Delivery Of Education Research Articles

The integration of Artificial Intelligence (AI) into undergraduate education

The incorporation of AI as a tool in educating undergraduates is a promising concept held with a great potential of positively influencing the learning process, learners’ experiences and institutional management systems. At the same time, it lifts essential moral issues that ought to be adequately addressed into new stages. The aim of this paper is to review literature on the subject of ethics in the application of AI in the context of an undergraduate degree program. Algorithmic choices for instructional design are another relevant ethical concern along with privacy and data protection, practitioners’ responsibilities, and the requisite levels of transparency, as well as the depersonalized and mechanized nature of learning management systems. The analysis reveals how the use of AI technology might deepen the social and economic inequities the students have described and how difficult it is to keep the students’ trust in cases when AI technology is not transparent. Also, the paper raises concerns related to several ethical issues and their consequences to students, teachers, and institutions on how strong ethical principles and policies to apply AI in the educational sectors. It is established that the use of AI in the delivery of undergraduate education has the potential of enhancing the effectiveness of learning(). Nonetheless, it is recommended that the integration of AI in the classroom must be done with reference to several ethical concerns so as to prevent further negative ramifications of the technology.

Covid-19 pandemic and student academic performance: a systematic review and meta-analysis

Abstract Background The COVID-19 pandemic led to widespread disruptions in educational systems globally, forcing a transition to remote learning modalities. This systemic change raised concerns about its potential impact on the academic performance of students in developmental ages. This systematic review and meta-analysis aimed to evaluate the association between the COVID-19 pandemic and academic performance among developmental-age students, quantifying the effect size using Cohen’s d. Methods We searched PubMed/MEDLINE, Scopus, and Embase for studies published up to December 2023 that assessed the impact of the COVID-19 pandemic on academic performance. The review was performed following the PRISMA 2020 guidelines. The quality of the included studies was evaluated using the Newcastle-Ottawa Scale. The pooled effect size was calculated using Cohen’s d, with its 95% confidence interval. The protocol has been registered in PROSPERO. Results Out of 3671 retrieved articles, 30 studies met the inclusion criteria, and 13 were suitable for meta-analysis, involving a combined total of 4,893,499 students. The Cohen’s d was -0.07 (95% CI = -0.10 to -0.03; p < 0.001), indicating a small but statistically significant decline in academic performance associated with the pandemic. Subgroup analyses revealed that mathematics suffered the most significant impact, with a Cohen’s d of -0.14 (95% CI = -0.18 to -0.10; p < 0.001). All the included studies were judged as moderate-high quality. Conclusions The COVID-19 pandemic has had a negative effect on the academic performance of students of developmental ages, particularly in mathematics. These findings highlight the need for targeted interventions to mitigate the educational setbacks caused by the pandemic, especially in core subjects where the decline in performance was most pronounced. Key messages • The COVID-19 pandemic has significantly disrupted educational systems worldwide, resulting in a small but statistically significant decline in academic performance among students of developmental ages. • The shift in educational delivery during the pandemic particularly affected learning outcomes in mathematics more than in other subjects.

Equipping prospective teachers for culturally and religiously sensitive sexuality education: curriculum reviews at Islamic universities in Indonesia

ABSTRACT Sexuality education is essential for equipping children to prevent sexual abuse and fostering understanding of their bodies, relationships, and boundaries. Early childhood education programs in Indonesia were recommended to integrate sexuality education courses tailored to child development and sensitive to religious and cultural contexts. This research employed qualitative methods to investigate the integration of sexuality education courses at eight Islamic universities in Indonesia. Data were collected through interviews with eight course instructors and documentation of their Semester Learning Plans, using content and thematic analysis. Findings revealed that while two universities offered dedicated sexuality education courses, six integrated them into child development and parenting psychology courses. Dedicated sexuality education courses had more comprehensive learning objectives compared to integrated approaches. Teaching methods predominantly included lectures, paper presentations, with some incorporating field studies and project-based learning. Challenges included credit allocation impacting study durations, which hindered the integration of specialized courses like sexuality education. Enhancing pedagogy and ensuring effective delivery of sexuality education were identified as crucial tasks requiring the refinement of curricula in early childhood education. This approach would enable prospective educators to impart knowledge sensitively, taking into account children’s developmental stages and cultural-religious norms.

