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Search Results (994)

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Keywords = school success

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15 pages, 272 KiB  
Article
Speech-to-Text Captioning and Subtitling in Schools: The Results of a SWOT Analysis
by Ambra Fastelli, Giulia Clignon, Daniele Corasaniti and Eva Orzan
Audiol. Res. 2025, 15(4), 105; https://doi.org/10.3390/audiolres15040105 - 12 Aug 2025
Viewed by 106
Abstract
Background/Objectives: Poor classroom acoustics and inadequate digital environments in educational settings can pose an additional barrier for students, especially those with special needs, such as students with hearing difficulties. These challenges can hinder communication, academic achievement, and social inclusion. Speech-to-text captioning systems offer [...] Read more.
Background/Objectives: Poor classroom acoustics and inadequate digital environments in educational settings can pose an additional barrier for students, especially those with special needs, such as students with hearing difficulties. These challenges can hinder communication, academic achievement, and social inclusion. Speech-to-text captioning systems offer a promising assistive tool to support education. This study aimed to evaluate the strengths and limitations of implementing such systems in schools through a structured strategic analysis. Methods: The analysis method consisted of two phases. A SWOT (Strengths, Weaknesses, Opportunities, Threats) analysis was performed on data from a survey compiled by an interdisciplinary team. A subsequent TOWS analysis was used to develop strategic recommendations by cross-referencing internal and external factors. Results: The analysis highlighted key strengths, including improved communication, support for inclusive practices, and adaptability to diverse learning needs. Identified weaknesses included cognitive load, synchronization delays, and variability in student profiles. Opportunities included educational innovation, access to funding programs, and interdisciplinary collaboration. Threats included inadequate classroom technology, poor acoustics, and the risks of social stigma. The analysis yielded 17 recommendations to improve the usability and customization of the tool. Conclusions: Speech-to-text captioning systems have significant potential to promote accessibility and inclusion in education. This strategic analysis provides a structured, interdisciplinary approach to strategic planning and the successful implementation of assistive technology in schools. By combining multidisciplinary expertise with structured evaluation, it identified key design, training, and policy priorities. This approach offers a replicable model for user-centered planning and the development of assistive tools and can inform wider efforts to reduce communication barriers in inclusive education. Full article
15 pages, 276 KiB  
Article
Rapid Development of a Theory-Based Targeted Intervention and Communication Plan for HPV Vaccine Introduction in Kosovo Using the Behaviour Change Wheel Model
by Florie Miftari Basholli, Edita Haxhiu, Isme Humolli, Merita Berisha, Siff Malue Nielsen and Sahil Khan Warsi
Vaccines 2025, 13(8), 848; https://doi.org/10.3390/vaccines13080848 - 10 Aug 2025
Viewed by 399
Abstract
Background: Human papillomavirus (HPV) infection is the leading cause of cervical cancer, which presents a significant health burden in low- and middle-income settings such as Kosovo, where it is the second leading cause of death among women. HPV vaccines are [...] Read more.
Background: Human papillomavirus (HPV) infection is the leading cause of cervical cancer, which presents a significant health burden in low- and middle-income settings such as Kosovo, where it is the second leading cause of death among women. HPV vaccines are highly effective and integral to global cervical cancer elimination efforts. In 2024, Kosovo introduced the HPV vaccine into its immunisation schedule via a school-based program targeting sixth-grade girls. Rapid, theory-based insights supported development of a tailored communication and intervention plan ahead of the introduction. Methods: Over a two-week period, qualitative research was conducted with 102 participants, including healthcare professionals, parents, girls in the target age group, school staff, and community influencers. Data collection, analysis, and intervention development were carried out using the Behaviour Change Wheel (BCW) model, underpinned by the Capability, Opportunity, and Motivation for Behaviour change (COM-B) theoretical framework. Results: Trust in school-based immunisation and healthcare professionals emerged as key drivers, while a predominance of capability- and physical-opportunity-related barriers across target groups underscored the need for targeted communication and capacity-building efforts for all stakeholders. Using the BCW model, communication and intervention activities were developed for implementation by partners. Conclusions: Using rapid insight research grounded in the BCW model enabled the timely identification of behavioural drivers and barriers to HPV vaccine acceptance and supported development of a targeted intervention plan. The findings echoed global research on HPV vaccine introduction, highlighting context-specific needs and enablers and contributing to a successful rollout marked by high uptake within the first six months. Full article
22 pages, 1648 KiB  
Article
The Critical Role of Science Teachers’ Readiness in Harnessing Digital Technology Benefits
by Anne Laius and Getriin Orgusaar
Educ. Sci. 2025, 15(8), 1001; https://doi.org/10.3390/educsci15081001 - 5 Aug 2025
Viewed by 380
Abstract
Digital competence refers to the integration of digital technology in teaching and learning, as outlined in the national curriculum of Estonia for upper secondary schools. This study presents original research findings on Estonian science teachers’ use of digital tools and materials, their digital [...] Read more.
