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1.
Multilingualism in minority schools : new realities
Sabina Zorčič, Lara Sorgo, 2025, independent scientific component part or a chapter in a monograph

Abstract: Lately, the various forms of minority education (and other educational opportunities offered to immigrants and new minorities) are being used by the wider community and not only by minorities and immigrants (and their descendants). The present state of play is therefore a natural consequence of Europe’s long standing inclusive and non-discriminatory policies as well as globalisation and migration. Students’ and parents’ motives for the inclusion of speakers of majority languages in minority education programmes vary, ranging from tracing one’s roots to taking advantage of this opportunity to increase an individual’s cultural capital (with a view to a potential increase in economic capital thanks to additional (linguistic) competences). These students bring a new dynamic into the education of linguistic and/or ethnic minorities, which has both positive and negative implications. The most obvious and far-reaching are those affecting linguistic competence and multicultural awareness. The chapter reviews the data from our research exploring the Alps-Adria region, particularly two ethnically mixed areas, and focusing on: (1) Slovene secondary minority schools in Austria and (2) Italian primary schools from the coastal region of Slovene Istria in Slovenia.
Keywords: minority education, multilingualism, Alps-Adria region
Published in DiRROS: 14.01.2026; Views: 35; Downloads: 8
URL Link to file

2.
Evidence of the Disproportionate Representation of Foreign Populations in Special Education in Spain : An Approach to Statistical Data
Javier García Castaño, Cristina Goenechea Permisán, María Rubio Gómez, 2025, original scientific article

Abstract: For over half a century, there has been a growing awareness of the disproportionate representation of minority students in special education systems around the world. Spain has yet to undertake an in-depth analysis of this issue. This article investigates this situation using a statistical analysis of relevant data to align with international findings. By applying a z-score to the dataset of national and foreign populations, significant differences emerge, particularly among certain nationalities. The conclusions highlight considerations for future research, emphasizing the need for a multi-situated, interdisciplinary approach to address educational inequality.
Keywords: special education, minorities, segregation, Spain, disproportionate representation
Published in DiRROS: 13.01.2026; Views: 84; Downloads: 38
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3.
Bridging continents : postgraduate infectious diseases training programs from central Europe to Southeast Asia
Selcen Öncü, Hakan Erdem, Zeliha Kocak Tufan, Seif Salim Al‑Abri, Muna Al Maslamani, Jamal Wadi Alramahi, Sinan Alrifai, Bojana Beović, 2025, original scientific article

Abstract: Purpose: Increasing travel, climate change, spread of antimicrobial resistance and pandemics increased the need for welltrained infectious diseases (ID) specialists and qualified ID specialist training for protecting public health all over the world. In this study, we aimed to provide a comprehensive overview of ID specialty training programs for standardization and quality improvement in a large geographical area. Methods: We conducted a cross-sectional study among national respondents of 29 countries [Central Asia (Azerbaijan, Uzbekistan, the Kyrgyz Republic, Kazakhstan), the Middle East (Iran, Saudi Arabia, Jordan, Iraq, Oman, the United Arab Emirates, Qatar, Lebanon), Southeast Europe (Albania, Greece, Kosovo, Slovenia, Bosnia and Herzegovina, Serbia, the Republic of North Macedonia, Croatia), Eastern Europe (Russia, Moldova, Romania, Bulgaria), South Asia (India, Pakistan, Afghanistan), Southeast Asia (Malaysia), Türkiye] to evaluate the structure and components of ID training programs. Results: In this study, structural variability in ID training programs was notable. 65.5% of the countries offered independent specialty program, 59% of the countries reported a required exam for entry into the ID specialization. Nearly all of the countries had a formal training curriculum; written exams were the most common used assessment method. Conclusion: This study provides a comprehensive overview of ID specialty training across diverse regions, highlighting major structural differences in curricula, training duration, and national standards. Its broad geographic scope and contributions from actively engaged ID educators offer a unique global perspective. The findings underscore the urgent need for harmonized training frameworks, the strengthening of national curricula, and the promotion of international collaboration and inclusive strategies, all essential for developing a skilled, competent and resilient global ID workforce
Keywords: cross-sectional studies, health workforce, infectious diseases, medical education, specialty training
Published in DiRROS: 13.01.2026; Views: 68; Downloads: 35
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4.
Evaluation of adherence and knowledge retention for adrenaline autoinjector use in Hymenoptera venom-allergic patients with c-KIT p.D816V
Tea Močnik, Mitja Košnik, 2025, original scientific article

Abstract: Introduction: Severe anaphylaxis in patients with clonal mast cell disorders highlights the need for proper use of adrenaline autoinjectors. This study assessed knowledge retention and adherence to autoinjector use in c-KIT p.D816V-positive individuals with hymenoptera venom allergy undergoing venom immunotherapy (VIT) and prescribed two autoinjectors. Methods: Seventy-one VIT patients received personalized autoinjector education, with knowledge assessed at 3, 4 to 12, 12 to 24, and > 24 months. Fifteen patients 5 years post-VIT underwent video-based retraining and were assessed 1 month later. Results: Knowledge retention was 82.3% at 3 months, dropping to 40.0% at 12 to 24 months (p = 0.0160) and 22.2% after 24 months (p = 0.0005), indicating a clear decline over time. Common errors included ignoring the safety cap (16.7%), insufficient injection force, finger injection risk, and upper arm activation (totaling 19.0%). In addition, 19.8% failed to hold the autoinjector in the muscle for 3 seconds, 26.9% did not know to lie supine during anaphylaxis, and 14.3% did not seek emergency help. In the video-retrained group, 80.0% lacked proficiency 1 month later, 73.3% were unaware of the second dose, and 66.7% did not carry their devices. Conclusions: Ongoing tailored education is essential to ensure effective autoinjector use, especially in c-KIT p.D816V-positive venom-allergic patients. Video instruction alone may be insufficient.
Keywords: Hymenoptera, autoinjector, patient education
Published in DiRROS: 09.01.2026; Views: 95; Downloads: 22
.pdf Full text (6,38 MB)