Teachers perspectives on positive and inclusive sex education in Dutch secondary schools

Abstract Sex education in schools can play an important role in improving young people’s sexual health. Dutch youth are often dissatisfied with the sex education they receive at school; they want more attention to discussing pleasure, consent and diversity. While there have been various calls for positive and inclusive sex education over the past decade, still very few schools provide it. This study examined teachers’ perspectives on positive and inclusive sex education and documents the barriers teachers are confronted with in providing this type of sex education. Based on an online questionnaire survey of 508 sex education teachers, we examined the extent to which teachers possess the knowledge, attitudes and skills that facilitate the delivery of positive and inclusive sex education. We also held focus groups with 25 teachers from 10 schools and explored what they consider to be key barriers and best practices in teaching positive and inclusive sex education. Teachers overall have the knowledge, attitudes and skills that are needed to provide positive and inclusive sex education, but there is room for improvement, for example regarding knowledge on intersex individuals and the clitoris. Teachers experienced barriers at three levels: the personal level (e.g. personal discomfort), the classroom level (e.g., safety in the classroom) and the structural level (e.g. sex education not being part of the national curriculum; lack of time). Structural barriers seem to be at the basis of the barriers at the personal and classroom level. It is advised that positive and inclusive sex education gets a permanent place in the national curriculum. By developing concrete core objectives in the area of relationships, sexuality and diversity, for all grades, and by providing more extensive teacher training, teachers and schools will be facilitated to organize sex education in a more sustainable way. Key messages • Sex education teachers in the Netherlands desire better training to provide positive and inclusive sex education in the classroom. • Integrating sex education in the national curriculum would help teachers to address sexuality in a more sustainable way in the classroom.

Improving the efficiency of resource allocation in educational content delivery networks using the 1C:ESB integration bus

Learning Management Systems (LMS) play a key role in the educational process by providing students with various educational content and instructors with tools to monitor student knowledge and assess progress. However, as the number of students increases, the load on data transmission channels increases, which can lead to a decrease in the quality of learning. To solve this problem, Content Delivery Networks (CDN) are used to speed up the loading of websites and reduce the load on servers. CDN ensure the availability and security of websites and improve their scalability (resistance to smooth load growth) by distributing content across a network of servers around the world, allowing users to access content faster and more efficiently.Integration data exchange bus (Enterprise Service Bus, ESB) can be an effective tool for optimizing CDN content distribution algorithm. It allows integration of different systems and applications, enabling data exchange between them. This is particularly useful in the context of distance learning, which requires fast and reliable delivery of educational content, feedback, learning analytics, etc. Implementing an integration bus of data exchange with LMS-based distance learning system can be a key factor in ensuring an efficient and quality educational process. The article considers the properties and characteristics of the integration bus and justifies the use of the integration bus to optimize the algorithm of CDN content distribution, in particular in LMS.

In Situ Training to Improve Early Childhood Teachers’ Effective Instruction Delivery

ABSTRACT Noncompletion of teacher instructions is one of the most pervasive difficulties displayed in early childhood educations settings. Fortunately, there are a variety of effective strategies to prevent and address young children’s noncompletion of teacher instructions. However, teachers may require consultation and ongoing implementation support to effectively implement and sustain intervention delivery. As such, the purpose of this study was to test the effectiveness of in situ training with performance feedback delivered in the context of direct behavioral consultation for improving three early childhood teachers’ use of effective instruction delivery. Results indicated all three teachers increased accurate use of effective instruction delivery in target and generalization settings, with concomitant improvements in children’s response to instructions. Results, implications, limitations, and future direction are discussed.

An investigation of higher education in further education: preparing a new campus for higher education delivery

ABSTRACT One of the hallmarks of an ever-changing educational landscape is that students are paying considerably higher fees to study higher education courses, including those offered by college-based HE providers. As such, the student experience becomes of paramount importance to ensure student needs are met. To this end, this project sought to discover the best practice(s) needed to ensure a newly built campus is prepared to deliver college-based higher education (CBHE). Using a mixed-methods research design, the project investigated the new campus’ potential for further HE growth, particularly given that there is no higher education institute (HEI) presence in the location where the research took place. This research aimed to investigate how specific spaces at a new FE college campus can benefit HE students. By examining the design and utilisation of these spaces, the study seeks to understand their impact on student experience, community building, and the amplification of student voices in the decision-making process. The findings provide insights for policymakers and CBHE providers on creating supportive and inclusive learning environments that cater to the diverse needs of their student populations. The findings revealed that the HE student experience is constantly evolving, and demands for quality learning environments are increasing. In co-collaboration with a sample of existing students, a framework was established that colleges could use to purposefully improve their overall experience of studying higher education within a further education environment. This research is of use to policymakers, CBHE providers and their staff, and all stakeholders with a responsibility in CBHE.

