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  • Research Article
  • 10.31004/joecy.v5i2.1658
Menemukan Akar Masalah dalam Penelitian Pendidikan: Antara Teori dan Realitas Lapangan
  • Jun 29, 2025
  • Journal of Innovative and Creativity (Joecy)
  • Nurhidayat Nurhidayat + 5 more

A research problem is the starting point and foundational core of any scientific inquiry, defined as the gap between ideal conditions and actual realities that demands resolution through research. This article critically examines how to identify the root of research problems in educational studies, especially in bridging the gap between theoretical frameworks and empirical realities in the field. Using a qualitative descriptive approach and library research methods, the study analyzes how valid and contextual research problems can be formulated through direct observation, critical reflection, and analytical tools such as the Five Why Technique and Fishbone Diagram. The findings reveal that many novice researchers in education still develop research problems using a top-down, theory-driven model without prior investigation of real issues in the educational context. The novelty of this article lies in its integrative approach, combining theoretical insights with field-based exploration, and emphasizing the need for flexibility in formulating research problems in qualitative studies. This article also offers systematic strategies for constructing specific, applicable, and socially relevant research problems. It is expected to serve as a methodological reference for researchers aiming to produce work that is both academically valid and practically impactful.

  • Research Article
  • 10.56672/h7abr602
Kegunaan Filsafat dalam Segala Disiplin Ilmu
  • Jun 27, 2025
  • At-Tadris: Journal of Islamic Education
  • Mas Agus Priyambodo + 1 more

Philosophy is a discipline that seeks to answer fundamental questions about existence, knowledge, morals, and reality. As a critical thinking, philosophy has an important role in the development of various disciplines. By providing a framework for analyzing complex concepts, philosophy helps us understand the theoretical and practical underpinnings of science. In an academic context, philosophy serves not only as a tool for reflection, but also as a methodological guide. Through epistemology, philosophy explains how knowledge is acquired, tested and validated. In addition, philosophy also provides an ethical perspective that is indispensable in the development of science, especially when dealing with contemporary issues such as technology, the environment, and social justice. This study aims to examine the various uses of philosophy in scientific disciplines, ranging from natural sciences, social sciences, humanities, to technology. First, philosophy serves as a foundation for science. It encourages scientists to question the assumptions underlying their theories and helps them formulate deeper research questions. As such, philosophy not only enriches our understanding of the world but also directs the direction of scientific research. Second, philosophy has wide-ranging uses in a variety of disciplines, including the sciences, social sciences, education, and law. In each of these contexts, philosophy offers a perspective that allows us to explore the values, ethics, and implications of the knowledge we develop. For example, in education, philosophy helps define more inclusive learning goals and methods, while in law, philosophy allows us to examine justice and the ethical application of law. In conclusion, philosophy is an invaluable tool in developing knowledge and facing contemporary challenges. With collaboration between philosophy and other disciplines, we can create more just, humane, and sustainable solutions to the problems faced by society today

  • Research Article
  • 10.12973/ijem.11.3.317
Adapted Terry Borton’s Reflective Model for 21st-century Tools to Observe and Reflect on a 7E Model-Based Mathematics Lesson
  • Jun 27, 2025
  • International Journal of Educational Methodology
  • Sylvain Habimana + 2 more

This study delved into Terry Borton’s reflective model and 7E instructional model to produce comprehensive and guided tools that fit as observation and reflective tools for enhancing learners’ engagement and outcomes in Mathematics lessons. The aim was to gather insights that can inform strategies to adapt Borton’s model to produce tools to be used to observe and analyse 7E model-based Mathematics lessons to contribute to improved student outcomes. Literature information was used to explore, analyse, and synthesise the study’s related existing theories and models to provide a deeper understanding of constraints and prompt question descriptors to produce 21st-century tools to observe and reflect on a Mathematics lesson. After comparing different prompt question descriptors from different literature and Borton’s model, concise descriptors were retained for educational purposes to be analysed, considering the 7E model phases, to produce the guided tools. As a result, two products. “Classroom Observation-Guided Tool”, which includes a guided tool table with a last column for the observer to write comments during class. This column is used to identify gaps in student engagement and learning practices across the 7E phases, which may have been misused. The “Post-Lesson Discussion Guided Tool”, to make a positive post-lesson discussion session, enabling teachers to identify areas for improvement in student engagement to achieve better outcomes next time. Other researchers can study the applicability of 21st-century observation and reflection-guided tools to other subjects, exploring their long-term impact on teacher professional development to improve overall student achievement across all school subjects.

