Search Results (2,266)

The shortage of qualified teachers across Europe has increased interest in flexible and decentralized pathways into teacher education. This study examines pre-service teachers’ background characteristics and programme-choice priorities when selecting between two study formats at a Norwegian university: a blended learning programme and a face-to-face campus-based programme. Survey data from 108 pre-service teachers revealed significant differences between the groups in age, place of residence, region of origin, prior teaching experience, current teaching employment, and confidence in securing a permanent teaching position. Campus-based students were younger, less experienced, and reported lower confidence in obtaining permanent employment than students in the blended learning programme. Three of fifteen choice-related factors differed significantly between study formats, most notably the importance assigned to programme organization, which was rated higher by blended-learning students. No differences were found for geographic location or for eleven content-related factors. In this sample, blended-learning students were more often from rural areas, and they placed greater value on organizational flexibility, suggesting that flexible formats may be particularly relevant for students balancing work, distance, or other commitments. However, this study is cross-sectional, based on a single institution, and cannot determine broader policy implications or effects on regional teacher supply. Longitudinal and multi-institutional research is needed to assess potential long-term outcomes. Full article

School leadership plays a key role in shaping school organization and professional practices, yet limited attention has been paid to how leadership styles vary across school contexts. Differences between rural and urban schools remain underexplored in the Spanish context. This study examines differences in leadership styles between rural and urban schools, focusing on transformational, transactional, and passive-avoidant leadership. Data were collected from 400 teachers across 31 schools (20 rural and 11 urban) who evaluated the leadership exercised by their school management teams using the Multifactor Leadership Questionnaire (MLQ5X). Non-parametric analyses were conducted to compare leadership styles and examine relationships, as well as assess the influence of school size. The results indicate significant contextual differences: rural schools reported higher levels of transformational and transactional leadership, whereas urban schools exhibited higher levels of passive-avoidant leadership. Transformational and transactional leadership were positively correlated in both contexts, while passive-avoidant leadership was negatively associated with the other styles only in urban schools. Regression analyses showed that school size significantly predicted leadership styles, with smaller schools fostering more proactive leadership practices. These findings underscore the importance of context in shaping leadership dynamics and suggest that relational features of rural leadership may inform leadership development in urban school settings. Full article

Teachers’ readiness in bilingual early childhood education is increasingly recognized as a multidimensional construct shaped by both professional and language-related factors. However, existing research has typically examined these factors separately, with limited evidence on how they combine across teacher groups, particularly in minority-language contexts. This study examined teachers’ readiness to deliver state-language instruction to dual language learners (DLLs) in Hungarian-medium kindergartens in Slovakia. A total of 313 kindergarten teachers participated in the study. Data were collected through a survey assessing multiple dimensions of readiness. Principal component analysis and confirmatory factor analysis supported a six-factor model comprising professional preparation, teacher competencies, challenge management, instructional aids use, professional needs, and Slovak language use outside kindergarten. Latent profile analysis identified three readiness profiles (low, moderate, and high), reflecting differences in overall preparedness. Background characteristics, particularly age, teaching experience, and language-related factors, were significantly associated with higher readiness. Teachers who used Slovak more frequently in everyday contexts showed higher readiness. Mediation analysis indicated that language proficiency and preferred language use did not mediate the relationship between teaching experience and teachers’ readiness, but functioned as independent predictors. These findings highlight the joint importance of professional and language-related factors in shaping teachers’ readiness and offer implications for teacher education and policy in bilingual early childhood settings. Full article

Background: This study aimed to examine whether a physical education program based on the ecological dynamics approach, implemented through small-sided games (SSG), produces greater improvements in motor skills, daily physical activity levels, and perceived physical fitness in middle school students. Methods: Forty-eight students were assigned to an SSG group (ecological dynamics lessons including small-sided games, n = 26) or a Control group (traditional lessons based on teacher-centered instruction and analytical exercises, n = 22). The intervention lasted 12 weeks, with two sessions per week. Motor performance was assessed using the standing broad jump, 5-standing broad jump, 20 m sprint, 10 × 5 m shuttle run, 5-0-5 agility test, and sit-and-reach test. Daily physical activity was evaluated using the International Physical Activity Questionnaire—Short Form (IPAQ-SF), and perceived physical fitness was assessed using the Visual Analogue Fitness Perception Scale for Adolescents (FPVASA). Results: Significant group-by-time interactions were found in all motor tests. IPAQ-SF data revealed significant group-by-time interactions for vigorous and moderate physical activity. Perceived physical fitness showed significant group-by-time interactions for all items except flexibility. Conclusions: Physical education lessons structured according to the ecological dynamics approach and implemented through SSG-based protocols led to greater improvements than traditional methods. The dynamic and variable nature of SSG likely enhances neuromuscular stimulation, motor engagement, and motivation during physical education lessons. Full article