The Return Journey: A Multivariate Analysis of Covid-19 Related Academic Pitfalls in Post-Secondary Business Education

Online instruction is not new and has not been such for over two decades. Despite this, it still presents challenges for faculty and students alike. Specifically, many faculty and students avoid online instruction because it does not fit their teaching or learning styles. A problem then occurs when this instructional methodology cannot be avoided. The current work looks at online instruction from before, during, and after COVID-19 (i.e., when faculty and students were not necessarily given a choice on the delivery of instruction) to assess any instructional quality gaps during this period. The results significantly impact a student’s classroom performance (i.e., grades earned) based on several factors. Results and future research are discussed.

Impact of teaching modality on soft skill development: Oral health literacy awareness skills assessed using standardized patient experiences.

Health literacy awareness is a crucial skill for health professionals, yet training may be lacking. Didactic lectures may improve health literacy awareness in future health professionals, however, compressed curricula may lead educators to consider the incorporation of eLearning into the delivery of health literacy education. E-modules have been shown to engage learners, yet little is known about their effectiveness in instilling behavioral change in learners' clinical communication skills. This study aimed to shed light on the impact of learning modality on dental students' ability to learn and translate soft skills into clinical settings. An e-module on health literacy awareness was created by the researchers with an equivalent lecture developed. Fifty-six dental students were randomly assigned to a control or intervention cohort (lecture or e-module) and all cohorts participated in standardized patient experiences to be assessed in a simulated but authentic patient care scenario. Pre- and post-intervention scores, simulation scores, and learner reflections were compared. Fifty-six students participated in the study. Post-intervention health literacy awareness knowledge increased for both intervention cohorts. In clinical simulation, intervention cohorts scored significantly higher on nearly all variables, with the lecture cohort scoring consistently better than e-learners. Both lecture and e-learning are effective learning modalities for promoting health literacy awareness, but dental students learning the subject via lecture may translate certain newly acquired soft skills more effectively in clinical scenarios.

Global initiatives and challenges in integrating artificial intelligence literacy in elementary education: Mapping policies and empirical literature

AbstractArtificial intelligence (AI) has permeated most facets of life in the 21st century and has rapidly transformed various aspects of modern society. From entertainment to education, these advanced technologies have achieved a high level of competency in skills that once necessitated human involvement. Given AI's potential impact, ensuring students are literate in AI will support the careful integration of these advanced technologies to achieve sustainable development goals. This review hence examines the avenues for integrating AI literacy into elementary education by analyzing current global initiatives focused on implementing AI literacy education. The purpose is to support innovations within the educational framework to develop a universally accessible AI literacy education program. In line with this purpose, this study explores worldwide AI literacy initiatives that use hands‐on activities, collaborative learning, and project‐based learning to introduce AI fundamentals to diverse learners. Limitations on the provision of AI literacy education are also discussed, including professional development, openness to AI tools, and other challenges. This review aims to inform global efforts to support universal access to AI literacy education, which can ensure equitable outcomes for all learners, emphasizing the need for collaborative efforts to support the development and delivery of quality AI literacy education.

Difficulties In Assisting Students With Special Educational Needs In Armenian Schools During History Lessons

Inclusive education in Armenia has changed quite much over the years, which were stipulated by various historical, socio-political, and economic changes. The system of inclusive education is oriented toward mainstreaming students with special needs into the common educational process in schools with an equal attitude toward providing all of them with appropriate education. This study is aimed at analyzing the present situation, obstacles, and management peculiarities of inclusive education in Armenia during the History lesson from the viewpoint of the history teachers. Within this frame, the current study used qualitative research methodology as a content-based approach to combine thought, emotions, ideas, and attitudes. It was intended to understand the experiences of history teachers in working with students with special educational needs and go deep to have a richer understanding of the research question. The findings of the study revealed that Armenian inclusive schools are facing various challenges in appropriately supporting students with special educational needs in the History learning environment. These areas of difficulty involve inadequate teaching differentiation to cater to the different learning needs, failure to cope with various students' comprehension levels, and lack of one-on-one attention in a mainstream class. Inadequate resource provision, limited teacher training, and poor specialized support complicate the effective delivery of history education for such learners even further.

