Exploring Instagram To Promote Student Engagement in an Online Didactic Environment.
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ABSTRACT:
SUBMITTER: Ganjoo R
PROVIDER: S-EPMC8060131 | biostudies-literature |
REPOSITORIES: biostudies-literature
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Project description:The educational research is increasingly emphasizing the potential of student engagement and its impact on performance, retention and persistence. This construct has emerged as an important paradigm in the higher education field for many decades. However, evaluating and predicting the student's engagement level in an online environment remains a challenge. The purpose of this study is to suggest an intelligent predictive system that predicts the student's engagement level and then provides the students with feedback to enhance their motivation and dedication. Three categories of students are defined depending on their engagement level (Not Engaged, Passively Engaged, and Actively Engaged). We applied three different machine-learning algorithms, namely Decision Tree, Support Vector Machine and Artificial Neural Network, to students' activities recorded in Learning Management System reports. The results demonstrate that machine learning algorithms could predict the student's engagement level. In addition, according to the performance metrics of the different algorithms, the Artificial Neural Network has a greater accuracy rate (85%) compared to the Support Vector Machine (80%) and Decision Tree (75%) classification techniques. Based on these results, the intelligent predictive system sends feedback to the students and alerts the instructor once a student's engagement level decreases. The instructor can identify the students' difficulties during the course and motivate them through e-mail reminders, course messages, or scheduling an online meeting.
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Project description:The commitment of higher education to produce job-ready and highly competitive graduates requires that it endow graduates with broad knowledge and innovative technologies, including business skills facing various challenges of project-based digital learning for future achievement. The study aimed to analyze the effect of Project-Based Online Learning (PBOL) and student engagement on academic achievement. The research method used a mixed-method convergent parallel design. Qualitative data collection is through interviews, observational and documentation forms, and quantitative data is through questionnaires and portfolios. A qualitative data interpretation used content analysis, while quantitative data used the Two-Way ANOVA test. The results showed that students' perceptions of implementing the PBOL method and student engagement increased their academic performance to become new entrepreneurs through the experience they gained during project-based learning. This method could also create a fun learning atmosphere that affects student engagement behavior. The research contributes an alternative method for entrepreneurship lecturers to enhance their educational performance and success.
| S-EPMC9674908 | biostudies-literature
Project description:The COVID-19 pandemic caused unprecedented changes to educational institutions, forcing their closure and a subsequent shift to online education to cater to student learning requirements. However, successful online learning depends on several factors and may also vary between countries. As such, this cross-sectional study sought to investigate how engagement of university students, a major driver of online learning, was influenced by course content, online interaction, student acceptance, and satisfaction with online learning, as well as self-efficacy across nine countries (China, India, Iran, Italy, Malaysia, Portugal, Serbia, Turkey, and the United Arab Emirates) during the COVID-19 pandemic. Using a questionnaire-based approach, data collected from 6,489 university students showed that student engagement was strongly linked to perception of the quality of the course content and online interactions (p < .001). The current study also indicated that online interactions are a major determinant of academic efficacy but only if mediated by engagement within the online learning context. A negative correlation between student engagement and satisfaction with online learning was found, demonstrating the importance of students being engaged behaviorally, emotionally, and cognitively to feel satisfied with learning. Academic efficacy and student satisfaction were explained by course content, online interaction, and online learning acceptance, being mediated by student engagement. Student satisfaction and, to a lesser degree academic efficacy, were also associated with online learning acceptance. Overall, the structural equation model was a good fit for the data collected from all nine countries (CFI = .947, TLI = .943; RMSEA = .068; SRMR = .048), despite differences in the percentage variations explained by each factor (no invariance), likely due to differences in levels of technology use, learning management systems, and the preparedness of teachers to migrate to full online instruction. Despite limitations, the results of this study highlight the most important factors affecting online learning, providing insight into potential approaches for improving student experiences in online learning environments.