Grounded in the assessment ecology framework, we examine how assessment components (school assessment policies, teacher assessment practices and training) are linked to the reading achievements of 151,969 students from 19 countries. Analyses of the 2018 PISA survey and test data yielded these results. Schools that posted assessment results for accountability, or teachers who often clarified learning goals, tracked student progress or accordingly adapted their teaching had students with higher reading scores. By contrast, schools mostly using assessment data to evaluate, teachers trained in reading comprehension assessment, or giving more feedback had students with lower reading scores. Students in richer countries or with better relationships with their teachers had higher reading scores. These findings show the complexity and interactions within assessment ecologies that shape learning outcomes. Full article

Inclusive education (IE) aims to promote meaningful participation and a sense of belonging for all learners. However, limited research has examined how students with learning difficulties (LDs) experience inclusion in everyday school life. This study explored how primary school students with mild LDs perceive their participation, relationships with teachers and peers, and the role of inclusive classes (ICs) within mainstream Greek primary education. A qualitative design was adopted, and data were collected through semi-structured interviews with ten Grade 6 students receiving support through ICs. Transcripts were analyzed using thematic analysis. Findings indicated that participation was associated with perceived competence in academic tasks, with language-based activities frequently described as cognitively demanding and stressful. Belonging was predominantly felt through peer acceptance and supportive teacher practices rather than solely through classroom placement. The ICs were perceived as providing individualized support and emotional safety, although some ambivalence regarding withdrawal from the mainstream classroom was reported. Students stressed the need for flexible assessment and clearer instructional guidance to enhance fairness and participation. Overall, the findings show that inclusion is experienced as a dynamic interaction between academic accessibility, interpersonal relationships, and supportive learning environments. They also underline the importance of incorporating student voice into inclusive practice. Full article

This study examines how the Science of Reading is represented in Twitter discourse and compares these representations to contemporary models of reading development. Although the Science of Reading is frequently positioned as an equity-oriented reform, little is known about how related ideas circulate in public discourse, particularly across social media platforms that increasingly shape teacher learning, policymaking, and public opinion. This content analysis study analyzed a sample of 14,165 tweets containing the hashtag #scienceofreading from 2020–2021 and 2022–2023. It explores two primary questions investigating (1) the extent to which essential literacy skills (e.g., phonological awareness, phonics, comprehension, vocabulary) are referenced in tweets or linked content and (2) the extent to which specific subgroup classifications identified by the National Assessment of Educational Progress (e.g., Black, Hispanic, students with disabilities, low-income, and other populations) are mentioned in the same sample of discourse on Twitter. Findings demonstrate that online discourse on Twitter (now X) includes more references to decoding-related skills such as phonological awareness and phonics, with far fewer mentions of language-related skills such as comprehension or vocabulary. Mentions of subgroups were minimal, while references to students with disabilities with explicit mention of dyslexia occurred at four times the frequency of race- or income-related subgroups. These distributions contrast with persistent national achievement disparities and suggest that contemporary Science of Reading discourse is more strongly oriented toward decoding-related skills than toward equity-focused concerns. Implications for teacher preparation, policy enactment, and critical media literacy are discussed. Full article

Background/Objectives: The manual analysis of sperm morphology, crucial for male infertility diagnosis, is subjective and time-consuming. Automated methods using deep learning, offer a promising alternative; however, standard deep models are prone to overfitting when applied to small, heavily unbalanced clinical datasets, limiting their generalization capability. This study proposes a knowledge distillation approach that functions as a strong regularizer, improving the robustness of automated sperm morphology analysis. Methods: We utilize soft distillation to transfer knowledge from a set of high-capacity teacher models to a smaller student model (SwinV2-base). The teacher architectures include SwinV2-large, EfficientNetV2-m, and ConvNeXtV2-large. To maximize performance, we investigated two distillation strategies: a single-teacher approach, where the student learns from one specific architecture, and a multi-teacher approach, where the student learns from an averaged response of multiple teachers. The models were trained on the imbalanced Hi-LabSpermMorpho dataset, which comprises 18 different sperm morphology categories derived from three differently stained (BesLab, Histoplus, GBL) sample sets. We adopted a cross-dataset training approach in which the teacher models were fine-tuned using the combination of two stained datasets, and the student model was trained on the third, distinct stained dataset. The global loss function combined cross-entropy loss with Kullback–Leibler divergence, employing the teacher’s soft probabilities to prevent the student from over-confidence. Results: The experimental results demonstrate that the student model trained in a multi-teacher setup with augmentation and soft distillation attains higher accuracies (70.94% on BesLab, 73.61% on Histoplus, 71.63% on GBL) than the baseline models. Conclusions: This approach mitigates challenges associated with data scarcity and heavily unbalanced sperm morphology datasets, providing consistent improvements and offering a highly generalizable solution for clinical diagnostics. Full article

