online learning during the COVID-19 pandemic would aggravate ethnoracial disparities in mental health among adolescents, extant findings suggest no ethnoracial differences in mental health or that those from minoritized ethnoracial groups reported better mental health than their White counterparts. OBJECTIVE: This study aimed to identify why findings from prior studies appear to not support that ethnoracial disparities in mental health were aggravated by testing 2 pathways. In pathway 1 pathway, online learning was associated with reporting fewer confidants, which in turn was associated with poorer mental health. In pathway 2, online learning was associated with reporting better sleep, which in turn was associated with better mental health. METHODS: We analyzed survey data from a US sample (N=540) of 13- to 17-year-olds to estimate how school modality was associated with mental health via the 2 pathways. The sample was recruited from the AmeriSpeak Teen Panel during spring of 2021, with an oversample of Black and Latino respondents. Ethnoracial categories were Black, Latino, White, and other. Mental health was measured with the 4-item Patient Health Questionnaire, which assesses self-reported frequency of experiencing symptoms consistent with anxiety and depression. School modality was recorded as either fully online or with some in-person component (fully in-person or hybrid). We recorded self-reports of the number of confidants and quality of sleep. Covariates included additional demographics and access to high-speed internet. We estimated bivariate associations between ethnoracial group membership and both school modality and mental health. To test the pathways, we estimated a path model. RESULTS: Black and Latino respondents were more likely to report being in fully online learning than their White counterparts (P<.001). Respondents in fully online learning reported fewer confidants than those with any in-person learning component (ß=-.403; P=.001), and reporting fewer confidants was associated with an increased likelihood of reporting symptoms consistent with anxiety (ß=-.121; P=.01) and depression (ß=-.197; P<.001). Fully online learning respondents also reported fewer concerns of insufficient sleep than their in-person learning counterparts (ß=-.162; P=.006), and reporting fewer concerns was associated with a decreased likelihood of reporting symptoms consistent with anxiety (ß=.601; P<.001) and depression (ß=.588; P<.001). Because of these countervailing pathways, the total effect of membership in a minoritized ethnoracial group on mental health was nonsignificant. CONCLUSIONS: The findings compel more nuanced discussions about the consequences of online learning and theorizing about the pandemic's impact on minoritized ethnoracial groups. While online learning may be a detriment to social connections, it appears to benefit sleep. Interventions should foster social connections in online learning and improve sleep, such as implementing policies to enable later start times for classes. Future research should incorporate administrative data about school modality, rather than relying on self-reports.

A Mixed Methods Pilot Study to Evaluate User Engagement with MedMicroMaps: A Novel Interactive E-learning Tool for Medical Microbiology.

Educators are witnessing the unfolding of the era of artificial intelligence, raising the question of how to transfer the benefits of yesterday's pedagogy to the future of education. An interactive digital mind map of infectious diseases was developed for second-year medical students (n = 865). Analysis of user engagement showed global distribution with 498 QR scans on a single day. Student responses (n = 79, 9.1% response rate) indicated positive feedback on the resources of Extremely Satisfied (range 65-75%, n = 59-51). The findings of the study support further expansion of MedMicroMaps to cross-platform interfaces with adaptations for diverse audiences within allied health fields. Supplementary Information: The online version contains supplementary material available at 10.1007/s40670-024-02047-3.

Customized Mobile App for Residents Rotating Through Pediatric Critical Care Unit.

Objective: Physicians often use mobile apps for patient care, but few apps are dedicated to pediatric critical care medicine (PCCM). This study developed a mobile app specifically for Pediatric Critical Care Unit (PICU) residents to aid their onboarding process and aimed to assess whether it could enhance their confidence and comfort levels. Method: From March 2020 to April 2021, 90 residents participated and completed pre- and post-rotation quizzes with 20 questions each. Quiz score differences between the control and app groups were analyzed using t-tests. A survey was also administered at the end of the rotation to compare comfort level and confidence in PCCM knowledge pre- and post-rotation. Results: Enrollment included 50 residents in the control group and 40 in the app group. The participation rate was 100%, but not all participants completed both quizzes and survey. The app group showed a significantly greater improvement in quiz scores from pre- to post-rotation compared to the control group (increase of 0.23 questions vs 1.67, p = 0.045). However, the two groups had no significant differences in confidence in PCCM knowledge (p = 0.246) or comfort levels (p = 0.776) in the PICU. Conclusions: This study found no significant difference in confidence levels between the App and control groups at the end of the PICU rotation. However, the App group outperformed the control group in knowledge assessments. Frequent use of the app likely reinforced essential concepts and facilitated adaptation to the PICU service. Overall, the app's positive impact on knowledge and adaptation indicates it is a valuable tool for enhancing medical residents' educational experiences in busy clinical environments.