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Search Results (342)

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Keywords = compulsory education

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21 pages, 264 KB  
Article
Student Teachers as Learners and Teachers: Praxeological Perspectives on Programming in Mathematics
by Odd Tore Kaufmann, Khaled Jemai, Marianne Maugesten and Toril Eskeland Rangnes
Educ. Sci. 2026, 16(1), 104; https://doi.org/10.3390/educsci16010104 - 12 Jan 2026
Viewed by 312
Abstract
This study investigates how master’s student teachers (MSTs) conceptualize and integrate programming and computational thinking within mathematics education. Grounded in the Anthropological Theory of the Didactic, and specifically its notion of praxeology, the study analyses 39 written reflections produced by MSTs who completed [...] Read more.
This study investigates how master’s student teachers (MSTs) conceptualize and integrate programming and computational thinking within mathematics education. Grounded in the Anthropological Theory of the Didactic, and specifically its notion of praxeology, the study analyses 39 written reflections produced by MSTs who completed a compulsory programming-based mathematics task. The analysis identifies both mathematical and didactic praxeologies, revealing how MSTs’ engagement with programming reflects their development both as learners and as future teachers. The findings demonstrate that MSTs’ personal learning strategies, such as exploration, iteration, and productive struggle, closely parallel their envisioned classroom practices. The findings also show that many participants framed programming itself as the central learning object, highlighting a need to develop confidence and competence before applying programming as a tool for mathematical inquiry. The study argues that programming tasks provide a productive arena for bridging theory and practice in teacher education by fostering an interplay between praxis (know-how) and logos (know-why). Finally, the results indicate that MSTs require institutional support specifically aimed at developing basic programming fluency (e.g., handling syntax, debugging, and programming environments), so that computational thinking can be mobilized for mathematical exploration rather than being overshadowed by technical challenges. Full article
21 pages, 1916 KB  
Systematic Review
Contribution of Citizen Science to SDG 4: A Systematic Review of the Evaluation of Learning Outcomes in Citizen Science Projects in Compulsory Education
by Gloria Rodríguez-Loinaz
Sustainability 2026, 18(2), 703; https://doi.org/10.3390/su18020703 - 9 Jan 2026
Viewed by 231
Abstract
The contribution that the inclusion of CS in the curriculum can make to address SDG 4—Quality Education—which fosters convergence between Science Education and Education for Sustainable Development, essential for addressing the sustainability challenges currently facing humanity, has been widely recognized. This recognition is [...] Read more.
The contribution that the inclusion of CS in the curriculum can make to address SDG 4—Quality Education—which fosters convergence between Science Education and Education for Sustainable Development, essential for addressing the sustainability challenges currently facing humanity, has been widely recognized. This recognition is driving the inclusion of CS in formal education. However, to ensure that the use of CS in formal education contributes to this objective, a systematic and rigorous evaluation of its benefits in terms of participants’ learning outcomes (LO) is necessary. This study presents a systematic review of the published literature on CS projects implemented in compulsory education to examine whether students’ LO from participation in CS projects are evaluated, and if so, how this evaluation is performed. The results indicate a lack of systematic evaluation of LO from participating in CS projects. Moreover, although in 79% of cases, where some LO is evaluated, the evaluation reported positive results, in most of them, the results may have been influenced by the voluntary or mandatory nature of participation in the projects and the design of the evaluation itself. This may bias the results, leading to an over-optimistic view of the contribution of CS to SDG 4. In order to obtain solid evidence of the benefits, or lack thereof, for learners of participation in CS activities, which can guide the designers and educators in improving the CS projects to maximize their educational and sustainability impacts, some recommendations for future studies are presented. Full article
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21 pages, 397 KB  
Review
Presence, Participation and Learning in Educational Inclusion: A Systematic Mapping Review of Barriers in School Contexts According to Booth and Ainscow
by Miriam Catalina González-Afonso, Carmen de los Ángeles Perdomo-López, Zeus Plasencia-Carballo, Juan Luis Cabanilla-García and David Pérez-Jorge
Educ. Sci. 2026, 16(1), 95; https://doi.org/10.3390/educsci16010095 - 8 Jan 2026
Viewed by 279
Abstract
From the perspective of educational inclusion proposed by Booth and Ainscow, the transformation of school systems revolves around three key dimensions: presence, participation and learning. These dimensions constitute the axes of the so-called Inclusion Index and allow for a holistic analysis of the [...] Read more.