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Project description:ObjectiveTo explore the promotion of discretionary foods/beverages and marketing strategies employed by the top three online food delivery services' (OFDS) Instagram accounts in three countries before and during the coronavirus disease 2019 (COVID-19) pandemic.DesignPublicly available data were extracted for the top three OFDS Instagram accounts for Australia, United Kingdom (UK) and the United States of America (USA) from March to May 2019 and 2020. Food/beverage items from posts were classified as 'discretionary' or from the five food groups (FFG) according to the Australian Dietary Guidelines. Marketing strategies were coded using an existing framework. Posts referring to COVID-19 were coded under four marketing strategies: (i) appropriating frontline workers; (ii) combatting the pandemic; (iii) selling social distancing; and (iv) accelerating digitalisation.ResultsFrom 581 posts, 618 food/beverage items were shown, of which 69 % (427/618) were classified as discretionary. In 2019, the most used marketing strategies were product imagery (unbranded) (137/195, 70 %), links (111/195, 57 %) and sponsorships/partnerships (58/195, 30 %). In 2020, the most used were links (252/386, 68 %), product imagery (unbranded) (179/386, 49 %) and branding elements (175/386, 45 %). The most common COVID-19 marketing strategy was combatting the pandemic (76/123, 62 %) followed by selling social distancing (53/123, 43 %), appropriating frontline workers (34/123, 28 %) and accelerating digitalisation (32/123, 26 %).ConclusionsFollowing the COVID-19 pandemic, OFDS adapted their marketing, creating content with the theme of 'combatting the pandemic'. Due to the growing number of discretionary foods/beverages promoted on Instagram, this highlights the need for policy action to counter the potential influence social media platforms have on dietary behaviours.
| S-EPMC8280395 | biostudies-literature
Project description:Scientists are increasing their efforts to promote public engagement with their science, but the efficacy of the methods used is often not scientifically evaluated. Here, we designed, installed and evaluated the educational impact of interactive games on touchscreens at two primate research centres based in zoo environments. The games were designed to promote interest in and understanding of primates and comparative psychology, as a scaffold towards interest in science more generally and with the intention of targeting younger individuals (under 16's). We used systematic observational techniques and questionnaires to assess the impact of the games on zoo visitors. The games facilitated increased interest in psychology and science in zoo visitors, and changed the knowledge of visitors, through demonstration of learning about specific scientific findings nested within the games. The impact of such devices was greatest on younger individuals (under 16's) as they were significantly more likely to engage with the games. On the whole, therefore, this study demonstrates that interactive devices can be successful educational tools, and adds to the growing body of evidence that conducting research on public view in zoos can have a tangible impact on public engagement with science.
| S-EPMC4240600 | biostudies-literature
Project description:Abstract Engagement involves students’ investment in learning activities, as well as interrelated affective (emotive responses), behavioral (active responses), and cognitive (mental effort) components. This study assessed undergraduate student and instructor perceptions of the interrelated components of engagement during and after the rapid online transition of teaching in March 2020 due to the COVID‐19 pandemic. Fifteen courses—including laboratory, discussion‐based, large lecture, tutorial, and problem‐based learning—within a multi‐disciplinary faculty at a large research‐intensive Canadian university were surveyed to: (a) assess student and instructor perceptions of students’ levels of engagement during and after the rapid transition to online teaching due to the COVID‐19 pandemic; (b) describe which aspects of engagement were enhanced or diminished due to the rapid online transition; and (c) identify which learning activities students would find most engaging in an online setting so as to assist in developing student‐centered online pedagogical techniques. Student engagement was lower after the rapid online transition. Students who engaged by connecting with peers and instructors through in‐class discussion (affective engagement) had diminished engagement, whereas students who engaged by listening to lectures, reading course materials, and reviewing slides (cognitive engagement) had enhanced engagement. Overall, students found synchronous activities more engaging. Students experienced positive and negative outcomes related to classroom engagement when transitioning rapidly to online learning during a global pandemic.