Digital competence refers to the integration of digital technology in teaching and learning, as outlined in the national curriculum of Estonia for upper secondary schools. This study presents original research findings on Estonian science teachers’ use of digital tools and materials, their digital competence, and the main benefits and challenges they face. The findings emphasize the need for continued professional development, accessible digital resources, and equitable digital infrastructure to maintain Estonia’s leadership in digital science education. A survey of 58 secondary school science teachers revealed that computers (desktops, laptops, and tablets) are the primary digital tools used. The article explores digital literacy advancements in secondary science education, research methodologies used to assess digital tool usage, and key findings from recent studies. However, challenges such as digital equity, technological barriers, and digital fatigue persist. Additionally, discrepancies were found in teachers’ responses regarding digital tool effectiveness, implementation strategies, and perceived barriers. While some teachers reported a successful integration and improved student outcomes, others highlighted difficulties in aligning digital resources with curriculum requirements and pedagogical approaches. Full article
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18 pages, 220 KiB  
Article
Which Standards to Follow? The Plurality of Conventions of French Principals Within the School Organization
by Romuald Normand
Educ. Sci. 2025, 15(8), 998; https://doi.org/10.3390/educsci15080998 - 5 Aug 2025
Viewed by 136
Abstract
This study examines the moral agency of French secondary school headteachers through the lens of the theory of conventions. Using qualitative data from interviews with fifteen headteachers involved in professional development, this study explores how these leaders justify their practices within a centralized, [...] Read more.
This study examines the moral agency of French secondary school headteachers through the lens of the theory of conventions. Using qualitative data from interviews with fifteen headteachers involved in professional development, this study explores how these leaders justify their practices within a centralized, bureaucratic, and hierarchical education system. It identifies a variety of conventions—civic, domestic, industrial, project, market, inspired, and fame—that headteachers draw on to navigate institutional constraints, manage professional relationships, and foster pedagogical and organizational change. Particular attention is given to how civic and domestic conventions shape leadership discourse and practices, especially regarding trust building, decision making, and reform implementation. We also compare the French context with international examples from the International Successful School Principalship Project (ISSPP), focusing on Nordic countries, where leadership emphasizes democratic participation, professional trust, and shared responsibility. This study underscores the uniqueness of the French leadership model, which resists managerial and market logics while remaining rooted in republican and egalitarian ideals. It concludes by advocating for a more context-aware, ethically grounded, and dialogical approach to school leadership. Full article
15 pages, 1308 KiB  
Article
The Role of Emotional Understanding in Academic Achievement: Exploring Developmental Paths in Secondary School
by Luísa Faria, Ana Costa and Vladimir Taksic
J. Intell. 2025, 13(8), 96; https://doi.org/10.3390/jintelligence13080096 - 30 Jul 2025
Viewed by 457
Abstract
The role of emotional intelligence (EI) in the academic context has been steadily established, together with its impact on students’ academic achievement, well-being, and professional success. Therefore, this study examined the development of a key EI ability—emotional understanding—throughout secondary school and explored its [...] Read more.
