Teaching Platform Research Articles

EXPRESS: From Social to Purchase: Customer Selection in Social Group Buying

Social scope group buying has emerged as an increasingly popular promotional strategy and has served as a new customer acquisition tool. In the service industry, companies use social group buying (SGB) to recruit new customers and promote full-price products. Through SGB activities, customers can trade their social capital to form buying groups, experience SGB-offered sample products, and further alleviate uncertainty regarding expensive full-price products before making a final purchase. We investigate this novel SGB phenomenon by examining customers’ decisions throughout the “experience-conversion” process. In collaboration with a leading online educational platform, we examine customers’ grouping behavior during SGB activities and analyze their subsequent purchases. Our analysis reveals an interesting pattern in which non-grouped customers have a higher proportion of full-price product purchases than grouped customers. We postulate that, in addition to observations from operational data, unobserved social information is important for gaining a deeper understanding of the customer behaviors underlying this pattern. Employing a Bayesian learning framework, we model customers’ three-stage discrete-choice decision-making processes and quantify two influential social information factors: social cost and social learning. By incorporating social information, our Bayesian learning model demonstrates improved effectiveness in assisting companies with accurately predicting final purchases in the conversion process. We provide actionable insights into how companies can employ our model to strategically tailor SGB designs by customer segments to increase overall purchase rates. Our study sheds light on the significance of social information in enhancing customer management and refining SGB design.

Effect of an online training intervention on evidence-based practice in clinical nurses. #Evidencer Project.

Online learning is becoming increasingly essential for health professionals, and it is necessary to understand how this modality affects clinical nurses' learning of Evidence-Based Practice (EBP). For this reason, the present study sought to assess the effectiveness of an online training program in improving nurses' EBP competence. A quasi-experimental study with a pretest-posttest design was conducted with a control group and without randomization for a period of 6months. The intervention was an online self-learning course based on Melnyk's seven steps of Evidence-Based Practice (EBP). The course was structured into sequential modules requiring 72h of work, with task completions and tests necessary for progression. Participants had three months to complete the course. EBP competence was measured with the EBP-COQ Prof© questionnaire. Data analysis included percentages, means, standard deviations, chi-square tests, student's t-tests, and a two-way repeated measuresanalysis of covariance (ANCOVA). The analysis of the changes observed in each dimension and the overall EBP competence between the intervention group (IG) and the control group (CG) showed a significant group*time interaction in three of the four dimensions of the questionnaire. The results indicated that the online Evidence-Based Practice (EBP) course significantly improved knowledge, skills, and utilization three months after its completion. In the IG, the mean score was 44.04 (standard deviation (SD) = 7), compared to 37.83 (SD = 8.5) in the CG (p < 0.001). Regarding skills, the IG had a mean score of 24.24 (SD = 3.8), while the CG scored 23.01 (SD = 3.1) (p = 0.008). For utilization, the mean score in the IG was 36.77 (SD = 6.8), and the CG was 33.12 (SD = 6.3) (p = 0.005). Overall competence also showed a statistically significant difference, with the IG achieving a mean score of 141.22 (SD = 20.0) compared to the CG with a mean score of 130.34 (SD = 16.7) (p < 0.001). Training through an online education platform for three months (72h) is an effective tool for improving the competence in Evidence-Based Practice (EBP) of clinical nurses. A significant increase was observed in knowledge and moderate improvements in skills and the application of EBP. These online courses, adapted to the needs of professionals, can be an efficient way to prepare nurses and improve their application of EBP in a clinical setting.

Unveiling Digital Transformation and Teaching Prowess in English Education During COVID‐19 With Structural Equation Modelling

ABSTRACTThe present research looks at the reputation of digital platforms in online pedagogical English education in Pakistan, and the use of digital technology in virtual classrooms during public health emergencies. It explores how faculty members use digital technology in their pedagogical English teaching approaches by analysing their technological skill level. To achieve the study's objectives, an online survey was undertaken to gather primary data. University teachers delivering online courses during COVID‐19 in several cities throughout Punjab Province answered an online questionnaire survey. Smart‐PLS 3.3.9 and structural equation modelling (SEM) were used to investigate the recommended research framework. SEM analysis results showed that all proposed hypotheses were confirmed. This research presents an overview of faculty members' online pedagogical teaching abilities and digital technology during COVID‐19. The research findings are critical for determining how to incorporate technology during the pandemic period and to integrate technology into higher education during the new normal.