Laboratory courses in chemistry teacher education are commonly framed as spaces for mastering experimental procedures; however, they may also function as pedagogical environments where pre-service teachers begin integrating content knowledge (CK) with pedagogical knowledge (PK). Rather than measuring Pedagogical Content Knowledge (PCK) as an outcome, this comparative study examines how laboratory structures create opportunities for CK–PK integration and PCK-related reasoning in chemistry teacher education programs in Kazakhstan and Türkiye. A qualitative comparative case study design was employed. Data were collected through 60 h of in situ observations and semi-structured interviews with 46 third-year pre-service chemistry teachers at two public universities. The analysis focused on how laboratory organization, instructional facilitation, time allocation, assessment, and material resources shape conditions for analytical and reflective engagement. Findings identify four interrelated dimensions of laboratory affordances: structural organization, pedagogical facilitation, experiential engagement, and reflective regulation. Extended laboratory sessions and dedicated laboratory credits in the Turkish case supported sustained inquiry and reflection, whereas shorter, combined lecture–laboratory formats in the Kazakhstani case constrained extended pedagogical reasoning. The proposed Laboratory Affordance Model highlights how laboratory design influences early-stage PCK-related reasoning, offering implications for curriculum design and chemistry teacher education policy. Full article

This study investigates the structural relationships between maternal phubbing, toddlers’ language development, and their social development over a three-month interval. The sample consisted of 239 toddlers (aged 16–36 months) residing in Seoul and Gyeonggi-do, along with their mothers and classroom teachers. Data collection was conducted in two phases: the primary survey in May 2025 assessed maternal phubbing and toddlers’ language development through maternal reports, followed by a secondary survey in August 2025, where classroom teachers evaluated the toddlers’ social development. The findings revealed that while maternal phubbing did not significantly predict toddlers’ language development, it exerted a significant negative impact on their social development three months later. Additionally, toddlers’ language development was found to positively influence their subsequent social development. These results suggest that maternal phubbing and toddlers’ language development operate through independent pathways to influence social outcomes. By employing a three-month short-term longitudinal design (time-lagged design), this study identifies a direct path from maternal phubbing to social development and reaffirms the critical role of early language skills in fostering social competence during toddlerhood. Full article

This study examines the increasing concern regarding teacher job satisfaction, which has a direct impact on retention, instructional quality, and student outcomes. Traditionally, teacher satisfaction has been evaluated through questionnaires, which present limitations in terms of data efficiency and analyses. In this study, machine learning techniques were applied to data from the PISA 2022 teacher questionnaire in Morocco (N = 2998 lower-secondary teachers). Two multiclass classification targets were defined: overall job satisfaction (SATJOB_class) and satisfaction with the teaching profession (SATTEACH_class), each categorised into three balanced classes: low (<−0.5), medium (−0.5 to 0.5), and high (>0.5) classes. The methodology comprised four key stages. Initially, comprehensive pre-processing was conducted to address missing values, retaining features with fewer than 300 missing entries and applying mode imputation. Subsequently, nine classifiers, including logistic regression, K-nearest neighbours, multinomial naïve Bayes, support vector machine, decision tree, random forest, XGBoost, AdaBoost, and a feed-forward Artificial Neural Network, were evaluated using identical train/test splits and hyperparameter tuning. Third, the model performance was assessed using accuracy, precision, recall, and F1-score. Finally, the feature importance was derived from tree-based and permutation methods. The results indicated that XGBoost outperformed the other models for SATJOB_class with an accuracy (0.61), precision (0.62), recall (0.61), and F1-score (0.61), followed by Random Forest (accuracy = 0.59), Logistic Regression (accuracy = 0.59), and AdaBoost (accuracy = 0.59). For SATTEACH_class, Random Forest led with accuracy (0.59), followed closely by XGBoost (0.58), ANN (0.57), and AdaBoost (0.56). Key predictors of teacher job satisfaction included workload-related variables and school-environment factors, which consistently emerged as the most important features across the best-performing models. The methodology and open-source pipeline provide a reproducible framework for evidence-based interventions to improve teacher retention and instructional quality, offering valuable insights for policymakers and educational administrators. Full article