From the perspective of educational inclusion proposed by Booth and Ainscow, the transformation of school systems revolves around three key dimensions: presence, participation and learning. These dimensions constitute the axes of the so-called Inclusion Index and allow for a holistic analysis of the barriers that limit equity and inclusion in school contexts. Based on this theoretical framework, this study aims to systematically map the barriers documented in recent academic literature (2000–2025) that affect these dimensions at the primary and compulsory secondary education levels, with a special focus on intersectional variables that amplify inequalities (gender, migration, disability, mental health, among others). Full article
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15 pages, 1566 KB  
Article
Digital Leisure as a Resource for Environmental Education and Environmental Conservation
by Macarena Esteban Ibañez, Luis Vicente Amador Muñoz and Francisco Mateos Claros
Sustainability 2026, 18(2), 564; https://doi.org/10.3390/su18020564 - 6 Jan 2026
Viewed by 186
Abstract
This study examines patterns of Information and Communication Technology (ICT) use during leisure time among non-university students in the Autonomous Community of Andalusia (Spain) and explores their potential to inform environmental education initiatives. Two research questions guided the study: (1) Which devices and [...] Read more.
This study examines patterns of Information and Communication Technology (ICT) use during leisure time among non-university students in the Autonomous Community of Andalusia (Spain) and explores their potential to inform environmental education initiatives. Two research questions guided the study: (1) Which devices and usage times characterize students’ digital leisure according to gender and educational level? (2) How can these patterns inform the design of contextualized environmental education actions? A cross-sectional quantitative study was conducted using a survey administered to 1251 students enrolled in Primary Education, Compulsory Secondary Education, Upper Secondary Education (Baccalaureate), and Vocational Training in the cities of Seville, Malaga, Cádiz, and Granada. The questionnaire, consisting of 49 items, assessed the use of television, tablets, mobile phones, computers, and video games during leisure time. Data were analysed using descriptive statistics, inferential analysis (ANOVA), and multivariate analysis (MANOVA). The results highlight the central role of the mobile phone as the dominant device across all educational stages, as well as significant age-related differences in the use of television, tablets, and video games. Gender differences were found only in the time devoted to video gaming. The main contribution of this study lies in providing updated empirical evidence on youth digital leisure within a specific geographical context, identifying opportunities to integrate digital resources into environmental education initiatives that are sensitive to educational stage and gender and aligned with sustainability goals. The use of ICTs is proposed to create interactive educational experiences that prepare students to address ecosocial challenges, promote sustainable development, and foster a stronger connection with the natural environment. Full article
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16 pages, 799 KB  
Article
Detection of High Abilities: An Empirically Evidenced Alternative to Biased Detection
by Leire Aperribai, Elena Rodríguez-Naveiras, Triana Aguirre, Teresa González-Pérez and África Borges
J. Intell. 2026, 14(1), 9; https://doi.org/10.3390/jintelligence14010009 - 6 Jan 2026
Viewed by 384
Abstract
Students with high ability (HA), due to their differential characteristics, need to receive a specific educational response for the adequate development of their potential. Thus, they must be detected and then identified, but many of these students (around 9.5%, based on prevalences of [...] Read more.