  • Research Article
  • 10.35619/iiu.v1i21.662
ПЕДАГОГІЧНІ ПІДХОДИ ДО ВИХОВАННЯ ЕМПАТІЇ В УЧНІВ ЯК БАЗОВОЇ ЯКОСТІ МІЖОСОБИСТІСНИХ ВЗАЄМИН В ОСВІТНЬОМУ ПРОСТОРІ
  • Jun 23, 2025
  • Інноватика у вихованні
  • Аліна Ваколюк + 2 more

A review of pedagogical methods oriented toward developing empathy in learners of different age categories. The author sequentially addresses features of elementary, middle, and high school, highlighting group games, role-play scenarios, and discussion clubs. Enriching the educational space with activities that stimulate shared emotional experience strengthens a supportive atmosphere and enhances communication. Consolidated findings verify the effectiveness of combining creative practices and psychological exercises, enabling students of various ages to refine emotional intelligence and proceed with collective problem-solving. Tools for diagnosis and reflection, clarifying the level of empathic culture, have been systematized. A tabular scheme for monitoring changes in empathetic response has been offered. The practical significance of art therapy, volunteer endeavors, and mediation training is underscored, since these initiatives serve as driving forces of mutual support amid social challenges. Taking into account different age groups a unified plan of educational activities is proposed, 1) formation of a list of interactive methods for primary school. Among them: games, fairy tale therapy, creative exercises; 2) development of scenarios for middle school, where role-playing dialogues, book discussions, short debates are present; 3) preparation of discussion platforms for high school. Directions for the implementation of the above-mentioned plan are determined: social initiatives, volunteer projects. Attention is directed to how digital technologies broaden the methodological foundation for engagement with children in stressful circumstances. Prospects for implementing distance activities that reinforce solidarity and safety, vital during wartime, are examined.

  • Research Article
  • 10.22426/482809cycplf
The Ethics of Intuition in a Counselling Practice
  • Jun 23, 2025
  • Australian Counselling Research Journal
  • Anna Boyce

Awareness of intuition in the practice of counselling and broader health care is generally acknowledged and often identified by therapists as a “gut feel”. However, the awareness and intentionality as to how intuition might be ethically used by a therapist in their practice is less clear. This paper presents an autoethnographic account of the experience of intuition in a clinical counselling and supervision practice. The motivation for the study stemmed from the author’s experience of intuition, and the desire to find an ethical and safe way to use intuition in a professional counselling practice. Data was collected from 35 reflective journals written over nine months of clinical counselling and supervision practice. Findings from the analysis and synthesis process led to the development of a reflective tool, underpinned by “Collaborative Constructionist principles” (Anderson, 1995), that offers therapists an approach for the ethical use of intuition in a counselling practice.

  • Research Article
  • 10.64252/dyhcmh34
Development Of Creative Thinking Of Students In Chemistry Lessons
  • Jun 22, 2025
  • International Journal of Environmental Sciences
  • Turdubaeva Gulsara + 3 more

The research examines educational methods to boost creative thinking abilities of students studying chemistry at the secondary school level. The research adopts non-standard contextually rich tasks to teach students original flexible critical thinking skills because educational settings increasingly demand such learners. The tasks trigger cognitive interest and support imaginative thinking abilities to develop individual thinking patterns for creative thought skills. The research method uses motivational prompts followed by creative warm-up activities and real-world chemistry problems which are supported by reflection tools including metaphor-based riddles and self-assessment models. These educational practices took place in regular classrooms to support individual analysis combined with hypothesis development and group-based investigation. Students who participated in these non-traditional creative activities exhibited enhanced involvement in chemistry classes and better mastery of chemical concepts and better abilities to create distinct answers. Creative tasks integrated into curriculum support students' core cognitive development for lifelong scientific learning while sustaining their scientific understanding.