5.
RAGCare-QA : a benchmark dataset for evaluating retrieval-augmented generation pipelines in theoretical medical knowledge
Jovana Dobreva, Ivana Karasmanakis, Filip Ivanisevic, Tadej Horvat, Matjaž Gams, Monika Simjanoska Misheva, 2025, other scientific articles

Abstract: The paper introduces RAGCare-QA, an extensive dataset of 420 theoretical medical knowledge questions for assessing Retrieval-Augmented Generation (RAG) pipelines in medical education and evaluation settings. The dataset includes one-choice-only questions from six medical specialties (Cardiology, Endocrinology, Gastroenterology, Family Medicine, Oncology, and Neurology) with three levels of complexity (Basic, Intermediate, and Advanced). Each question is accompanied by the best fit of RAG implementation complexity level, such as Basic RAG (315 questions, 75.0 %), Multi-vector RAG (82 questions, 19.5 %), and Graph-enhanced RAG (23 questions, 5.5 %). The questions emphasize theoretical medical knowledge on fundamental concepts, pathophysiology, diagnostic criteria, and treatment principles important in medical education. The dataset is a useful tool for the assessment of RAG- based medical education systems, allowing researchers to fine-tune retrieval methods for various categories of theoretical medical knowledge questions.
Keywords: medical education, retrieval-augmented generation, theoretical knowledge, multiple-choice questions
Published in DiRROS: 08.01.2026; Views: 96; Downloads: 42
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7.
Pathways of absenteeism and early leaving from education and training : ENESET Ad hoc report
Ana Kozina, final research report

Keywords: education, absenteeism, early leaving school, adolescents, prevention
Published in DiRROS: 29.12.2025; Views: 265; Downloads: 85
.pdf Full text (602,25 KB)
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8.
“I somehow survived... but I will never do it again” : teachers’ perspectives on past and future educational disruptions in Slovenia
Urška Štremfel, Manja Veldin, 2025, original scientific article

Abstract: Five years after the COVID-19 pandemic, namely, the biggest disruption to education in the last century, this article provides insights into the consequences it holds for teachers’ well-being, their (non)preparedness for and support needed in any such future disruptions in Slovenia. By utilising the Job Demands–Resources Model, insights are provided concerning job demands (stress) and job resources (support) on different levels (individual, micro, meso, macro, chrono) of Bronfenbrenner’s ecological systems theory. The importance of complementing large-scale, representative, quantitative data (from the Responses to Educational Disruption Survey (REDS)) with qualitative data obtained from two focus groups comprising eight teachers in total is demonstrated to gain a comprehensive understanding of teachers’ well-being during educational disruptions. This study confirms that the intertwining of different levels in Bronfenbrenner’s socio-ecological system explains job demands (sources of stress) and job resources (support for teacher well-being) during the COVID-19 pandemic. The majority of stressors at the time of the pandemic were identified on the micro level, whereas sources of support were primarily located on the individual and meso (school) levels. For any future educational disruptions, however, the most significant sources of support for teachers’ well-being are expected on the macro level (system and society).
Keywords: vzgoja in izobraževanje, učitelji, stres, stres na delovnem mestu, dobro počutje, motnje, delo, podpora, pandemije, covid-19, motnje v izobreževanju, Slovenija, education, teachers, work-related stress, stress, occupational well-being, disruption, support, pandemija, covid-19, Slovenia
Published in DiRROS: 29.12.2025; Views: 219; Downloads: 72
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10.
Artificial intelligence in the educational process : the role of communication and the pitfalls of alienation
David Kraner, 2025, original scientific article

Abstract: The integration of artificial intelligence (ai) into the educational process is becoming increasingly relevant and inevitable, raising numerous questions about its impact on the quality of teaching and learning. This article discusses the advan-tages, disadvantages, and challenges faced by educators in using ai within modern learning environments. among the identified benefits are personalized learning, the explanation of complex concepts, increased student engagement, and support in preparing instructional materials. on the other hand, concerns arise regarding the accuracy of information, risks of plagiarism, dependence on technology, and the loss of interpersonal connection. Research indicates that the successful integra-tion of ai requires professional training for teachers, appropriate infrastructure, and critical reflection on ethical aspects. This article focuses on a key question: can the thoughtful use of ai contribute to improved learning outcomes without compromising the human dimension of education?
Keywords: communication, artificial intelligence, educational process, technological tools, ethical challenges, teacher education
Published in DiRROS: 23.12.2025; Views: 325; Downloads: 98
.pdf Full text (453,41 KB)
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