Students with high ability (HA), due to their differential characteristics, need to receive a specific educational response for the adequate development of their potential. Thus, they must be detected and then identified, but many of these students (around 9.5%, based on prevalences of domain-specific definitions) remain unidentified, especially among girls. The low detection of highly able students raises the need to establish more objective and efficient criteria. Thus, the objective of this study is to analyze whether the use of objective tests in the procedure increases the number of male and female students detected with HA. To detect students with HA, the general intelligence assessment instrument Matrices-TAI has been applied to students from the first to the third year of Compulsory Secondary Education in different educational centers in the Community of the Canary Islands (N = 1216). The results show that in official data, only 1.17% of HA students (0.89% of girls and 1.44% of boys) have been identified, while 9.21% (8.10% of girls and 10.35% of boys) have a higher intelligence in this convenience sample, coinciding with the percentages of talent found in the literature. In conclusion, in our sample, universal screening with a rigorous intelligence test identified a substantially larger proportion of students, including girls, than current nomination-based procedures appear to capture in administrative statistics, suggesting that such screening may reduce gender disparities in identification. Full article
17 pages, 2256 KB  
Article
Game Design as a Pedagogical Tool: Evaluating CriaMat in Mathematics Education
by Carla Duarte, Sónia Pais and Andreia Hall
Educ. Sci. 2026, 16(1), 71; https://doi.org/10.3390/educsci16010071 - 5 Jan 2026
Viewed by 201
Abstract
This study explores the potential of educational game design as a pedagogical strategy for teaching Mathematics in lower secondary education, addressing persistent challenges related to students’ motivation and engagement with the subject. The research focuses on the creation and implementation of a game, [...] Read more.
This study explores the potential of educational game design as a pedagogical strategy for teaching Mathematics in lower secondary education, addressing persistent challenges related to students’ motivation and engagement with the subject. The research focuses on the creation and implementation of a game, CriaMat, an ideation tool developed to support students in designing their own mathematical games. A qualitative approach was adopted, structured as a case study conducted in four classes and involving a total of 50 students. Data collection followed a mixed-methods strategy, combining participant observation, document analysis, and questionnaire-based inquiry, each applied during different phases of the intervention. The results indicate a positive reception of the approach, particularly in terms of student engagement, collaboration, and perceived learning. Analysis of the games produced demonstrates students’ ability to create functional games that integrate the knowledge and skills developed throughout the process. The findings also suggest that learning to design games was perceived as a valuable strategy for engaging with and consolidating mathematical content, while simultaneously providing a privileged context for developing essential competencies—such as critical thinking, creativity, and problem-solving—aligned with the national competency framework for compulsory education. The study does not aim to measure learning gains, but rather to explore students’ perceptions and experiences of learning mathematics through the process of game creation. Full article
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17 pages, 299 KB  
Article
Teachers’ Attitudes Toward Inclusion and the ICF: Evidence from a National Survey in Portugal
by Maria José Saragoça and Adelinda Araújo Candeias
Educ. Sci. 2026, 16(1), 44; https://doi.org/10.3390/educsci16010044 - 30 Dec 2025
Viewed by 274
Abstract
The “International Classification of Functioning, Disability and Health (ICF)” frames disability as an interaction between individual functioning and contextual factors, promoting participation over deficit-based models. In Portugal, the ICF was mandatory for eligibility decisions between 2008 and 2018 and remains a conceptual reference [...] Read more.