  • Research Article
  • 10.46425/cjed101047011
Using Virtual Communications to Facilitate Telehealth Innovations and Professional Learning amongst Healthcare Practitioners
  • Jun 20, 2025
  • Caribbean Journal of Education and Development
  • Raona Williams

This paper reveals research on the use of digital technologies within professional learning for practitioner developments and telehealth care. This case study examined practitioners as they experienced real–time challenges adapting to delivering telehealth interventions. Employing a naturalistic inquiry methodology, investigating how WhatsApp as a platform facilitated reflective practices according to Schön’s model of reflection, that is to reflect as they acted (Reflection in action) and to reflect after they acted (Reflection on action), results from dialogic interactions were explored through a qualitative interpretivist case study lens. Detailed insight into professional interactions taking place between members of a virtual professional learning community (vPLC) sheds light on positive impacts and innovations in telehealth care delivery. This research indicates benefits borne from digital health transformations, and how digitized reflection tools can support career professional development. Future research potential to incorporate artificial intelligence data-driven strategies in healthcare management are highlighted.

  • Research Article
  • 10.5811/westjem.48613
From Outcomes to Insights: A Structured Reflection Tool for Practice-Based Learning and Improvement
  • Jun 16, 2025
  • Western Journal of Emergency Medicine
  • Kathryn Ritter + 7 more

From Outcomes to Insights: A Structured Reflection Tool for Practice-Based Learning and Improvement

  • Research Article
  • 10.3390/educsci15060762
Reflections on Addressing Educational Inequalities Through the Co-Creation of a Rubric for Assessing Children’s Plurilingual and Intercultural Competence
  • Jun 16, 2025
  • Education Sciences
  • Janine Knight + 1 more

Recognising linguistic diversity as a person’s characteristic is arguably central to their multilingual identity and is important as an equity issue. Different indicators suggest that students with migrant backgrounds, whose linguistic diversity is often not reflected in European education systems, tend to underperform compared to their peers without migrant backgrounds. There is a dire need, therefore, to alleviate the educational inequalities that negatively affect some of the most plurilingual students in European school systems. This can be carried out by revisiting assessment tools. Developing assessments to make children’s full linguistic and cultural repertoire visible, and what they can do with it, is one way that potential inequalities in school systems and assessment practices can be addressed so that cultural and linguistic responsiveness of assessments and practices can be improved. This paper explores the concept of discontinuities or mismatches between the assessment of plurilingual children’s linguistic practices in one primary school in Catalonia and their actual linguistic realities, including heritage languages. It asks: (1) What are the children’s linguistic profiles? (2) What mismatches and/or educational inequalities do they experience? and (3) How does the co-creation and use of a rubric assessing plurilingual and intercultural competence attempt to mitigate these mismatches and inequalities? Mismatches are identified using a context- and participant-relevant reflection tool, based on 18 reflective questions related to aspects of social justice. Results highlight that mismatches exist between children’s plurilingual and intercultural knowledge and skills compared to the school, education system, curriculum, and wider regional and European policy. These mismatches highlight two plurilingual visions for language education. The paper highlights how language assessment tools and practices can be made more culturally and linguistically fair for plurilingual children with migration backgrounds.