A qualitative study on perceptions of adolescents' sexual and reproductive health education in Yogyakarta, Indonesia.

Sexual and reproductive health (SRH) education in Yogyakarta, Indonesia, is contentious due to societal and religious taboos in the Javanese Muslim community and being misunderstood as a potential catalyst for the premarital sex of unmarried adolescents. The existing practice of SRH education cannot guarantee reliable information about adolescent sexuality. The research aims to understand the intergenerational perception of SRH education conducted at high schools, which has not been comprehensively researched. This qualitative study was conducted in 2016 to explore the perspectives of adults and adolescents regarding school-based SRH education. Focus group discussions and individual interviews were used for data collection, while data analysis was conducted using a feminist perspective. The study identified gaps in the delivery of SRH education among Javanese Muslim, Indonesia. SRH education had not adequately addressed how adults and adolescents perceived sexuality as taboo due to moral panic about premarital sex and societal expectations placed on girls to maintain their virginity. Peer counsellors, responsible for imparting SRH information and facilitating communication with adolescents, reproduced adult moral values toward their peers, leading to a reluctance among adolescents to share their issues. Consequently, SRH education failed to reach those experiencing unwanted pregnancy or a toxic intimate relationship. The results of the study indicate the need to challenge intergenerational perceptions regarding sexuality and gender expectations to promote a positive gender perspective within SRH education in Indonesia.

Teachers’ Utilization of Information and Communication Technology and Learners’ Academic Performance

Several novel concepts and understandings in education can result from researching how teachers use information and communication technology (ICT) and how that use affects students’ academic achievement. It is on this premise that this paper aimed to determine the extent of teachers’ ICT utilization and its relationship with learners’ academic in a public secondary school, in one of the districts of a large size schools division in Central Philippines, during the School Year 2023-2024. Data needed for this descriptive study was collected from 42 respondents using a self-made 30-item questionnaire that has passed the rigorous tests of validity and reliability. This study employed appropriate statistical methods based on the stated objectives namely, frequency and percentage count, Mean, Mann-Whitney U-test and Spearman Rho. Data showed a great extent of teachers’ ICT utilization when analyzed regarding instructional delivery and computer peripherals and equipment. Meanwhile, learners’ academic performance was found to be very satisfactory. The results state that the relationship between extent of teachers’ ICT utilization in teaching and learners’ academic performance is interpreted as not significant, the extent of teacher’s utilization of Information and Communication Technology does not affect the learners’ academic performance. The study results call for the teachers to encourage using technology in delivering the lesson, and the higher authority may support the school in providing the needs of the teachers and students and equip educators with tangible abilities to enhance technology integration in classrooms, fostering creativity, collaboration, and continuous refinement of teaching and learning approaches. Keywords: Information and communication technology, instructional delivery, computer peripherals and equipment, Negros Occidental, Philippines.

Coping Mechanism of Teachers in the New Normal

The pandemic gave teachers a crucial role in facilitating and monitoring students’ growth despite difficulties and changes in the educational platform. Thus, in this context, this paper analyzed the teachers’ coping mechanisms in the New Normal in one of the Districts in a highly urbanized city in Central Philippines during the school year 2021 – 2022 as the basis for a Wellness Plan. Using census or complete enumeration, 122 high school teachers responded to a self-made, 30-item questionnaire, which has hurdled the validity and reliability tests. Data were subsequently analyzed according to the research problems stipulated in the study’s objectives. The study’s three major variables on teachers’ coping mechanisms were analyzed using the mean as one of the measures of central tendency. The ensuing analysis showed that curriculum implementation garnered a mean score of 4.37, interpreted as high. At the same time, instructional delivery obtained a mean score of 4.50, which was also interpreted as a very high level. Contrastingly, monitoring and evaluation garnered a mean score of 4.61, which is also interpreted as a very high level. The same data showed a high to very high level of coping mechanisms under all three mentioned sub-groupings. This paper advocates for the provision of necessary resources to support educators in developing their capacity, specifically in the areas of curriculum implementation, instructional delivery, and monitoring and evaluation systems for 21st-century pedagogy and assessment methods. Keywords: Teachers, coping mechanism, curriculum implementation, instructional delivery, monitoring and evaluation, Central Philippines

