Search Results (67)

The increasing cultural and demographic diversity among higher education students highlights the challenges regarding accessibility and inclusion. The COVID-19 pandemic has accelerated the shift toward flexible, technology-based teaching practices. However, inclusive, and accessible pedagogical practices lack consistency, particularly when supporting students with disabilities or diverse learning needs. This study evaluates the effectiveness of the Learning Design for Flexible Education (FLeD) Tool—a web-based platform developed to support teachers in designing flexible and inclusive learning scenarios. The research adopts a qualitative approach, featuring semi-structured interviews with two Portuguese experts in accessibility and inclusion. The experts analyzed three learning scenarios designed using the FLeD Tool, through the lens of Universal Design for Learning standards. The collected dataset was analyzed using thematic analysis to identify common issues, strengths, and opportunities for improvement. The findings show a gap between institutional policies and their practical application, mainly due to inconsistent teacher training and technical limitations. While the FLeD Tool supports more flexible and inclusive pedagogical designs, experts have identified key shortcomings such as the lack of automated accessibility checks and limited support for specific disabilities. Despite the reduced number of participants (two experts) and dataset (three learning scenarios), which limits the study’s generalisability, the conclusions draw attention to the pivotal role of systematic teacher training, embedded accessibility features and solid institutional policies in bridging the gap between policy aspiration and effective inclusive practice. Full article

The present study focuses on investigating the contribution of puppetry as a pedagogical and psychosocial tool in special education, addressing the literature gap in the systematic documentation of the experiences of special education teachers, concerning its use in daily teaching practice. The main objective is to capture the way in which puppetry enhances the learning, social and therapeutic support of students with complex educational and psychosocial needs. The study employs a qualitative phenomenological approach, conducting semi-structured interviews with eleven special education teachers who integrate puppetry into their teaching. Qualitative data were analyzed using thematic analysis. The findings highlight that puppetry significantly enhances cognitive function, concentration, memory and language development, while promoting the active participation, cooperation, social inclusion and self-expression of students. In addition, the use of the puppet acts as a means of psycho-emotional empowerment, supporting positive behavior and helping students cope with stress and behavioral difficulties. Participants identified peer support, material adequacy and training as key factors for effective implementation, while conversely, a lack of resources and time is cited as a key obstacle. The integration of puppetry in everyday school life seems to ameliorate a more personalized, supportive and experiential learning environment, responding to the diverse and complex profiles of students attending special schools. Continuous training for teachers, along with strengthening the collaboration between the arts and special education, is essential for the effective use of puppetry in the classroom. Full article

ICT tools are fundamental for promoting educational inclusion, as they allow for flexible teaching practices adapted to the diversity of students. Their appropriate integration into teaching makes it easier to respond to different paces, styles, and needs, promoting the active and meaningful participation of all learners. However, this inclusive potential is only fulfilled if equitable access to and use of ICT is guaranteed, both at school and at home. This qualitative study explores the digital divide in its three main dimensions: access to technology, digital skills, and the meaningful use of ICT in educational settings. Through focus groups and semi-structured interviews, the study gathers the perceptions of different members of the educational community. The sample consists of 89 participants, including teachers, students, families, and school administrators from the Communities of Madrid and Castilla-La Mancha. The results reveal a common concern about inequalities in ICT access and use, related to economic, geographical, and educational factors. These findings emphasise the need for targeted public policies to bridge digital gaps and highlight the importance of promoting digital competence across the entire educational community to achieve true educational inclusion. Full article

This study explores English language teachers’ beliefs and practices regarding assessment and associated training needs in two diverse European educational contexts: Norway and Cyprus. Using a quantitative approach, the research employed survey questionnaires completed by 134 Norwegian and 396 Cypriot teachers. Analysis, including chi-square and Mann–Whitney tests, revealed important foundational beliefs and practices of language assessment literacy (LAL), alongside distinct practices influenced by contrasting educational systems and socio-cultural landscapes. Context emerged as a critical factor shaping teachers’ confidence, knowledge, and professional development needs in assessment. Findings highlight the importance of integrating culturally responsive frameworks into LAL development programs to better address diverse educator needs. Recommendations are also provided for designing localized, context-sensitive teacher training initiatives and fostering collaborative practices to bridge gaps in LAL. The study concludes by highlighting future research directions to expand understanding of LAL in multicultural settings. Full article