  • Research Article
  • 10.58524/oler.v5i1.606
Breaking Misconceptions: Technology-Integrated MORE Model for Meaningful Learning of Momentum and Impulse
  • Jun 15, 2025
  • Online Learning In Educational Research (OLER)
  • Rizal Adimayuda + 5 more

Misconceptions in physics, particularly in topics like momentum and impulse, pose significant barriers to meaningful learning, as students often rely on everyday experiences that contradict scientific principles. Addressing these misconceptions is crucial for improving students’ understanding and application of physics concepts in real-world contexts. This study examines the effectiveness of the Technology-Integrated Modification, Observation, Reflection, and Evaluation (T-MORE) model in addressing misconceptions about momentum and impulse through a convergent parallel mixed-methods design. A total of 22 first-semester undergraduate students participated in this study, receiving instruction incorporating videos, PhET simulations, and AI-assisted reflection tools. Conceptual understanding was measured using the Four-Tier Momentum and Impulse Misconception Diagnostic Test (FT-MIMDT). The McNemar test confirmed a statistically significant improvement, while the Reduction of Misconception Quantity (RMQ) indicated a high reduction in misconceptions. Qualitative analysis revealed changes in students’ misconceptions regarding momentum conservation and impulse-momentum relationships after instruction. These findings confirm the effectiveness of T-MORE in improving conceptual understanding and reducing misconceptions in momentum and impulse. The implementation of T-MORE can be further optimized by incorporating collaborative discussion sessions and adaptive formative assessments to ensure that all students can reconstruct their understanding more comprehensively.

  • Research Article
  • 10.14500/kujhss.v8n1y2025.pp519-531
Exploring Reflexivity in Students’ Diaries
  • Jun 10, 2025
  • KOYA UNIVERSITY JOURNAL OF HUMANITIES AND SOCIAL SCIENCES
  • Ali Y Azeez + 1 more

Writing diary as an assessment tool for learning has many advantages for language learners; however, in higher education, it is frequently disregarded as a reflective practice tool. Also, least attention has been given to this practice in the Kurdistan Region of Iraq (KRI) classrooms. This study aims to explore reflexivity in students’ diary writings, and it also aims to determine the types of the diaries and the level of criticality. The data is taken from the assignments of 66 students from two modules at Soran University. A content analysis method is used for data analysis based on Kember et al.’s (2008) classification of the types of diaries. The study findings reveal that an overwhelming majority of the students are rather non- reflective in their diaries. With regard to the rest, 22 students were rather reflective in some paragraphs and only 3 students were critically reflective and this criticality was not on the classroom discourse but rather, teacher practices. Based on the findings, the implications were that classroom pedagogical practices and cultural aspects have not assisted the process and in so many other aspects the students have not been given frequent feedback. The study recommends that teachers should be provided with training on how to monitor students’ progress, and how to utilize scaffolding with peers. Providing support can also help students to be reflective and critical in their diaries.

  • Research Article
  • 10.34218/ijells_04_01_002
‘WIKI’ – A TECHNOLOGY TOOL FOR LEARNING AND REFLECTION
  • Jun 9, 2025
  • INTERNATIONAL JOURNAL OF ENGLISH LANGUAGE AND LITERATURE STUDIES
  • Achi Srinivas

‘WIKI’ – A TECHNOLOGY TOOL FOR LEARNING AND REFLECTION

  • Research Article
  • 10.1186/s12875-025-02894-y
Effects of deprescribing antidepressants in nursing home residents with dementia—a cluster randomized controlled trial
  • Jun 3, 2025
  • BMC Primary Care
  • Pernille Hølmkjær + 4 more