| S-EPMC7995165 | biostudies-literature
Project description:ObjectiveThe objective of this study was to explore the outcomes of research engagement (patient engagement, PE) in the context of qualitative research.DesignWe observed engagement in two groups comprised of patients, clinicians and researchers tasked with conducting a qualitative preference exploration project in inflammatory bowel disease. One group was led by a patient research partner (PLG, partner led group) and the other by an academic researcher (RLG, researcher led group). A semistructured guide and a set of critical outcomes of research engagement were used as a framework to ground our analysis.SettingThe study was conducted online.ParticipantsPatient research partners (n=5), researchers (n=5) and clinicians (n=4) participated in this study.Main outcome measuresTranscripts of meetings, descriptive and reflective observation data of engagement during meetings and email correspondence between group members were analysed to identify the outcomes of PE.ResultsBoth projects were patient-centred, collaborative, meaningful, rigorous, adaptable, ethical, legitimate, understandable, feasible, timely and sustainable. Patient research partners (PRPs) in both groups wore dual hats as patients and researchers and influenced project decisions wearing both hats. They took on advisory and operational roles. Collaboration seemed easier in the PLG than in the RLG. The RLG PRPs spent more time than their counterparts in the PLG sharing their experience with biologics and helping their group identify a meaningful project question. A formal literature review informed the design, project materials and analysis in the RLG, while the formal review informed the project materials and analysis in the PLG. A PRP in the RLG and the PLG lead leveraged personal connections to facilitate recruitment. The outcomes of both projects were meaningful to all members of the groups.ConclusionsOur findings show that engagement of PRPs in research has a positive influence on the project design and delivery in the context of qualitative research in both the patient-led and researcher-led group.
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Project description:PURPOSE:A structured didactic radiation oncology clerkship curriculum for medical students is in use at multiple academic medical centers. Objective evidence supporting this educational approach over the traditional clerkship model is lacking. This study evaluated the curriculum efficacy using an objective knowledge assessment. METHODS AND MATERIALS:Medical students received the Radiation Oncology Education Collaborative Study Group (ROECSG) curriculum consisting of 3 lectures (Overview of Radiation Oncology, Radiation Biology/Physics, and Practical Aspects of Simulation/Radiation Emergencies) and a radiation oncology treatment-planning workshop. A standardized 20-item multiple choice question (MCQ) knowledge assessment was completed pre- and post-curriculum and approximately 6 months after receiving the curriculum. RESULTS:One hundred forty-six students at 22 academic medical centers completed the ROECSG curriculum from July to November 2016. One hundred nine students completed pre- and post-clerkship MCQ knowledge assessments (response rate 74.7%). Twenty-four students reported a prior rotation at a ROECSG institution and were excluded from analysis. Mean assessment scores increased from pre- to post-curriculum (63.9% vs 80.2%, P < .01). Mean MCQ knowledge subdomain assessment scores all improved post-curriculum (t test, P values < .01). Post-scores for students rotating de novo at ROECSG institutions (n = 30) were higher compared with pre-scores for students with ≥1 prior rotations at non-ROECSG institutions (n = 55) (77.3% vs 68.8%, P = .01), with an effect size of 0.8. Students who completed rotations at ROECSG institutions continued to demonstrate a trend toward improved performance on the objective knowledge assessment at approximately 6 months after curriculum exposure (70.5% vs 65.6%, P = .11). CONCLUSIONS:Objective evaluation of a structured didactic curriculum for the radiation oncology clerkship at early and late time points demonstrated significant improvement in radiation oncology knowledge. Students who completed clerkships at ROECSG institutions performed objectively better than students who completed clerkships at non-ROECSG institutions. These results support including a structured didactic curriculum as a standard component of the radiation oncology clerkship.