Inclusive Education aims to ensure equitable learning opportunities for all students, including those with special educational needs (SEN) and disabilities, by promoting accessible teaching practices and supportive learning environments. Although its importance for fostering the academic and social development of diverse learners has been widely recognized in international policy and research, its practical implementation is still under investigation, particularly within the Greek primary education system. This study investigates (a) Greek primary school teachers’ perspectives, focusing on their attitudes, knowledge, challenges, and perceived needs in Inclusive Education for SEN students and (b) research trends relating to these perspectives, focusing on publication trends and methodological characteristics, through a systematic literature review using the PRISMA methodology. The analysis revealed a shift in Greek primary teachers’ attitudes towards Inclusive Education for SEN students, trending towards neutral or negative responses, alongside limited knowledge, various challenges, and an absence of targeted support mechanisms. The analysis also highlighted chronological gaps between the identified studies in international journals and a variability in methodological approaches and sample characteristics. These insights point to a pressing need for further targeted and ongoing research on Greek primary teachers’ perspectives and professional development initiatives to enable effective and inclusive practices for SEN students in Greek primary education. Full article

A university’s reputation is a key indicator of the quality of its education, the competitiveness of its alumni, its institutional influence in society, and its degree of global recognition, including its ranking and rating among higher education institutions (HEIs) around the world. This not only enhances institutional standing and secures positions in international rankings but also promotes sustainable education practices. In addition, students, their parents, and their partners select universities due to their trust in the reliability of a university’s public reputation and ranking. This study proposes a model to assess a university’s reputation based on specific factors. In this research, the dependent variable is university reputation, the mediating variable is university social responsibility, and the independent variables include the teacher reputation, alumni reputation, research and innovation, and cooperation. A survey of 5902 respondents—including alumni, employers, and parents—offers diverse perspectives on university reputation. Data were analyzed using structural equation modeling tools (Smart PLS 4.1 and SPSS 25.0). The findings confirm that social responsibility has a strong and positive influence on university reputation. Furthermore, faculty and alumni reputation, research and innovation, and external collaboration directly enhance universities’ social responsibility. This suggests that social responsibility serves as a key mediating variable in the relationship between institutional capacity and reputation. This study represents the first empirical assessment of university reputation in Mongolia, addressing a notable gap in the literature. By incorporating context-specific insights and stakeholder perspectives, the research offers both theoretical contributions and practical implications. The results provide a foundation for developing regionally responsive strategies to improve the quality of higher education and advance sustainable development goals. Full article

This concept-centric review identifies and synthesizes emerging drivers of Generative AI (GenAI) adoption in education, addressing a critical gap by offering the first structured integration of empirically supported predictors. Based on 27 peer-reviewed studies featuring validated research models, the review distils 11 predictors into a Three-Tier Framework. Core predictors—Performance Expectancy and Trust—consistently influence adoption across contexts. Moderate predictors—Effort Expectancy, Facilitating Conditions, Social Influence, Perceived Behavioral Control, and Perceived Compatibility—show variable relevance depending on technological and institutional factors. Emerging predictors—Habit, AI Literacy, Anxiety, and Playfulness—capture evolving socio-technical and individual dynamics, reflecting the rapid development of GenAI technologies. While the current literature offers valuable insights, gaps remain in addressing ethical concerns, barriers to adoption, teacher professional development, student engagement, and the influence of cultural and contextual diversity. The findings emphasize the need to iteratively refine the Three-Tier Framework by incorporating these dimensions and adapting to technological advancements. By consolidating empirical evidence and distinguishing between mature and emerging predictors, this review advances theoretical understanding of technology acceptance in education. It provides a structured foundation for guiding future research, informing policy and practice, and supporting responsible, context-sensitive GenAI integration across diverse educational settings. Full article