The role of emotional intelligence (EI) in the academic context has been steadily established, together with its impact on students’ academic achievement, well-being, and professional success. Therefore, this study examined the development of a key EI ability—emotional understanding—throughout secondary school and explored its impact on students’ academic achievement (maternal language and mathematics) at the end of this cycle, using the Vocabulary of Emotions Test. A total of 222 students were followed over the entire 3-year secondary cycle, using a three-wave longitudinal design spanning from 10th to 12th grade. At the first wave, participants were aged between 14 and 18 years (M = 15.4; SD = 0.63), with 58.6% being female. Overall, the results of Latent Growth Curve modeling indicated that students’ emotional understanding increased over the secondary school cycle. While student’s gender predicted the emotional understanding change patterns throughout secondary school, student’s GPA in 10th grade did not. Moreover, the initial levels of ability-based emotional understanding predicted students’ achievement in maternal language at the end of the cycle. Our findings offer valuable insights into how EI skills can contribute to academic endeavors in late adolescence and will explore their impact on educational settings. Full article
(This article belongs to the Special Issue Cognitive, Emotional, and Social Skills in Students)
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19 pages, 307 KiB  
Article
Curious and Critical: A Delphi Study of Middle School Teachers’ Competencies in Support, Literacy, and Technology
by Kristian Blomberg Kjellström, Petra Magnusson and Daniel Östlund
Educ. Sci. 2025, 15(8), 973; https://doi.org/10.3390/educsci15080973 - 29 Jul 2025
Viewed by 386
Abstract
Providing inclusive education and engaging all students in reading and writing activities presents an ongoing challenge for teachers, not necessarily resolved by implementing digital technology. This study addresses the need to better understand teacher competencies within the digitally infused classroom, specifically in relation [...] Read more.
Providing inclusive education and engaging all students in reading and writing activities presents an ongoing challenge for teachers, not necessarily resolved by implementing digital technology. This study addresses the need to better understand teacher competencies within the digitally infused classroom, specifically in relation to inclusive education and reading and writing practices. The study investigates the competencies and supportive strategies of middle school teachers who perceive themselves as successful in this area. The study employs the Delphi technique, using iterative surveys through which these teachers describe and rate aspects of their competencies and strategies. The results are analyzed through a modified version of the Technological, Pedagogical, and Content Knowledge (TPACK) framework, with particular attention to how teachers support students using their content knowledge and digital competency. Findings reveal a range of strategies and competency aspects related to both proactive accessibility and reactive individualization, using a variety of digital tools and text modalities. The teachers describe a dual orientation in their ability to curiously explore digital tools while simultaneously being able to critically appraise their usefulness. The findings contribute insights on what can support teachers when collaboratively developing knowledge of local practices and their agency in relation to available digital tools. Full article
(This article belongs to the Special Issue Students with Special Educational Needs in Reading and Writing)
13 pages, 694 KiB  
Article
Lifestyle and SSRI Interventions in Pediatric Cyclic Vomiting Syndrome: Rethinking First-Line Management
by Cansu Altuntaş, Doğa Sevinçok, Merve Hilal Dolu and Ece Gültekin
Children 2025, 12(8), 964; https://doi.org/10.3390/children12080964 - 23 Jul 2025
Viewed by 270
Abstract
Background: Cyclic vomiting syndrome (CVS) is a functional gastrointestinal disorder characterized by recurrent episodes of intense nausea and vomiting. Despite increasing awareness, a standardized treatment approach remains lacking in pediatric populations. Lifestyle factors and anxiety are common triggers, yet their systematic management [...] Read more.