The “International Classification of Functioning, Disability and Health (ICF)” frames disability as an interaction between individual functioning and contextual factors, promoting participation over deficit-based models. In Portugal, the ICF was mandatory for eligibility decisions between 2008 and 2018 and remains a conceptual reference in inclusive education. However, little is known about teachers’ attitudes toward its use. This study explored Portuguese teachers’ attitudes toward (a) inclusion of students with “special educational needs (SEN)” and (b) the ICF as a framework for educational planning. A cross-sectional online survey was conducted with 417 public-school teachers working across all levels of compulsory education, from pre-school to secondary education. The questionnaire assessed six indicators of inclusion attitudes and a validated 27-item ICF Attitudes Scale. Data were analyzed using descriptive and correlational procedures. Teachers expressed strong support for participation in school life and selective academic integration, while rejecting full-time placement for all SEN students. Attitudes toward the ICF were generally positive, highlighting its perceived usefulness for planning and identifying barriers. Professional background variables showed only weak associations with these attitudes. Teachers value inclusive participation and recognize the ICF’s potential, but practical implementation depends on time, resources, and collaboration. Findings underscore the need for practice-based professional development to strengthen inclusive education. Full article
19 pages, 1917 KB  
Article
Ultrasound Training in the Digital Age: Insights from a Multidimensional Needs Assessment
by Johannes Matthias Weimer, Florian Recker, Thomas Vieth, Samuel Kuon, Andreas Michael Weimer, Julia Weinmann Menke, Holger Buggenhagen, Julian Künzel, Maximilian Rink, Daniel Merkel, Lukas Müller, Lukas Pillong and Liv Weimer
Appl. Sci. 2026, 16(1), 71; https://doi.org/10.3390/app16010071 - 20 Dec 2025
Viewed by 318
Abstract
Background: Digitalisation is transforming medical education, but its integration into ultrasound training remains limited. This study evaluates the needs of students and physicians regarding digitally supported ultrasound education. Materials and Methods: A multi-year cross-sectional study (2017–2022) employed two standardised questionnaires. The [...] Read more.
Background: Digitalisation is transforming medical education, but its integration into ultrasound training remains limited. This study evaluates the needs of students and physicians regarding digitally supported ultrasound education. Materials and Methods: A multi-year cross-sectional study (2017–2022) employed two standardised questionnaires. The first assessed the perceived relevance of ultrasound in medical education, the desirability of compulsory teaching, and the integration of digital media and case-based learning. The second explored user-centred requirements for e-learning formats, including functionality, multimedia design, usability, interactivity, and financing, as well as current use of digital devices and reference materials. Data were collected using dichotomous and 7-point Likert scales (1 = high need/strong agreement, 7 = low need/weak agreement). Results: A total of 3479 responses were analysed (2821 students; 658 physicians). Both groups showed strong support for integrating ultrasound into curricula (1.3 ± 0.7) and mandatory education (1.4 ± 0.9), with students expressing significantly greater support (p < 0.001). There was broad agreement on the integration and development of digital media (1.7 ± 1.0), as well as the use of case studies (1.4 ± 0.8), with no significant differences between groups (p > 0.05). Case-based learning as a stand-alone format was less favoured (3.4 ± 1.9). In the user-centred needs analysis, both groups rated features like search functions (1.4 ± 0.8), usability (1.5 ± 0.9), and learning objective checks (2.7 ± 1.6) as important. High-quality media (1.5 ± 0.9) and pathology explanations (1.6 ± 1.1) were also highly valued. Students primarily relied on digital platforms, while physicians used a more varied mix of digital platforms, guidelines, and textbooks. Conclusions: The study highlights the need for more extensive, digitally supported ultrasound training, with a focus on functionality and usability. Standardisation through structured certification processes should be considered for future implementation. Full article
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20 pages, 866 KB  
Article
Intersecting Inequalities and Educational Access: Insights from Urban Slum Households
by Meherin Ahmed Roza, Md Nasir Uddin and Ridwan Islam Sifat
Societies 2026, 16(1), 1; https://doi.org/10.3390/soc16010001 - 19 Dec 2025
Viewed by 463
Abstract
Compulsory education is a foundation for equitable development, yet many children in urban slums remain excluded. In Dhaka, Bangladesh, this exclusion challenges the assumption that cities naturally provide better educational opportunities. This study aimed to identify the social and economic factors influencing access [...] Read more.