Difficulties Of Kindergarten Teachers In The Blocks Of Time

Teaching kindergarten comes with its fair share of challenges, but it can also be an incredibly rewarding experience watching your learners grow and learn during their time in school. In this context, this study aimed to determine the difficulties kindergarten teachers face in the blocks of time regarding learning domains, transition activities, and musical instruments. The study targeted 65 kindergarten teachers using a self-made questionnaire that passed stringent tests of validity and reliability to collect information from the respondents. The results revealed that kindergarten teachers’ level of difficulty in learning domain and transition activities was low, while musical instruments were high. In addition, there was no significant difference in the level of difficulties of kindergarten teachers in the blocks of time in terms of learning domains, transition activities, and musical instruments when compared according to age, civil status, number of training attended, and family income. The result provides evidence that kindergarten teachers need to improve themselves in the delivery of instruction in the kindergarten program and calls for conducting an enrichment plan focusing on learning domains, transition activities, and musical instruments in the kindergarten curriculum throughout the region. Keywords: Blocks of time, difficulties, kindergarten teachers, Bindoy, Negros Oriental.

Teachers’ Competence in Information and Communication Technology

By enhancing teachers’ competence in Information and Communication Technology (ICT). schools can better prepare students for success in a digitally driven world and empower them to become lifelong learners equipped with essential digital skills. In this context, this study aimed to determine the level of competence of teachers in the utilization of ICT in one of the public secondary schools in a large division of Central Philippines for the School Year 2020-2021 as basis for a capacity building plan. Overall, a very high level of competence in Microsoft Word application indicates that teachers have the skills, knowledge, and proficiency to achieve more in this software effectivity in their teaching practices, enhancing instructional delivery, resource creation, collaboration, and daily productivity in teaching learners every day. Overall, the Competence of Teachers in the Utilization of Information and Communication Technology signifies proficient in leveraging the software to enhance instructional delivery, facilitate resource creation, have collaboration and uphold daily productivity in teaching. Teachers demonstrate strong communication skills integrating technology to enrich the teaching and learning experience, inspiring student engagement in their daily educational endeavors. It hopes that the fruit of this research provides proper data to those people responsible for incorporating new technologies into the school teaching and learning advancement. Keywords: Education, Information and Communication Technology, teachers, students, competence, Negros Oriental, Philippines

More Than Body Parts: A New Ethos of Anatomy Education

Abstract A new ethos of anatomy education goes beyond the learning of body parts in the traditional curriculum. In the traditional curriculum, the focus of only providing information on the structure of the human body left certain learning opportunities overlooked, marginalized, or dismissed as irrelevant; thus, opportunities to foster and shape professional attributes in health care learners were lost. Furthermore, changes in curricula structures and reductions in anatomy teaching hours have necessitated a transformation in how anatomy education is perceived and delivered. This article presents an examination of a contemporary ethos of anatomy education that draws together concepts from teaching theory, educational trends, and emerging research to maximize the anatomy learning experience with body donors. Social constructivism, the spiral curriculum, and the hidden curriculum can be leveraged to facilitate a unique educational experience. Furthermore, contemporary perspectives on the ethics and history of anatomy that support contextual learning indicate how these subjects are well suited to authenticate and consolidate learning, while supporting the relational and humanistic delivery of health care education. When anatomy education is conceptualized as a first clinical experience in a health care curriculum, it provides the opportunity to develop and enhance professional identity formation at a foundational stage. By embracing and incorporating a wider range of considerations into educational practice, a new ethos for anatomy education fosters history-informed professional identity formation that offers transformative learning opportunities for an ethical practice in the art of healing.

Postpartum Management of Hypertensive Disorders of Pregnancy in Six Large U.S. Hospital Systems: Descriptive Review and Identification of Clinical and Research Gaps.