BackgroundOlder nursing home residents with dementia are commonly prescribed antidepressants despite limited evidence of clinical effect and a high risk of side effects. Deprescribing can be challenging and is often not attempted. The aim of the study is to investigate the effect of a multifaceted intervention targeting nursing home general practitioners and their collaboration with the nursing home staff on the reduction of antidepressant medication in older nursing home residents with dementia.MethodThe study is a cluster-randomized, non-blinded, controlled trial. General practitioners working as nursing home physicians in the Capital Region of Denmark were recruited between June 1 and October 1, 2021. Eligible participants were individuals with dementia (diagnosed or suspected), ≥ 72 years old, receiving one or more antidepressants, and living in a nursing home with the associated nursing home physician. The complex intervention consisted of three main parts: 1) a training session occurring in the nursing home, 2) a pre-visit reflection tool, and 3) a dialog tool used during a structured home visit at the nursing home. The control group received enhanced care as usual. Primary outcome was the reduction of the total defined daily dose of antidepressants from pre- to post-intervention in the intervention group, compared to the control group. Secondary outcomes included mortality, changes in other psychotropic medication, hospitalization, and symptoms changes.ResultsWe recruited 21 clusters with 128 eligible participants (62/66 in intervention and control). Four clusters withdrew. Most participants were women, and the median age was 85. They received an average of nine different drugs, and the most commonly prescribed antidepressants were sertraline and mirtazapine. The OR for the reduction of antidepressants in the intervention group versus control was 2.3 (95% CI = 0.84–6.2). Mortality rates were similar between groups.ConclusionsThe intervention did not significantly reduce antidepressant use among older nursing home residents with dementia. Further optimization and testing in a larger study are needed.Trial registrationClinicalTrials.gov ID NCT04985305, registration date: 2021–08-02.

  • Research Article
  • 10.57003/r59qc416
Lamentations for Today: Part 1
  • Jun 2, 2025
  • Global South Theological Journal
  • Reed Lessing

The article explores the relevance of the biblical book of Lamentations in modern Christian life. It highlights the book’s raw portrayal of grief, despair, and suffering following Jerusalem’s destruction, emphasizing its universal resonance with human pain and loss. ​ Despite its brutal imagery and accusations against God, Lamentations offers a pathway to spiritual healing by encouraging honest expressions of sorrow and lament. ​ The text challenges the tendency in Western culture and Christian worship to suppress grief in favor of positivity, arguing that lamenting is essential for emotional and spiritual authenticity. ​ By rejecting Lamentations, believers risk losing the ability to confront injustice, express vulnerability, and engage deeply with God during times of suffering. ​ The article underscores the importance of lament as a means to reconnect with God, address personal and communal wounds, and navigate life’s tragedies. ​ It advocates for embracing Lamentations as a tool for healing, reflection, and prayer, asserting that its timeless themes of anguish and hope remain profoundly relevant in a world marked by disasters and loss. ​ Ultimately, Lamentations invites believers to honor their pain, confront reality, and seek God’s mercy amidst life’s darkest moments. ​

  • Research Article
  • 10.1200/jco.2025.43.16_suppl.e21019
Enhancing competence and confidence in thoracic oncology: A pilot study on the impact of self-assessment and reflection tools for hematology-oncology fellows.
  • Jun 1, 2025
  • Journal of Clinical Oncology
  • Amrit Gonugunta + 3 more

e21019 Background: The knowledge base in oncology is continuously evolving; this poses challenges in evaluating competency of medical trainees.To help advance trainee education, self-assessments can invite self-involved reflection of previously identified standards, which may further identify strengths and weaknesses. Testing as an element of learning has also been efficacious in knowledge retention. Methods: This single-center pilot study evaluated eight heme/onc fellows rotating through the thoracic oncology department. Fellows were administered a pre-rotation survey and knowledge assessment to determine baseline understanding and comfort with treating thoracic tumors. Following a 6-week rotation in thoracic and head/neck oncology, fellows were provided with the same survey and test. Scores between the two surveys and assessments were used to determine comfort and competency. Fellows were assessed on questions from ASCO-SEP related to small-cell lung cancer (SCLC) (5 questions), non-small cell lung cancer (NSCLC) (17 questions), and other thoracic tumors (OTT) (6 questions). Fellows were also provided with survey regarding comfort of various thoracic oncology concepts graded on a richter scale (1-5). A paired t-test was used to analyze differences in these administered surveys and assessments. Results: The analysis revealed significant improvement in fellows’ knowledge and comfort following the rotation.The pre-rotation and post-rotation assessments showed a significant increase in overall scores, from 53.6% to 79.9% (P< 0.0043). There was no significant difference in scores for SCLC questions, (pre-rotation: 65%, post-rotation: 70%, P<0.6986), however, post-rotation scores were slightly higher. A statistically significant improvement was found in the NSCLC questions, with scores increasing from 59.56% to 84.56% (P < 0.0057). A statistically significant improvement was also seen in OTT questions, with scores rising from 33.33% to 74.99% (P< 0.0065). There was a statistically significant increase in fellows’ self-reported comfort in treating thoracic tumors, with scores improving from 29.43% to 61.14% (P< 0.0001). Conclusions: This study highlight demonstrates a positive impact of a dedicated thoracic oncology rotation on fellows’ competence and confidence in managing thoracic tumors. Improvements in assessment scores across various lung cancer categories—including non-small cell lung cancer and miscellaneous thoracic tumors—demonstrate a clear enhancement in fellows’ knowledge. Additionally, the notable increase in fellows’ comfort levels with treating thoracic tumors, as reflected in the post-rotation self -reflection, underscores value of this training. Incorporating structured self-assessment and reflection tools into clinical medical education may also further enhance clinical training.