Involvement of interactive educational platforms in the training of graphic design students using the Figma platform as an example

The goal is to provide a rationale for choosing the optimal prototyping and UI/UX design software for teaching design students. The purpose of writing this paper is to determine the optimal tools for teaching UI/UX design students through interactive educational platforms. The research uses the methods of cross-multiple-iteration expert ranking, personal ranking of students, and comparative cross-analysis of the results of expert and user ranking. The ranking results confirmed the choice of tools such as Figma, Adobe XD, InVision, Sketch, and Marvel. The users’ conclusions agree with the experts’ evaluations. Still, the analysis revealed a significant difference in approaches: the gap in user evaluations is 84.6% versus 32.0% for experts, indicating the influence of user empathy and the importance of UI/UX in product perception. Figma was selected as a tool for prototyping and UI/UX design with a median rating of 57.2%, justifying its use in interactive educational programs for future designers, contributing to the development of skilled digital production specialists. Further research is focused on developing detailed educational courses for design students, as well as studying the empathic component of experience for creating ergonomic interfaces.

Organizing student research work at a pedagogical university within the framework of an international project on creation of a digital educational platform

Organizing student research work at a pedagogical university within the framework of an international project on creation of a digital educational platform

Evaluation of Instructor Capability: Perspective from Building Information Modeling Competition Students in Mainland China

Building information modelling (BIM) technology, which has experienced rapid development, has become the focus of digital education learning in architecture, engineering, and construction (AEC) related disciplines. However, BIM education is still confronted with the disconnection between theoretical education and engineering practice. In mainland China, BIM competitions are an important digital platform for higher education practice teaching. As the organizer and leader of student participants, BIM instructors, especially their BIM capability, have an important impact on digital education. Previous research on BIM capability did not involve the field of BIM education, and the existing BIM capability framework is not entirely applicable to evaluating the BIM capability of instructors. Semi-structured interviews based on grounded theory (GT) and structural equation modeling (SEM) were used to construct a five-dimensional model containing 23 capability indicators. The research findings highlighted the multi-dimensional nature of BIM capability for instructors and indicated that personnel capability was the most important for instructors, while process capability was considered the most dispensable. This is significantly different from the emphasis on technical and process capability in BIM capability research in the traditional AEC industry. It was also found that students from different levels of universities and different educational backgrounds had different demands for the BIM capability of instructors. The results of this study will help universities select excellent instructors, improve the quality of BIM education in universities, and cultivate more outstanding BIM talents for the development of BIM in the AEC industry, thereby promoting the digital practice of BIM education in universities.

The effects of deductive versus inductive pronunciation instruction in combination with captioned video on the acquisition of incongruent grapheme‐phoneme correspondences in L2 German

AbstractPrior research indicates that first language (L1) orthography can adversely affect second language (L2) phonological acquisition, yet studies on orthographic interference and pedagogical strategies to mitigate these effects remain sparse. Addressing these research gaps, this study investigates the impact of orthographic interference on L2 German pronunciation among L1 English speakers, employing a technology‐based homework intervention with EdPuzzle, an educational video platform, in three beginner courses. Students in two experimental groups engaged with captioned video clips and were guided through questions using either an inductive or deductive approach, while a control group focused solely on meaning. Analysis of a pre‐intervention production task revealed German grapheme‐phoneme correspondences &lt; v &gt; ‐ /f/, &lt; s &gt; ‐ /z/, and &lt; z &gt; ‐ /ts/ were most frequently mispronounced. Comprehensibility ratings by native German speakers suggest that both experimental groups significantly improved in their word‐level productions, with the inductive group also significantly improving in their sentence‐level productions. This study also sheds light on student perceptions of these instructional activities, enhancing our understanding of engaging L2 German pronunciation pedagogy. This research underscores the potential of integrating technology and accessible content in homework assignments to enrich and supplement L2 German pronunciation instruction in the classroom.