Background: Cyclic vomiting syndrome (CVS) is a functional gastrointestinal disorder characterized by recurrent episodes of intense nausea and vomiting. Despite increasing awareness, a standardized treatment approach remains lacking in pediatric populations. Lifestyle factors and anxiety are common triggers, yet their systematic management has not been fully incorporated into therapeutic strategies. Objective: To evaluate the effectiveness of lifestyle modifications and selective serotonin reuptake inhibitors (SSRIs) in the management of pediatric CVS and to compare their outcomes with standard cyproheptadine prophylaxis. Methods: This retrospective study included 119 patients aged 1.2–17.5 years who were diagnosed with CVS according to Rome IV criteria between September 2021 and January 2025. Clinical, psychiatric, and lifestyle data were retrieved from the university’s digital medical records. Patients were grouped according to treatment modality: cyproheptadine, SSRI, or acute attack management alone. Treatment success at 12 weeks was defined as complete cessation of vomiting episodes or absence of hospitalization, prolonged attacks, and school/work absenteeism. Results: Anxiety symptoms were present in 78.2% of patients. SSRIs were prescribed to 34 patients with moderate to severe anxiety, all of whom achieved treatment success. Lifestyle adherence was observed in 73.9% and was found to be a predictor of treatment success. Cyproheptadine was administered to 66 patients but did not provide additional benefit over effective lifestyle modification. Six patients discontinued cyproheptadine due to drowsiness or weight gain. Conclusions: Lifestyle interventions significantly improve outcomes in pediatric CVS. SSRIs represent a safe and effective prophylactic option for patients with comorbid anxiety or poor adherence to behavioral recommendations. These findings support the integration of psychosocial and lifestyle-based strategies into standard CVS treatment protocols. Full article
(This article belongs to the Section Pediatric Mental Health)
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21 pages, 856 KiB  
Article
Interpreting Collapse in Norse Greenland: Why Similar Data Produces Different Conclusions
by Rowan Jackson and Andrew Dugmore
Heritage 2025, 8(8), 293; https://doi.org/10.3390/heritage8080293 - 22 Jul 2025
Viewed by 476
Abstract
This paper examines interpretations of depopulation in Norse Greenland between the 14th and 15th centuries CE. Using in-depth interviews with 13 experts working on the environmental, social and economic dimensions of settlement and depopulation in Norse Greenland, we examine the different interpretations of [...] Read more.
This paper examines interpretations of depopulation in Norse Greenland between the 14th and 15th centuries CE. Using in-depth interviews with 13 experts working on the environmental, social and economic dimensions of settlement and depopulation in Norse Greenland, we examine the different interpretations of decline by experts using the same data. Our analysis reveals a geographical and disciplinary pattern of interpretation that reflects the institutional and disciplinary cultures, successive paradigms, and placed ideas about human–environment interaction. We examine the interplay between data and interpretation to uncover key developments in knowledge of the past and ideas about both the role of climate, ecology and social, economic and political processes in the end of the Norse settlement in Greenland, as well as their wider persistence in the North Atlantic region. In particular, we emphasise the importance of active reflection on disciplinary training, schools of thought, and national narratives in both the interpretation and perceived relevance of the past. Full article
(This article belongs to the Special Issue The Archaeology of Climate Change)
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22 pages, 3075 KiB  
Review
An Innovative Approach to Medical Education: Leveraging Generative Artificial Intelligence to Promote Inclusion and Support for Indigenous Students
by Isaac Oluwatobi Akefe, Victoria Aderonke Adegoke, Elijah Akefe, Daniel Schweitzer and Stephen Bolaji
Trends High. Educ. 2025, 4(3), 36; https://doi.org/10.3390/higheredu4030036 - 21 Jul 2025
Viewed by 358
Abstract
Indigenous students remain significantly underrepresented in medical education, contributing to persistent health inequities in their communities. Systemic barriers, including cultural isolation, inadequate resources, and biased curricula, hinder their success. But what if generative artificial intelligence (GAI) could be the game-changer? This scoping review [...] Read more.