  • Research Article
  • 10.4300/jgme-d-24-00872.1
From Outcomes to Insights: A Structured Reflection Tool for Resident Development in Practice Based-Learning and Improvement.
  • Jun 1, 2025
  • Journal of graduate medical education
  • Kathryn Lorenz + 7 more

From Outcomes to Insights: A Structured Reflection Tool for Resident Development in Practice Based-Learning and Improvement.

  • Research Article
  • 10.61132/hidayah.v2i2.932
Menakar Keefektifan Tes: Prinsip-Prinsip Kunci dalam Pengembangan Instrumen Evaluasi Pembelajaran
  • May 30, 2025
  • Hidayah : Cendekia Pendidikan Islam dan Hukum Syariah
  • Zia Achmalia Adela + 4 more

Various studies show that learning evaluation instruments in the field still dominantly emphasize memorization aspects and do not fully measure students' higher-level thinking skills. The mismatch between learning objectives and evaluation instruments has an impact on the low validity of learning outcomes. This research aims to identify fundamental principles in the development of test-based evaluation instruments and assess their effectiveness in representing learning outcomes. This research adopts qualitative method with descriptive-analytical research type and uses literature review technique. Data were collected through documentation study of national journal articles, textbooks, and relevant digital documents. The technique applied to analyze the data was content analysis. The findings of this study indicate that an effective evaluation instrument must fulfill the principles of validity, reliability, objectivity, and practicality, and be supported by the principles of integration, pedagogical value, accountability, and continuity. Instruments built based on these principles not only act as instruments for measuring cognitive achievement, but also as reflection tools that encourage the spirit of learning and continuous improvement of teaching.

  • Research Article
  • 10.1057/s41599-025-04981-y
Inculcating learner autonomy (LA) in a technical English course using OASIS3: a 5-stage model
  • May 29, 2025
  • Humanities and Social Sciences Communications
  • Agatha Hepsi E + 1 more

Learner autonomy (LA) can be achieved through learners taking responsibility for their own learning and making informed decisions about what to learn, when to learn, and how to learn. This study explores the potential to inculcate two key principles of LA—freedom of choice and learner responsibility—among tertiary-level learners to enhance their educational outcomes. Drawing on self-determination theory, experiential learning theory, and social constructivist theory, this study provides a comprehensive framework for understanding and inculcating learner autonomy in educational contexts. The study addresses the central question: How can the principles of learner autonomy be inculcated in the Technical English course of a first-year engineering programme? The study employed a mixed-methods approach to ensure a holistic understanding of the research problem. Drawing on insights from a literature review and classroom observations, the researchers developed OASIS3, a five-stage model, which is a structured framework for promoting LA among tertiary-level learners. A zero-approach teaching mode methodology (ZATM), in which the teacher assumes the role of a facilitator, guiding learners through reflective tools and strategies to inculcate autonomy and self-directed learning, is incorporated into this model. The findings reveal that granting learners the freedom to choose their learning activities significantly enhances classroom engagement. Furthermore, collaborative tasks foster a greater sense of responsibility, as learners work collectively to complete assigned activities. These results underscore the effectiveness of the OASIS3 model in cultivating learner autonomy and highlight its applicability in improving learning outcomes within tertiary education settings.