The Application of Hybrid Instruction Mode in the Course of Geographic Information System Principles

Abstract. Geographic Information System Principles is one of the professional core courses for the students majoring in Geographic Information Science. It plays an important role in providing a theoretical foundation and technical support for subsequent professional courses. The course is offered in the second semester of the freshman year and is the first professional core course for students. There are four key issues that need to be addressed. Firstly, the main content of this course is extensive and the difficulty level is relatively high. Secondly,theory and software operation are disconnected in traditional classes. Thirdly, the traditional teaching mode can not well stimulate students' interest. Fourthly, the traditional teaching and learning evaluation method focuses on results but not process. Hence, we rely on the online teaching platform of our school to carry out Hybrid Instruction Mode, hoping to improve students' learning effect and improve teaching quality. Based on the outcome-based education (OBE) concept, we refine the teaching objectives, and subsequently enhance the teaching materials. Then, we have built a blended teaching mode. The whole teaching process is divided into four parts including "course guidance", "pre-class self-study", "in-class practice", and "post-class research". Online and offline teaching are connected with various activities. Discussions, exercises, reflections, assessments, critical thinking, paper reading and homework are online activities. Guidance, analysis and practice are offline activities. During the teaching process, we also reformed teaching method and carried out ecological civilization and scientific spirit education.We optimized the assessment method using the formative evaluation. The course objectives are almost achieved.

Affinity spaces

This poster (Padlet ‘Collaborative reflection on AI’) showcases a professional development approach that uses Padlet as an affinity space (Gee, 2004; Honeychurch, 2023) for educators to collaboratively explore and reflect on their experiences with Generative AI (GenAI) in education. Following Vallor’s distinction between ease of creation (a key affordance of AI) and challenges of creative expression (a solely human capacity), we found that Padlet was an accessible tool for creating virtual affinity spaces, and that the Padlet format offers a visual representation of a collaborative method of co-creating that ASCILITE attendees can interact with, using a range of multimodal creation tools, including AI-based features available in Padlet (image creator, text-to-speech, and a poll creator). This poster may function as a catalyst for conference attendees to reflect on their own position in this rapidly developing space, and as a model of practice that educators can adapt to their own contexts to design GenAI-integrated learning experiences. Educators need novel ways to make sense of the changing nature of education with GenAI (Vallis et al., 2023) and advance both research and practice in technology-enabled learning. Drawing on a paradigm for academic development that is centred on the notions of construction and co-construction as a process of learning (Pimmer et al., 2016, p. 495), this inquiry used Padlet to provide an affinity space for this sense-making. Affinity spaces differ from communities of practice in having a flat hierarchy instead of a periphery of less experienced practitioners around a core of experts; people enter an affinity space as interactants (“affines”), rather than members (Gee, 2005). In this inquiry, a Padlet provides a “portal” (Calder et al., 2021, p. 448) to an affinity space, a space where contributors who have varying levels of (GenAI) expertise can bond around a shared endeavour (for a comparable use of Padlet to house a ‘thinktank’ for a scholarly project in teaching and learning, see Coleman, 2023). The Padlet serves as both an interactive platform for educators to engage with various perspectives on generative AI in higher education and a model for future learning activities. The aim is to facilitate knowledge sharing and community building around GenAI in education: as Timperley (2008, p.19) states, “participation in a professional community with one’s colleagues is an integral part of professional learning that impacts positively on students”. The collaborative aspect of this inquiry sparked conversations, introduced collaborators to new tools, and stimulated reflection. It encouraged a patchwork of contributions in a variety of formats to provoke more perspectives. It allowed expression of sociotechnical imaginaries about GenAI (Costello, 2024; Dishon, 2024), including themes of “overwhelm to excitement”; “creative potential to concerns of control”; and perceptions of GenAI from “uncanny to real”, and demonstrated that sharing creative practices in a virtual space allows educators to develop new knowledge about their experiences, concerns, and insights about integrating AI into their educational practices.