Compulsory education is a foundation for equitable development, yet many children in urban slums remain excluded. In Dhaka, Bangladesh, this exclusion challenges the assumption that cities naturally provide better educational opportunities. This study aimed to identify the social and economic factors influencing access to compulsory education among slum households. A mixed-methods design was applied using multistage sampling. Quantitative data were collected through surveys of 410 households across four large slums in Dhaka, and qualitative insights were drawn from 15 household interviews. Statistical tests, including Chi-square and one-way ANOVA, were used to examine associations between school dropout and socioeconomic variables. The results indicate that both social and economic conditions affect school dropout rates. Social influences include early marriage, child labor, drug use, low parental education, and household responsibilities that reduce time for schooling. Economic barriers include low family income, schooling costs, and dependence on child earnings. These constraints reduce the real opportunities children have to remain in school, which helps explain why exclusion continues despite compulsory education policies. Coordinated policy action is needed, including simplified school admission procedures, expanded mobile documentation services, and conditional stipends to offset incidental schooling costs. Adult literacy initiatives, stronger enforcement of child marriage and child labor laws, and practical training for school staff to work with slum communities are also important. These measures would support more consistent access to compulsory education for children living in Dhaka’s slums. Full article
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6 pages, 332 KB  
Viewpoint
Transforming Medical Education Through International Accreditation: The Case of the Mongolian National University of Medical Sciences (2010–2024)
by Oyuntugs Byambasukh, Usukhbayar Munkhbayar, Munkhbaatar Dagvasumberel, Khangai Enkhtugs, Oyungoo Badamdorj, Khandmaa Sukhbaatar, Damdindorj Boldbaatar, Batbaatar Gunchin and Enkhtur Yadamsuren
Int. Med. Educ. 2026, 5(1), 2; https://doi.org/10.3390/ime5010002 - 19 Dec 2025
Viewed by 339
Abstract
This paper examines the 14-year journey of the Mongolian National University of Medical Sciences (MNUMS) in achieving and sustaining international accreditation for its undergraduate medical program. Beginning in 2010, MNUMS undertook a series of institutional reforms that culminated in full accreditation in 2016 [...] Read more.
This paper examines the 14-year journey of the Mongolian National University of Medical Sciences (MNUMS) in achieving and sustaining international accreditation for its undergraduate medical program. Beginning in 2010, MNUMS undertook a series of institutional reforms that culminated in full accreditation in 2016 and re-accreditation in 2024 by an international agency recognized by the European Network for Quality Assurance in Higher Education (ENQA). Drawing on institutional self-assessment reports, evaluator feedback, and stakeholder consultations, this case study explores how the accreditation process functioned as a catalyst for educational reform and quality enhancement. The findings reveal major transformations in curriculum design, assessment systems, and institutional governance. MNUMS adopted the European Credit Transfer and Accumulation System (ECTS), introduced outcome-based education and Entrustable Professional Activities (EPAs), expanded its Clinical Skills Center, and implemented a compulsory undergraduate research project. Additionally, the creation of an integrated Bachelor–Master pathway and strengthened international partnerships further advanced the university’s alignment with global medical education standards. This case illustrates how international accreditation can drive systemic improvement in medical education within developing-country contexts. The MNUMS experience highlights the value of sustained institutional commitment, responsiveness to external evaluation, and the strategic use of accreditation as a framework for continuous innovation and global integration. Full article
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12 pages, 604 KB  
Article
Translation and Validation of the Attitudes Towards Inclusion of Students with Disabilities in Physical Education Questionnaire (AISDPE) and the Basic Empathy Scale (BES) in Basque
by Jurgi Olasagasti-Ibargoien, Naroa Uria-Olaizola and Olatz Zabala-Domínguez
Disabilities 2026, 6(1), 1; https://doi.org/10.3390/disabilities6010001 - 19 Dec 2025
Viewed by 325
Abstract
Inclusive education is currently a central priority within the Basque educational system, where the right to education is understood as a fundamental right that must be guaranteed in inclusive environments fostering social interaction among all members of the school community. Attitudes towards inclusion [...] Read more.