Indigenous students remain significantly underrepresented in medical education, contributing to persistent health inequities in their communities. Systemic barriers, including cultural isolation, inadequate resources, and biased curricula, hinder their success. But what if generative artificial intelligence (GAI) could be the game-changer? This scoping review explores the potential of generative artificial intelligence (GAI) in making medical education more inclusive and supportive for Indigenous students through a comprehensive analysis of existing literature. From AI-powered engagement platforms to personalised learning systems and immersive simulations, GAI can be harnessed to bridge the gap. While GAI holds promise, challenges like biased datasets and limited access to technology must be addressed. To unlock GAI’s potential, we recommend faculty development, expansion of digital infrastructure, and Indigenous-led AI design. By carefully harnessing GAI, medical schools can take a crucial step towards creating a more diverse and equitable healthcare workforce, ultimately improving health outcomes for Indigenous communities. Full article
(This article belongs to the Special Issue Redefining Academia: Innovative Approaches to Diversity and Inclusion)
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18 pages, 554 KiB  
Article
Access Is Progress: Understanding Rural Secondary Student Access and Outcomes of Advanced Placement Courses
by Phillip D. Grant, Ali Jahanaray and T. Logan Arrington
Eur. J. Investig. Health Psychol. Educ. 2025, 15(7), 143; https://doi.org/10.3390/ejihpe15070143 - 21 Jul 2025
Viewed by 445
Abstract
This study examines the availability and outcomes of Advanced Placement (AP) courses in secondary schools in Georgia (USA) and South Carolina (USA), focusing on how school locale (rurality) and demographic composition influence AP availability and student achievement. The authors analyzed population-level school data [...] Read more.
This study examines the availability and outcomes of Advanced Placement (AP) courses in secondary schools in Georgia (USA) and South Carolina (USA), focusing on how school locale (rurality) and demographic composition influence AP availability and student achievement. The authors analyzed population-level school data from the 2021–22 academic year using a two-step quantitative approach. A zero-inflated negative binomial regression model (ZINB) was employed to assess AP course participation and AP exam performance while addressing overdispersion and excess zeros in the data. Key predictors included school locale (rural versus nonrural), state (Georgia versus South Carolina), and minoritized-majority status. This study finds that rural schools and those where minoritized students make up the majority (i.e., fewer than 50% White students) are significantly less likely to offer AP courses or have any students participate in AP exams. Moreover, these schools had a significantly lower success rate; for example, rural schools were 59% less likely to have students with scores above three. The findings indicate that gaps in access to advanced curriculum may exacerbate existing college and career readiness disparities. Moreover, this study confirms that previous research using sampled datasets underestimates the disparity of AP access. Full article
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22 pages, 922 KiB  
Article
Strategies Employed by Mexican Secondary School Students When Facing Unfamiliar Academic Vocabulary
by Karina Hess Zimmermann, María Guadalupe Hernández Arriola and Gloria Nélida Avecilla-Ramírez
Educ. Sci. 2025, 15(7), 917; https://doi.org/10.3390/educsci15070917 - 17 Jul 2025
Viewed by 331
Abstract
This article examines the strategies employed by Mexican secondary school students to understand unfamiliar academic vocabulary and the relationship between these strategies and their reading proficiency. Within the broader Latin American context—where low reading comprehension levels remain prevalent—the study focused on a sample [...] Read more.
This article examines the strategies employed by Mexican secondary school students to understand unfamiliar academic vocabulary and the relationship between these strategies and their reading proficiency. Within the broader Latin American context—where low reading comprehension levels remain prevalent—the study focused on a sample of 40 first-year secondary students, categorized according to their reading level. Using two instruments, the research identified the vocabulary learning strategies used by students and assessed their effectiveness in deriving word meaning. Findings indicate that while students across reading levels use similar strategies, those with higher reading proficiency more frequently and effectively apply complex strategies such as contextual abstraction, retrieving textual information, rereading the text, and full morphological analysis. Morphological analysis proved to be the most effective strategy, provided students possessed the metalinguistic skills necessary to decompose and reconstruct word meaning from all morphemes. The study concludes that the successful use of vocabulary strategies is closely linked to students’ reading proficiency, and that reading comprehension and academic vocabulary knowledge are mutually reinforcing. These findings highlight the importance of explicitly teaching academic vocabulary in school settings as a means to enhance students’ reading performance. Full article
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17 pages, 506 KiB  
Article
A Narrative Inquiry into the Cultivation of a Classroom Knowledge Community in a Chinese Normal University
by Libo Zhong and Cheryl J. Craig
Educ. Sci. 2025, 15(7), 911; https://doi.org/10.3390/educsci15070911 - 17 Jul 2025
Viewed by 269
Abstract
This narrative inquiry explores a vibrant classroom knowledge community in a Chinese normal university. By examining the teacher’s interactions, we analyze the community’s development through three perspectives: (1) the author’s narrative of the course outline, (2) the teacher’s narrative of classroom culture, and [...] Read more.