MAVR in the Metaverse

Extended reality (XR) technologies, which include virtual reality (VR), augmented reality (AR), and mixed reality (MR), are gaining significant attention from educators for their potential to transform teaching and learning in higher education. According to recent research, XR offers immersive and interactive experiences that enhance student engagement and provide unique opportunities for experiential learning (Merchant et al., 2014; Radianti et al., 2020). In response to this growing interest, various professional organizations have developed virtual communities of practice (Wenger, 1998) to support educators in integrating XR into their curricula. One notable example is the Mixed, Augmented, and Virtual Realities in Learning Special Interest Group (MAVR SIG) of the Japan Association for Language Teaching (JALT). Founded in 2017, the MAVR SIG was created to support language educators interested in adopting XR technologies for language learning (Hawkinson, Mehran, &amp; Alizadeh, 2017). The SIG provides a platform for educators to share their experiences, exchange ideas, and collaborate on research focused on XR in education. This community of practice is instrumental in advancing the integration of immersive technologies in language education, aligning with the broader global trends in educational technology (Ferdig et al., 2020). The MAVR SIG facilitates knowledge sharing and professional development through a variety of events, including research presentations, workshops, symposia, and webinars. Recent workshops have highlighted the pedagogical applications of XR, such as immersive language learning environments, AR-enhanced vocabulary instruction, and the use of VR for cultural immersion. These events not only promote the use of XR in education but also encourage educators to critically assess the affordances and challenges of these technologies in teaching. The positive impact of this community of practice has been evidenced by a growing number of members outside of Japan including the Philippines and Turkiye . Based on interviews from international members, the lack of local groups that support research and collaboration related to immersive technologies for teaching and learning encouraged them to join the Japan-based group. A particularly noteworthy initiative by the SIG is its regular series of events hosted on the Metaverse platform, Frame (https://framevr.io/). Frame offers an immersive and customizable virtual environment where members can meet, interact, and collaborate in real time. The platform’s features, such as virtual rooms, collaboration tools, and generative AI functions, enable educators to experiment with new teaching approaches and test platform capabilities. By leveraging these tools, educators can enhance their teaching practices, receive feedback, and refine their approaches to using XR in language learning. Looking ahead, the MAVR SIG is poised to expand its impact by increasing the number of events, deepening collaborations with educational institutions and professional organizations in Japan and globally and exploring novel applications of XR in both language and interdisciplinary education. As the community continues to support educators and drive innovation, the MAVR SIG is well-positioned to lead the integration of XR technologies into teaching and learning practices worldwide.

Integration of Artificial Intelligence into Educational Programs to Develop Scientific Analysis Skills in a Multidisciplinary Environment

Examines the integration of artificial intelligence (AI) into educational programs aimed at developing scientific analysis skills in an interdisciplinary context. Various AI technologies, such as machine learning, natural language processing, and intelligent educational platforms, are explored for their potential to transform approaches to learning and enhance the effectiveness of educational processes. The results of experimental analysis are presented, demonstrating that the use of AI contributes to improving student performance and developing critical thinking skills. The article also addresses the potential risks and limitations of applying AI in educational processes.

Strategies of Effective Online Teaching and Learning in Vocational Computer Programming Education

Background and Aim: This research analyzes the existing issues with online teaching and learning in vocational computer programming education, devises strategies for online teaching and learning, and then implements and adjusts these strategies to confirm their effectiveness. The expected strategies for effective online teaching and learning proposed in this study include nine aspects: The study focuses on the following nine aspects: 1) the informatization teaching ability of teachers; 2) the autonomous learning ability of students; 3) the interaction between online teaching and learning; 4) the course content; 5) the teaching resource; 6) the teaching design; 7) the learning engagement; 8) school policy support; and 9) the online teaching and learning platform. Methodology: The sample consisted of 21 experts with qualified Delphi requirements from high vocational colleges in Guangxi, as well as 60 computer program students in their second year of study. Research instruments include an open-ended interview and Likert scale questionnaire, as well as data analysis using median, mode, interquartile range, percentage, and descriptive analysis. Results: The research results found that online teaching and learning in vocational computer programming education in aspects were at a medium-high level; after implementing and readjusting the strategies, the effectiveness of online classes was comparable to that of traditional classes. The research results summarized 80 strategies and suggestions for online teaching and learning in vocational computer programming education and put forward a discussion of the future development trend. Conclusion: The study's findings show that, with some strategic modifications, online instruction in vocational computer programming education achieved a medium-high effectiveness that was on par with traditional classroom settings. The study also offered eighty strategies and insights for the advancement of online education in this field in the future.