This qualitative study investigates the challenges teachers face when teaching English as a foreign language (EFL) to deaf (in this article, deaf (lower case) refers to the audiological condition of hearing loss, whereas Deaf (capitalized) is used to denote individuals who identify as members of the Deaf community and share a common sign language and distinct cultural values) and hard-of-hearing (DHH) students in German schools for the Deaf. The study is situated within a structural–theoretical professionalization framework, which focuses on the relationship between institutional conditions, teacher education structures, and professional action. Semi-structured interviews were conducted with 16 teachers of DHH students and the data were examined using qualitative content analysis. The findings reveal five central areas of challenge: (1) heterogeneity of the student body; (2) limited time (for preparing and adapting materials); (3) restricted subject-matter and sign-language competence, including missing links between EFL didactics and Deaf education in teacher training; (4) uncertainties surrounding the language design of EFL instruction, particularly the role of American Sign Language (ASL), German Sign Language (DGS), and written English; and (5) the lack of consistent, accessible exam formats and standards. Teachers report substantial insecurity due to the absence of coherent concepts, policy frameworks, and specialized training pathways, which fosters divergent classroom practices and tensions within teaching staff. The results highlight an urgent need for systematic integration of Deaf education, sign language training, and EFL pedagogy in teacher education, as well as for evidence-based guidelines on language classroom practice and assessment for DHH learners. Full article

This study investigated psychological burnout among special education teachers in Qatar and analyzed its associations with professional and social factors. Employing a descriptive–correlational design, 204 special education teachers (M age = 42.73 years, SD = 10.23) completed two instruments: an 18-item burnout scale measuring emotional exhaustion, depersonalization, and reduced personal accomplishment, and a 20-item scale assessing administrative and institutional stressors, parent- and community-related pressures, and work–life balance difficulties. Descriptive statistics revealed a moderate overall level of burnout, with emotional exhaustion as the most prominent dimension, followed by reduced personal accomplishment; depersonalization was comparatively low. Professional and social factors were also rated at a moderate level, with work–life balance difficulties exhibiting the highest mean. Multivariate analyses identified significant differences in burnout dimensions by gender, whereas age, years of experience, educational qualification, and workplace setting were not significantly associated with burnout. Multiple regression analysis indicated that the three factors collectively explained a substantial proportion of variance in burnout, with work–life balance difficulties demonstrating the strongest unique association, followed by administrative and institutional stressors and parent- and community-related pressures. These results highlight the need for organizational and relational supports, as well as policies that protect teacher time and wellbeing, to sustain special education services in Qatar. Full article

Farm-to-school initiatives, including school gardens, are an increasingly popular strategy to increase student access to healthy produce and nutrition education opportunities. While studies show school garden programs and garden-enhanced nutrition education can positively impact student consumption of fruits and vegetables, there is a gap in evaluation tools that can be used by practitioners across varied school sites, grades, and communities, to assess outcomes of their garden programs. This effort piloted the Student Garden Retrospective Survey (SGR) for grades 4+ in four classrooms in two counties in California. The instrument included items to measure program exposure, garden skill experiences, changes in students’ behaviors, preferences, and attitudes, as well as their perceptions of the program. Student and teacher feedback on the evaluation tool was gathered to determine if students understood the questions being asked, were able to complete the survey, and whether the evaluation questions were pertinent to their school gardening experiences. The results demonstrate that the SGR is suitable for evaluating school garden and garden-enhanced nutrition education programming. In the future, the evaluation tool can be used by practitioners to iteratively improve garden-based education to enhance students’ nutrition and health outcomes. Full article

Cardiopulmonary arrests are time-dependent emergencies where survival rates are quickly reduced without early intervention. BLS training programmes for teachers and schoolchildren must be mandatory, as they not only improve efficacy when performing the manoeuvres but also enhance willingness to do so. Background/Objectives: To analyse changes in knowledge and whether they are sustained in time after a theoretical–practical intervention led by nurses. To objectively analyse the quality of chest compressions according to the students’ group and age. Methods: A quasi-experimental study without a Control Group and with three measuring instances: Baseline (T0), Immediate post-intervention (T1) and at three months (T2). Knowledge was assessed by means of an ad hoc questionnaire; in turn, the chest compressions were evaluated using a mannequin with feedback. The longitudinal changes were analysed based on paired discordant answers. Descriptive analyses according to age and schooling level were performed. Results: There were 982, 756 and 509 students at T0, T1 and T2, respectively. A total of 206 records were paired at all three measuring moments. The intervention was associated with an increase in knowledge test scores, which is preserved at three months. Most of the questionnaire items presented positive changes or remained unchanged. The significant difference was maintained in 8 of the 10 questions. As for the compressions, a significant and positive correlation was found between age and overall score, depth and rate. The comparative analysis between the Lower Secondary Education and Higher Secondary Education groups found significant differences in those same variables, as well as a difference in release. Conclusions: Altogether, the results of this study contribute evidence about the effectiveness of BLS training among adolescents in a real-world context, underscoring the need for ongoing and age-adapted interventions. Full article