This narrative inquiry explores a vibrant classroom knowledge community in a Chinese normal university. By examining the teacher’s interactions, we analyze the community’s development through three perspectives: (1) the author’s narrative of the course outline, (2) the teacher’s narrative of classroom culture, and (3) students’ narratives of their growth. The author presents a student-centered model and seven steps for enacting the course, outlining the environment for cultivating the knowledge community. The teacher’s narrative reveals clues to his success, emphasizing his use of storytelling to foster the community and share educational ideas. Students’ narratives reflect their growth, validating the classroom as a safe space for development and language learning. The significance of this research is that the classroom knowledge community consisted of the teacher, his undergraduate students, and his post-graduates. The three layers existed because of this unrestrained character, devoid of conflicts of interest, created a safe place for students’ development. This research study adds to the literature on how knowledge communities form in school contexts. It focuses on a particular space and time and involves multiple layers of participants, which is prerequisite to the conceptualization of classroom knowledge community. This research has important implications for college language education. Full article
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17 pages, 901 KiB  
Article
Ready for School: A Multi-Dimensional Approach to School Readiness Assessment in Hispanic Children from Puerto Rico
by Mary Rodríguez-Rabassa, Kamalich Muniz-Rodriguez, Allison A. Appleton, Marilyn Borges-Rodríguez, Nicole E. Ruiz-Raíces, Francisco J. Reyes-Santiago, Odette Olivieri-Ramos and Luisa I. Alvarado-Domenech
Behav. Sci. 2025, 15(7), 957; https://doi.org/10.3390/bs15070957 - 15 Jul 2025
Viewed by 386
Abstract
School readiness during early childhood is crucial for future academic success. Existing guidelines recommend a comprehensive approach. This concurrent validation study developed a School Readiness Index (SRI) with five readiness domains: early learning skills, approach to learning, cognitive skills, socioemotional development, and physical [...] Read more.
School readiness during early childhood is crucial for future academic success. Existing guidelines recommend a comprehensive approach. This concurrent validation study developed a School Readiness Index (SRI) with five readiness domains: early learning skills, approach to learning, cognitive skills, socioemotional development, and physical health. Through a cross-sectional comparative design, the school readiness skills of 119 Puerto Rican children (63 males, 56 females) aged 54–65 months were assessed using standardized tests (e.g., Batería IV Woodcock-Muñoz and NIH Toolbox Cognition Battery), parental questionnaires (e.g., Ages and Stages Questionnaire-3), and physical health assessments. Each measure was scored and classified using a binary coding system (0 and 1) based on participant abilities (e.g., 1 for expected performance, 0 if below expectations). A composite SRI score was calculated using 25 indicators. Discriminant validity was assessed by comparing children’s registration status in the special education program (SEP). Sex, household income, and maternal education are key determinants of school readiness. Children registered in the SEP had significantly lower composite scores than those not registered, supporting the SRI’s discriminant validity. The SRI is a reliable tool for identifying Hispanic children from Puerto Rico who may benefit from additional support. Inclusive and multidisciplinary assessment strategies are essential. Full article
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19 pages, 1231 KiB  
Article
The Development and Preliminary Validation of a Rhythmic Jumping Task for Coordination Assessment: A Task Design Based on Upper and Lower Limb Motor Congruency
by Runjie Li, Tetsuya Miyazaki, Tomoyuki Matsui, Megumi Gonno, Teruo Nomura, Toru Morihara, Hitoshi Koda and Noriyuki Kida
J. Funct. Morphol. Kinesiol. 2025, 10(3), 261; https://doi.org/10.3390/jfmk10030261 - 11 Jul 2025
Viewed by 379
Abstract
Background: The coordination between the upper and lower limbs is essential for athletic performance. However, the structural features that influence coordination difficulty remain insufficiently understood. Few studies have systematically analyzed how task components such as the directional congruence or rhythm structure affect inter-limb [...] Read more.