Inclusive education is currently a central priority within the Basque educational system, where the right to education is understood as a fundamental right that must be guaranteed in inclusive environments fostering social interaction among all members of the school community. Attitudes towards inclusion are a key factor for ensuring the participation of students with disabilities, and empathy has been identified as one of the main capacities supporting inclusive practices. The aim of this study was to translate to Basque, culturally adapt, and validate the Attitudes towards Inclusion of Students with Disabilities in Physical Education Questionnaire (AISDPE) and the Basic Empathy Scale (BES). A validation and reliability study was conducted with 151 students enrolled in compulsory secondary education at a public school in Gipuzkoa. Confirmatory factor analysis was applied to assess construct validity. Reliability was examined using Cronbach’s alpha and omega coefficients for each dimension of both questionnaires. Results demonstrated satisfactory reliability for both instruments (α and ω > 0.75), supporting their applicability in Basque. These findings contribute to the availability of validated tools to assess attitudes towards inclusion and empathy, thereby facilitating future research on inclusive education in the Basque context. Full article
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17 pages, 709 KB  
Article
Assessing the Relationship Between the Implementation of Compulsory Education Laws and Girls’ School Attendance in Twenty-Seven Countries
by Bijetri Bose, Alfredo Martin, Amy Raub and Jody Heymann
Soc. Sci. 2025, 14(12), 703; https://doi.org/10.3390/socsci14120703 - 8 Dec 2025
Viewed by 498
Abstract
Achieving education for all and gender parity in education is central to Sustainable Development Goal 4. However, there are still an estimated 78 million primary-school-age children and 64 million lower-secondary-school-age children. Half of these out-of-school children live in sub-Saharan Africa. Disproportionately, girls are [...] Read more.
Achieving education for all and gender parity in education is central to Sustainable Development Goal 4. However, there are still an estimated 78 million primary-school-age children and 64 million lower-secondary-school-age children. Half of these out-of-school children live in sub-Saharan Africa. Disproportionately, girls are out of school, particularly rural and low-income girls. Building longitudinal policy data from 51 African countries and using data on school attendance from 35 African countries, we assess school attendance in the 27 countries that had made at least primary education compulsory and tuition-free. We find that once education becomes compulsory, it is possible to achieve gender parity in education. In 20 of the 27 countries studied with compulsory tuition-free education, primary-school-aged girls were as likely or slightly more likely than boys to be reported as attending school. Rural girls were more likely to be out of school than urban girls and girls from the poorest households were more likely to be out of school than girls from the richest households. Importantly, in countries where overall implementation was high, the gaps for girls across location and social class were small, indicating strong implementation is feasible in rural areas and in poorer neighborhoods. Full article
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20 pages, 393 KB  
Article
From Framework to Practice: A Study of Positive Behaviour Supports Implementation in Swedish Compulsory Schools
by Fathi Abou Zaid and Lena Boström
Educ. Sci. 2025, 15(12), 1621; https://doi.org/10.3390/educsci15121621 - 2 Dec 2025
Viewed by 564
Abstract
Improving the social environment conducive to learning in schools is a critical challenge globally and within the Swedish context, as education systems face persistent issues like a lack of classroom safety and a concurrent crisis in teacher well-being and professional leadership. Therefore, various [...] Read more.