Hypertensive disorders of pregnancy (HDPs) are a key contributor to maternal morbidity and mortality. Several gaps in knowledge remain regarding best practices in the postpartum management of HDPs. In this review, we describe postpartum HDPs management among six large academic U.S. hospital systems: Medical College of Wisconsin, University of Pittsburgh, University of Wisconsin-Madison, Northwestern University, University of Minnesota, and Boston Medical Center. We identified that all six health systems discharge patients with HDPs diagnosed with a blood pressure (BP) cuff and use the same two antihypertensive medications, nifedipine and labetalol, as first- and second-line treatment of HDPs. Northwestern University routinely adds oral furosemide for 5 days for patients with BP that exceeds 150/100 mm Hg. Most hospital systems administer magnesium sulfate routinely when readmission for HDPs occurs. In contrast, there was variation in BP threshold for antihypertensive treatment initiation, use of remote BP monitoring program, use of a transition clinic, delivery or lack of education on long-term cardiovascular disease risk, and BP management through the first 6 weeks postpartum and beyond. Based on the clinical review, we identified clinical gaps and formulated considerations for research priorities in the field of postpartum HDPs management. KEY POINTS: · Several gaps in knowledge remain regarding best practices in postpartum management of HDPs.. · There is a variation in the BP threshold for antihypertensive treatment initiation.. · Data are lacking on the reduction in severe maternal morbidity (SMM) and racial disparities in SMM with remote monitoring..

Stress levels of science teachers when delivering distance education instruction in a state college during the COVID-19 pandemic

The COVID-19 pandemic has dramatically reshaped education worldwide, compelling institutions to rapidly adopt distance education models. Among those most affected are science educators, who face unique challenges in transitioning traditional classroom instruction to virtual platforms. Understanding the stressors experienced by science teachers during this shift is crucial not only for their well-being but also for the effectiveness of educational delivery. This study aims to investigate the stress levels and sources of stress experienced by science teachers at Zamboanga State College of Marine Sciences and Technology (ZSCMST) during the shift to distance education. The specific objectives were to determine the overall stress levels, identify the least stressful pre-identified causes of stress, compare the significance of different categories of stressors, and develop an intervention program based on the findings. A descriptive comparative research design with a quantitative approach was used, involving a purposive sample of 45 science teachers. Data were collected through a structured questionnaire, which included sections on demographic information, perceived stress levels, and specific stressors related to professional skills, technical skills, work-home conflict, and support systems. The data were analyzed using descriptive statistics and one-way ANOVA. The results indicated that science teachers experienced moderate to high levels of stress, with professional and technical skills being the most prominent stressors. Support systems, although somewhat helpful, still contributed to the overall stress levels. The findings highlight the need for targeted interventions to alleviate these stressors, such as professional development programs, enhanced support systems, and policies addressing work-home conflict. In conclusion, this study underscores the importance of addressing the specific stressors identified to improve the well-being of science teachers and the effectiveness of distance education. Further research is recommended to develop and evaluate interventions aimed at reducing teacher stress, enhancing teaching effectiveness, and understanding the long-term impact of these interventions in digital environments.

Association Between Pandemic-Related Instructional Delivery Modifications and Emergency Medical Technician (EMT) First Attempt Pass Rates

Background: The COVID-19 pandemic represents a sentinel event for healthcare and healthcare education alike. Mandatory shutdowns of educational institutions, combined with increased demand for skilled healthcare personnel, highlighted pre-existing challenges surrounding how to maintain a stable workforce. To ensure continuity of educational opportunities, many emergency medical services (EMS) educational institutions were forced to modify existing learning method to digital learning formats. This emergent transition unearthed concerns regarding the impacts alternative learning methods would have on entry-level EMS providers' learning outcomes and overall competency levels. The objective of this study was to investigate the impact of alternative instructional methods used for EMT education during the COVID-19 pandemic. Methods: The study is a retrospective review of prospectively collected data for EMT candidates from a single community college-based EMT program who completed a first attempt of the National Registry EMS Certification examination for EMT candidates from course sections ending between January 1, 2019, and December 31, 2020. Historical pre-COVID first attempt exam outcomes were compared to the first attempt outcomes of two alternative instructional methods –Emergency Remote (ER) and COVID Distance Learning Hybrid (DL). Results: The outcomes of 237 EMT students were evaluated. Remote and COVID Hybrid DL models compared to the traditional pre-COVID learning format. There was no significant difference in first attempt pass rates between students who participated in traditional learning, the Emergency Remote model (1.53 odds ratio), or the Distance Learning model (2.98 odds ratio). Conclusions: This study suggests that virtual learning is at least as effective as traditional formats in preparing students for the NREMT examination. Additional research is warranted regarding best practices for applying virtual learning modalities in EMS education.