Accurate trajectory prediction of surrounding vehicles is a fundamental challenge in autonomous driving, requiring sophisticated modeling of complex vehicle interactions, traffic dynamics, and contextual dependencies. This paper introduces Adaptive Speed-Aware Prediction (ADSAP), a novel trajectory prediction framework that advances the state of the art through innovative mechanisms for adaptive attention modulation and knowledge transfer. At its core, ADSAP employs an adaptive deformable speed-aware pooling mechanism that dynamically adjusts the model’s attention distribution and receptive field based on instantaneous vehicle states and interaction patterns. This adaptive architecture enables fine-grained modeling of diverse traffic scenarios, from sparse highway conditions to dense urban environments. The framework incorporates a sophisticated speed-aware multi-scale feature aggregation module that systematically combines spatial and temporal information across multiple scales, facilitating comprehensive scene understanding and robust trajectory prediction. To bridge the gap between model complexity and computational efficiency, we propose an adversarial knowledge distillation approach that effectively transfers learned representations and decision-making strategies from a high-capacity teacher model to a lightweight student model. This novel distillation mechanism preserves prediction accuracy while significantly reducing computational overhead, making the framework suitable for real-world deployment. Extensive empirical evaluation on the large-scale NGSIM and highD naturalistic driving datasets demonstrates ADSAP’s superior performance. The ADSAP framework achieves an 18.7% reduction in average displacement error and a 22.4% improvement in final displacement error compared to state-of-the-art methods while maintaining consistent performance across varying traffic densities (0.05–0.85 vehicles/meter) and speed ranges (0–35 m/s). Moreover, ADSAP exhibits robust generalization capabilities across different driving scenarios and weather conditions, with the lightweight student model achieving 95% of the teacher model’s accuracy while offering a 3.2× reduction in inference time. Comprehensive experimental results supported by detailed ablation studies and statistical analyses validate ADSAP’s effectiveness in addressing the trajectory prediction challenge. Our framework provides a novel perspective on integrating adaptive attention mechanisms with efficient knowledge transfer, contributing to the development of more reliable and intelligent autonomous driving systems. Significant improvements in prediction accuracy, computational efficiency, and generalization capability demonstrate ADSAP’s potential ability to advance autonomous driving technology. Full article

This study explores how Danish student teachers notice teaching quality when engaging with video-enhanced campus teaching and the research-based observation manual PLATO. Despite the limited tradition of using systematic observation tools in Danish teacher education, this intervention study investigates how student teachers from three subject-didactical courses (Danish, English, and Mathematics) engage with the PLATO criteria during group discussions on classroom video clips. Teacher noticing is conceptualized as a set of interrelated competencies—observing, interpreting, deciding, and acting—across four phases of teaching practice. Through qualitative content analysis of the group discussions, this study reveals varying degrees of engagement with PLATO, ranging from strategic and superficial use to nuanced, criteria-based interpretations. While some student teachers struggle with the manual’s language and purpose, others demonstrate meaningful integration of PLATO with didactical theory. This study concludes that bridging the gap between international quality frameworks and national didactical traditions requires thoughtful integration and openness to diverse conceptualizations of teaching quality. The findings highlight the importance of how the work with video and teacher noticing is framed, modeled and scaffolded in teacher education to support student teachers’ acquisition of teacher noticing and the language of teaching quality. Full article

Blended learning has emerged as a popular trend in education; however, as students from higher vocational colleges who are often in the lower 50% of national standardized entrance exam achievers, their teachers face unique challenges in implementing blended learning. This study summarized effective blended learning strategies in higher vocational education and training (VET) classrooms by comparing 53 award-winning and 40 daily course videos in China. Firstly, video analysis and Lag sequential analysis were employed to identify effective strategies for implementing blended learning in diverse VET course types. A set of general and specific blended learning strategies was developed to help VET teachers adapt instructional approaches accordingly. Secondly, a questionnaire survey among 215 VET teachers revealed positive perceptions of the strategies in terms of usability, ease of use, perceived behavioral control, and intention to use them. The present research provides valuable guidance for VET teachers to effectively implement blended learning strategies in diverse course types, contributing to the understanding of effective blended learning strategies in VET and addressing the gap in research for this unique teaching stage. Full article

The present study examines how pre-service teachers’ digital competence influences their acceptance and use of Artificial Intelligence (AI) in educational settings. Employing a quantitative approach via Structural Equation Modelling (SEM), the authors analyzed self-reported data from Early Childhood and Elementary Education students in Andalusian (Spain) universities. The findings indicate that professional engagement is associated with a critical assessment of AI, focusing on pedagogical and ethical considerations, whereas digital content creation skills promote a more positive and proactive attitude toward AI adoption. These results underscore the importance of teacher education programs that combine technical skills with critical thinking to foster responsible AI integration. This study acknowledges limitations, including its regional scope and cross-sectional design and recommends future longitudinal and comparative research to validate and expand these insights. By addressing these gaps, future studies could enhance our understanding of AI adoption in diverse educational contexts. Full article