Improving the social environment conducive to learning in schools is a critical challenge globally and within the Swedish context, as education systems face persistent issues like a lack of classroom safety and a concurrent crisis in teacher well-being and professional leadership. Therefore, various intervention frameworks are implemented to address the issue. This study investigated how two Swedish compulsory schools implemented the Positive Behaviour Supports (PBS) framework. By combining classroom observations and teacher interviews, the research addresses a gap in existing research that often provides an incomplete view of actual practices. The results, based on observations and interviews with 14 staff members, confirmed that PBS successfully creates a calm and predictable school climate. Teachers consistently maintained a calm demeanour and used clear lesson structures, along with positive feedback. However, the study also revealed a significant gap between the intended proactive nature of PBS and the observed reactive behaviours of teachers. While the framework fostered a shared, collaborative approach among staff, it was inconsistently applied when it came to proactive strategies, such as explicitly teaching social and life skills. The results suggest that future professional development should focus on helping teachers shift from a reactive to a more consistently proactive and positive model of behavioural support. Full article
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29 pages, 339 KB  
Article
Raising Children the Yörük Way: Traditional Practices and the Pressures of Modernization in Türkiye
by Özcan Palavan, Zeynep S. Uçaral, Ahmet Güneyli and Şeniz Şensoy
Genealogy 2025, 9(4), 139; https://doi.org/10.3390/genealogy9040139 - 1 Dec 2025
Viewed by 826
Abstract
Background: This study examines how the Yörük community in Türkiye balances the preservation of traditional childrearing practices with modernization and compulsory schooling. Context: The Yörüks, a historically nomadic Turkic people, possess a distinct cultural identity that centres around oral knowledge transmission, family-based education, [...] Read more.
Background: This study examines how the Yörük community in Türkiye balances the preservation of traditional childrearing practices with modernization and compulsory schooling. Context: The Yörüks, a historically nomadic Turkic people, possess a distinct cultural identity that centres around oral knowledge transmission, family-based education, and pastoral living. Methods: A qualitative phenomenological approach was used. Data Collection: In-depth semi-structured interviews were conducted with 11 Yörük participants selected through purposive sampling. Results: Four core themes were identified: Yörük culture, expectations of children, childrearing practices, and perceptions of schooling. Tensions emerge between traditional responsibilities, gender roles, and modern schooling structures. Conclusions: The study shows that cultural dissonance with the national education system contributes to educational exclusion and identity tension among Yörük children. Theoretical Implications: This study challenges dominant educational paradigms that overlook minority epistemologies and underscores the need to incorporate pastoralist worldviews into inclusive education theory. Practical Implications: It calls for flexible, culturally responsive policies, such as mobile or seasonal schooling and culturally inclusive curricula. Research Implications: Future studies could focus on the longitudinal impacts of modernization on the educational outcomes of pastoral communities or conduct comparative studies with other nomadic groups. Full article
17 pages, 726 KB  
Article
Multilevel Intersectional Analysis to Identify Extreme Profiles in Italian Student Achievement Data
by Enrico Contin and Leonardo Grilli
Soc. Sci. 2025, 14(11), 672; https://doi.org/10.3390/socsci14110672 - 17 Nov 2025
Viewed by 765
Abstract
Students have diverse identities and social characteristics. The different combinations of these factors create a stratification that affects the learning outcomes. This study aims to identify the student profiles associated with the highest and lowest academic performance. To this end, we analyse data [...] Read more.
Students have diverse identities and social characteristics. The different combinations of these factors create a stratification that affects the learning outcomes. This study aims to identify the student profiles associated with the highest and lowest academic performance. To this end, we analyse data from the 2022/23 INVALSI Mathematics test for fifth-grade students. The approach used is the Multilevel Analysis of Individual Heterogeneity and Discriminatory Accuracy (MAIHDA), which highlights the intersectional nature of social inequalities in shaping academic achievement. The strata are defined by the intersections of sex, origin, family environment, parental education, and parental occupation. Moreover, recognising the critical role of the school context, we fit a cross-classified multilevel model with random effects for both intersectional strata and schools. Indeed, model fitting reveals that the school-level variance is substantial, being about three-fourths of the variance due to the intersectional strata. The results show that the lowest-performing students are characterised by an unfavourable family environment, parents with compulsory or unknown education, and parents who are unemployed or in blue-collar jobs. Full article
(This article belongs to the Special Issue Tackling Educational Inequality: Issues and Solutions)
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