  • Research Article
  • 10.1111/bjet.13596
NLP‐enabled automated assessment of scientific explanations: Towards eliminating linguistic discrimination
  • May 24, 2025
  • British Journal of Educational Technology
  • Chanmin Kim + 5 more

Abstract As use of artificial intelligence (AI) has increased, concerns about AI bias and discrimination have been growing. This paper discusses an application called PyrEval in which natural language processing (NLP) was used to automate assessment and provide feedback on middle school science writing without linguistic discrimination. Linguistic discrimination in this study was operationalized as unfair assessment of scientific essays based on writing features that are not considered normative such as subject‐verb disagreement. Such unfair assessment is especially problematic when the purpose of assessment is not assessing English writing but rather assessing the content of scientific explanations. PyrEval was implemented in middle school science classrooms. Students explained their roller coaster design by stating relationships among such science concepts as potential energy, kinetic energy and law of conservation of energy. Initial and revised versions of scientific essays written by 307 eighth‐grade students were analyzed. Our manual and NLP assessment comparison analysis showed that PyrEval did not penalize student essays that contained non‐normative writing features. Repeated measures ANOVAs and GLMM analysis results revealed that essay quality significantly improved from initial to revised essays after receiving the NLP feedback, regardless of non‐normative writing features. Findings and implications are discussed. Practitioner notesWhat is already known about this topic Advancement in AI has created a variety of opportunities in education, including automated assessment, but AI is not bias‐free. Automated writing assessment designed to improve students' scientific explanations has been studied. While limited, some studies reported biased performance of automated writing assessment tools, but without looking into actual linguistic features about which the tools may have discriminated. What this paper adds This study conducted an actual examination of non‐normative linguistic features in essays written by middle school students to uncover how our NLP tool called PyrEval worked to assess them. PyrEval did not penalize essays containing non‐normative linguistic features. Regardless of non‐normative linguistic features, students' essay quality scores significantly improved from initial to revised essays after receiving feedback from PyrEval. Essay quality improvement was observed regardless of students' prior knowledge, school district and teacher variables. Implications for practice and/or policy This paper inspires practitioners to attend to linguistic discrimination (re)produced by AI. This paper offers possibilities of using PyrEval as a reflection tool, to which human assessors compare their assessment and discover implicit bias against non‐normative linguistic features. PyrEval is available for use on github.com/psunlpgroup/PyrEvalv2.

  • Research Article
  • 10.1177/1356336x251341749
What's right with PE: Exploring positive narratives in physical education
  • May 21, 2025
  • European Physical Education Review
  • Shirley Gray + 2 more

For decades, physical education (PE) scholars have called for a change to how PE is conceptualised and enacted, highlighting that its current (and persistent) form and focus – organised around physical activities and sports – are not fit for purpose. Much of this change-oriented discourse highlights what is wrong with PE, leading to suggestions about how PE should change in and for the future, for example, by adopting critical approaches and connecting more to the lives of young people. While we do not disagree with these perspectives and ideas, it is important to note that, in general, they have had little impact on PE curricula or pedagogy. In this paper, we suggest an alternative, strengths-based approach. Drawing from discussions with a range of professionals from the PE community (teachers, undergraduate and postgraduate pre-service teachers and teacher educators) across five national contexts – Canada, England, Ireland, Norway and Scotland – we generated narratives about ‘what's right with PE’. The narratives highlighted that PE can be ‘fit for purpose’ when it connects to the wider school and community, when everyone has a shared understanding of its purpose, and when PE teachers enact a broad, holistic and inclusive curriculum. We present the narratives as a reflective tool, encouraging all professionals within the PE community to consider how they align with (or against) their current experiences. We hope that these reflections facilitate critical thinking and problem solving to ensure that the subject is (and remains) fit for purpose now and in the future.

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