| S-EPMC6538302 | biostudies-literature
Project description:IntroductionThere has been a move to a "flipped classroom" (FC) in medical education. The FC promotes active learning and utilizes independent preparation prior to in-class sessions. Few studies have evaluated the effectiveness of the FC approach in medical education, specifically via virtual learning. The purpose of this study evaluates student and faculty perceptions of the FC approach and relationships between student engagement and performance.MethodThe first-year medical student psychiatry curriculum was redesigned with an FC approach and subsequently altered by COVID-19 to a virtual learning environment. A mixed-method approach was used to examine both qualitative assessment and quantitative performance data. Students and facilitators were invited to participate in surveys regarding the curriculum changes. Student performance data was collected via quizzes and examinations. Engagement was evaluated by student participation in National Board of Medical Examiners-style multiple-choice questions delivered via Top Hat®. Correlational analyses were used to evaluate associations between engagement and performance. T-tests were used to compare student satisfaction across 2019 and 2020.ResultsPerformance on in-class questions was positively associated with class rank and performance (p < 0.005). More students were either satisfied or strongly satisfied (91.5%) in 2020 compared to 85.7% in 2019 (two-tailed t-test, p = 0.04). Most students (81.3%) preferred in-class questions to lectures. In 2020, 62.6% of student comments were positive regarding the psychiatry curriculum vs 33.3% in 2019. Over 61.5% of facilitators felt positive towards the changes.ConclusionOur results demonstrate a positive relationship between engagement and class performance. Students and facilitators positively perceived the approach, with students preferring in-class questions compared to lectures. Future research should evaluate overall performance on standardized tests, third-year clerkships, and number of students matching into psychiatry.Supplementary informationThe online version contains supplementary material available at 10.1007/s40670-021-01287-x.
| S-EPMC8041389 | biostudies-literature
Project description:BackgroundThere is growing interest in using mobile apps and online tools to support postsecondary student mental health, but most of these solutions have suboptimal user engagement in real-world settings. Poor engagement can limit long-term effectiveness and usefulness of these tools. Previous literature has proposed several theories that link factors such as low usability and poor user-centered design to app disengagement. However, few studies provide direct evidence showing what factors contribute to suboptimal user engagement in the context of mobile mental health apps for postsecondary students.ObjectiveThis study focuses on understanding postsecondary students' attitudes and behaviors when using Thought Spot, a co-designed mental health app and online platform, to understand factors related to engagement and user experience.MethodsStudents who were given access to Thought Spot for 6 months during a randomized trial of the intervention were invited to participate in one-on-one semistructured interviews. The interviews explored participants' overall experiences and perceptions of the app, along with factors that affected their usage of various features. All interviews were recorded, and template analysis was used to analyze transcripts.ResultsUser satisfaction was mixed among users of Thought Spot. The degree of engagement with the app appeared to be affected by factors that can be grouped into 5 themes: (1) Students valued detailed, inclusive, and relevant content; (2) Technical glitches and a lack of integration with other apps affected the overall user experience and satisfaction with the app; (3) Using the app to support peers or family can increase engagement; (4) Crowdsourced information from peers about mental health resources drove user engagement, but was difficult to obtain; and (5) Users often turned to the app when they had an immediate need for mental health information, rather than using it to track mental health information over time.ConclusionsContent, user experience, user-centeredness, and peer support are important determinants of user engagement with mobile mental health apps among postsecondary students. In this study, participants disengaged when the app did not meet their expectations on these determinants. Future studies on user engagement should further explore the effectiveness of different features and the relative importance of various criteria for high-quality apps. Further focus on these issues may inform the creation of interventions that increase student engagement and align with their mental health needs.Trial registrationClinicalTrials.gov NCT03412461; https://clinicaltrials.gov/ct2/show/NCT03412461.International registered report identifier (irrid)RR2-10.2196/resprot.6446.
| S-EPMC8052598 | biostudies-literature