Boundary-blurred behaviors in academic teachers-students facebook interaction: are guidelines needed? A cross-sectional study

BackgroundCommunication via social networks has different norms than in the “offline” world and broadens the sphere of student-teacher interactions. Facebook is mainly used for social interaction and information sharing. However, it also serves as an education and learning platform. This risks boundary-blurred behaviors between students and their academic teachers in the virtual space. The current study examines the differences in perceived subjective norms, attitudes, and reported behaviors of academic teachers and nursing students’ boundary-blurred behaviors with each other on Facebook.MethodsA cross-sectional study was utilized, guided by the Theory of Reasoned Action (TRA), examining attitudes, subjective norms, and reported virtual behaviors that signify blurred student-teacher boundaries. Data were collected among 223 nursing students and 78 academic teachers. The university’s ethics committee approved the research (#21.9.19).ResultsConsistent with the TRA, a significant correlation was found between virtual boundary-blurred behaviors and attitudes (r = .55, P < .001), university subjective norms (r = .48, p < .001), and peers’ subjective norms (r = .47, p < .001). Nursing students’ attitudes were significantly (t = 5.81; p < .001) more favorable towards boundary-blurred behaviors (M = 2.40, SD = 0.91) than those of academic-teachers (M = 1.71, SD = 0.83), and so were the perceived subjective norms of their student peers (M = 2.72, SD = 1.15) compared to those of their teachers (M = 2.09, SD = 1.14). Interestingly, the difference in reports of boundary-blurred Facebook behaviors between teachers (M = 1.36, SD = 0.52) and students (M = 1.49, SD = 0.70) was not significant. Boundary-blurred behaviors for teachers were best predicted by attitudes and perceived subjective norms of the university [R2 = 0.62; F(5,72) = 23.31], and for students by attitudes and perceived subjective norms of their peers [R2 = 0.45; F)5,216) = 28.88].ConclusionsThe differences demonstrated between students and teachers may emanate from the perception of the teacher’s role and generational gaps. These may lead to miscommunication and the crossing of boundaries. The findings indicate the importance of setting more explicit guidelines for using social media in the context of student-teacher communication.

Revolutionizing Sports Education using AI &amp; ML

In the realm of sports education and performance analysis, there exists a pressing need to overcome barriers such as geographical limitations, cost constraints, and time constraints inherent in traditional teaching methodologies. In response to these challenges, this paper presents a novel sports education system leveraging artificial intelligence (AI) technologies. This allinclusive system allows for easy access to sports academies and training facilities based on geographic proximity by introducing an innovative teaching platform driven by AI and GPS integration. Moreover, it offers an extensive library of sports laws, sophisticated strategies, and professional advice, encouraging ongoing skill development. Setting goals and closely observing performance are made easier by the system's integration of AI-driven forecasts, such as victory probabilities. The central aim of this initiative is to redefine the landscape of sports education by offering a convenient, cost-effective, and highly efficient solution accessible to individuals at all proficiency levels. In addition to its educational advantages, the system is poised to make significant contributions to sports analytics, supplying extensive data and insights for both researchers and practitioners. This proposal advocates a progressive approach that moves beyond traditional methods, heralding a new era in sports education and performance analytics

Exploration and Practice on the Construction of Engineering Training Centers in Applied Undergraduate Universities

Based on the exploration of the reform and development practice of the Engineering Training Center, with the reform of talent cultivation concept as the core, the upgrading of teaching system and the drive of entrepreneurship education as the path, and the innovation and entrepreneurship education platform and entrepreneurship competition as the starting point, the focus is on cultivating students' self-learning ability, practical hands-on ability, innovative development ability, and ability to solve complex engineering problems, achieving the transformation of knowledge into ability. The practical results have shown that the Engineering Training Center has achieved significant results in cultivating students' innovation, practical skills, abilities, and engineering qualities.