Background: The coordination between the upper and lower limbs is essential for athletic performance. However, the structural features that influence coordination difficulty remain insufficiently understood. Few studies have systematically analyzed how task components such as the directional congruence or rhythm structure affect inter-limb coordination. Objective: This study aimed to clarify the structural factors that influence the difficulty of upper–lower limb coordination tasks under rhythmic constraints and to explore the feasibility of applying such tasks in future coordination assessments. Methods: Eighty-six male high school baseball players performed six Rhythm Jump tasks combining fixed upper limb movements with varying lower limb patterns. The task performance was analyzed using three indices: full task success, partial success, and average successful series. One year later, a follow-up test involving 27 participants was conducted to evaluate the reproducibility and sensitivity to the performance change. Results: The task difficulty was significantly affected by structural features, including directional incongruence, upper limb static holding, and rhythmic asynchrony. The tasks that exhibited these features had lower success rates. Some tasks demonstrated moderate reproducibility and captured subtle longitudinal changes in the performance. Conclusions: The results highlight the key structural factors contributing to coordination difficulty and support the potential applicability of Rhythm Jump tasks as a basis for future assessment tools. Although further validation is necessary, this study provides foundational evidence for the development of practical methods for evaluating inter-limb coordination. Full article
(This article belongs to the Section Kinesiology and Biomechanics)
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14 pages, 697 KiB  
Article
Disparities in Treatment Outcomes for Cannabis Use Disorder Among Adolescents
by Helena Miranda, Jhon Ostanin, Simon Shugar, Maria Carmenza Mejia, Lea Sacca, Mitchell L. Doucette, Charles H. Hennekens and Panagiota Kitsantas
Pediatr. Rep. 2025, 17(4), 74; https://doi.org/10.3390/pediatric17040074 - 10 Jul 2025
Viewed by 602
Abstract
Background: This study examined treatment outcomes for cannabis use disorder (CUD) among adolescents (12–17 years old) in the United States. Methods: Data from the 2018–2021 Treatment Episode Data Set-Discharges (TEDS-D) included 40,054 adolescents diagnosed with CUD. Descriptive statistics, Chi-square tests, and multivariable logistic [...] Read more.
Background: This study examined treatment outcomes for cannabis use disorder (CUD) among adolescents (12–17 years old) in the United States. Methods: Data from the 2018–2021 Treatment Episode Data Set-Discharges (TEDS-D) included 40,054 adolescents diagnosed with CUD. Descriptive statistics, Chi-square tests, and multivariable logistic regression assessed treatment outcomes and factors associated with treatment completion. Results: Only 36.8% of adolescents completed treatment. The most common reasons for not completing treatment were dropping out (28.4%) and transferring to another facility/program (17.0%). Males and Black non-Hispanic adolescents had lower odds of completing treatment (OR = 0.79, 95%CI: 0.75–0.84), while Hispanic (OR = 1.13, 95%CI: 1.08–1.18), Asian (OR = 1.56, 95%CI: 1.3–1.86) and Native Hawaiian/Pacific Islander adolescents (OR = 2.31, 95%CI: 2.04–2.61) had higher odds of completion compared to their White counterparts. Independent living arrangements, homelessness, arrests in the past 30 days and younger age (<15 years old) decreased the likelihood of treatment completion. Adolescents with co-occurring mental health and substance use disorders also had lower completion rates (OR = 0.79, 95%CI: 0.77–0.86). Referral from schools/employers and treatment settings were associated with a higher success, particularly with stays of 4–6 months and 7–12 months. Conclusion: This study highlights the need for targeted CUD treatment programs that support at-risk adolescents, especially those experiencing homelessness or facing legal issues. High dropout and transition rates suggest a need for continuity of care and program integration between facilities. Strengthening coordination among public health officials, community organizations, and stakeholders is essential to developing culturally responsive treatment interventions that address social determinants of health, substance use, and mental health in this vulnerable population. Full article
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