Project-based learning (PBL) is a student-centered, inquiry-based approach in which students design and execute projects that address meaningful challenges. Over time, PBL has been adapted across various educational levels, disciplines, and cultural contexts, leading to a diverse body of knowledge. Given these variations, it is crucial to systematize existing research to identify well-established aspects and areas that require further exploration. This study conducts a systematic review following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) methodology. It uses the foundational PBL model as a reference to analyze its essential elements in design and implementation, particularly in terms of their contribution to sustainable education. A total of 25 studies were included in the final review sample. The research aims to examine current practices and identify gaps or inconsistencies in application. The qualitative analysis highlights crucial aspects such as project design, evaluation strategies, and interdisciplinary alignment. Findings reveal challenges in ensuring consistency across practices, with a predominant focus on procedural execution. However, the review also uncovers that existing studies address cognitive and socio-emotional dimensions in ways that require further investigation. Based on these findings, the study proposes a refined framework for the implementation of PBL, aiming to guide more effective and context-sensitive applications. These findings underscore the need for further exploration of how PBL can holistically support learner growth, enhance engagement, and contribute to more sustainable and impactful educational practices. Theoretical implications point to a deeper understanding of how PBL can integrate cognitive, emotional, and interdisciplinary components to foster this holistic development, while operational implications highlight the importance of institutional support, teacher training, and flexible curricular policies to ensure successful and sustainable implementation. Full article

(1) Background: The under-representation of women in STEM fields, particularly in areas such as physics and computing, is far from being resolved. This gender gap has complex causes. This research was carried out to understanding how physics teachers in Portugal are aware of the existence of a gender gap and how they use or are willing to use girl-friendly strategies in their lessons; (2) Methods: A sample of 55 Portuguese physics and chemistry teachers from the third cycle of basic education and secondary education and an 8-item survey were used. (3) Results: The results show that most teachers perceive girls’ participation in physics as satisfactory, and that girls do not perceive a gender gap and are interested in the subject, but may not be aware of the concept and application of girl-friendly strategies. (4) Conclusions: No correlation was found between gender or years of service and interest in the topic of girl-friendly strategies. Further research with a more diverse sample is needed to generalize these findings. Full article

Across the UK, Reading for Pleasure (RfP) is included in national curricula, yet children’s engagement as readers appears to be declining. Equipping pre-service teachers with the knowledge to develop RfP pedagogy in their classrooms is vital. Previous studies have identified knowledge of diverse children’s literature as central to RfP pedagogy. However, data indicate that teachers and pre-service teachers rely on a narrow childhood canon. Furthermore, in initial teacher training (ITT), developing teachers’ knowledge of children’s literature may be limited to an optional specialism. This study offers a starting point for ITT provision that develops pedagogical content knowledge for RfP. A total of 595 pre-service teachers’ questionnaire responses from 10 UK universities are reported about their expectations of RfP pedagogy and knowledge of children’s literature. Data showed their limited knowledge of children’s authors and illustrators and highlighted striking gaps in their understanding of RfP pedagogy with little difference between student teachers who read regularly or those who rarely read in their free time. Recommendations for new initiatives to address identified gaps in pre-service teachers’ pedagogical content knowledge for RfP are discussed. Full article

In the context of a European Union-funded project, a mentorship programme was developed and implemented in a Portuguese school serving as the initial destination for newly arrived migrant children. This initiative arose from a gap in interventions aimed at promoting integration and inclusion of migrant children in this educational context. The programme was designed, following the participatory action research and co-creation approaches, guided by three primary objectives: amplifying the voices of migrant children and youth, empowering their agency and active citizenship, and facilitating their integration in the school. Recognising that integration is a two-way process, the programme engaged established students as mentors and peers of newly arrived migrant children. Over an academic year, collaborative activities were created and implemented in the school in partnership with participating students. These activities aimed to promote integration, foster a pro-diversity environment, and ensure sustainability. The programme’s evaluation included a questionnaire and a focus group involving participating children and teachers responsible for the activities. Findings highlighted the cultivation of values like tolerance, respect, and empathy, with effects extending beyond the school. Moreover, results revealed heightened teacher awareness of the unique needs of migrant children and the importance of incorporating their voices into school activities. Full article