ЕФЕКТИВНІСТЬ ОСВІТНІХ ПЛАТФОРМ ДЛЯ ВИВЧЕННЯ ПРИРОДНИЧИХ ДИСЦИПЛІН

The analysis of the capabilities of modern learning platforms (LPs), their adaptation to the needs of educational institutions of different levels and educational programs is quite important in the modern world. Studying the impact of educational platforms on the quality of knowledge acquired, the activation of creative, cognitive activity and natural science competence in schoolchildren is relevant. The purpose of the study was to establish a statistically significant relationship between the use of educational resources, the quality of education, and the motivation of students to study natural science disciplines. The main objectives are to conduct a qualitative analysis of LPs used in educational institutions; to study the effectiveness of LPs for studying natural sciences; to establish the existence of statistically significant relationships between the use of the MyКlas educational platform and students' motivation to learn in general and to study natural sciences in particular. The article analyzes the level of awareness and motivation of teachers of the Skole Academic Gymnasium (hereinafter - Skole Gymnasium) in the use of various LPs and the possibility of practical implementation during the educational process. It has been proved that there is a statistically significant relationship between the use of educational resources, the quality of education and the motivation of students of Skole Gymnasium to study natural science subjects. The level of students' academic achievement improved after using LP, mainly the MyКlas educational platform. The overall increase in academic performance in the natural sciences (Natural Sciences, Discovering Nature, Biology, Geography, Chemistry, Physics, Biology and Ecology, and the integrated course Natural Sciences) over the past 5 years is 25.7%, and the share of classes that used various tools of educational platforms has increased by 77.8%. The coefficient of determination for the regression analysis was 0.519, which indicates that educational platforms have a statistically significant impact on the quality of education.

Undergraduate health science students’ knowledge, attitudes, practices, and perceived barriers towards research at Kuwait university: a cross-sectional study

Abstract Introduction Research is the most reliable strategy to advance scientific understanding and enhance multiple healthcare services1. Integrating undergraduate health science students into research at an early stage is an important step towards improving critical thinking and problem-based solving, which in return enhances patient health outcomes2. Aim The aim of this study was to assess undergraduate health science students’ knowledge, attitudes, practices and perceived barriers towards research at Kuwait University. Methods A cross-sectional study was conducted among undergraduate health science students from the Colleges of Pharmacy, Medicine, Allied Health, Dentistry, and Public Health at Kuwait University. A self-administered online questionnaire consisting of five sections was used. The first section included questions to assess the demographic characteristics. The second section aimed to assess the knowledge of undergraduate students regarding basic research (score = low ≤3, moderate 4-5, high &amp;gt;5). The third section assessed attitude toward research by a five-point Likert scale (score = negative 31-75, neutral 76-110, positive 111-155). The fourth section of the questionnaire aimed to assess the perception of the barriers toward research practice (score = low 0-50, moderate 51-75, high 76-100). Finally, a section with eight questions on research practices. The questionnaire was distributed through online educational and social media platforms, such as WhatsApp and Microsoft Teams. Students from any academic year and who were enrolled as health science students at the time of the study were eligible to participate. The questionnaire was pilot tested prior to distribution. The recommended sample size was calculated using Raosoft (344 students)3. Ethical approval was received from The Health Sciences Ethical Committee, Kuwait University (reference: VDR/EC-393). Results A total of 364 undergraduate medicine, dentistry, pharmacy, allied health and public health students participated in the study. The participants were from different academic stages, ranging from first-year to seventh-year. The results showed that the students possessed moderate knowledge levels, with a median of 3 out of 8 according to the scoring system of the study. Most students had neutral attitudes (N=253; 69.5%) and moderate levels of perceived barriers (N=200; 54.9%). Medical and pharmacy students had significantly higher knowledge levels compared to the others (p&amp;lt;0.001; Kruskal-Wallis). The majority of students agreed that the lack of time is a barrier towards conducting research (N=237; 65.1%). Almost one half of the study participants took part in research projects (N=175; 48.1%) and a promising number of students had publications or poster presentations (N=67; 18.4%). Discussion/Conclusion The results suggest that undergraduate health science students at Kuwait University possess moderate research knowledge and have neutral attitudes towards research. Time constraints were the most frequently reported barrier to participation. While nearly half of the students participated in research projects, implementing mandatory research projects and providing research methodology workshops could significantly enhance student knowledge, attitudes, and future research engagement. A key limitation in this study is that observed relationships may not reflect long-term shifts in knowledge, attitudes, or practices. The study was also conducted in one university (Kuwait University), therefore the findings and results cannot be generalized to other undergraduate students.

The repercussions of cyberbullying on students on educational platforms

The repercussions of cyberbullying on students on educational platforms

C Language Teaching Platform Design Based on Blockly Open-Source Software

C Language Teaching Platform Design Based on Blockly Open-Source Software

Apriori Algorithm-Based Learning Behavior Mining for Mobile Education Platforms

Apriori Algorithm-Based Learning Behavior Mining for Mobile Education Platforms