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Bridging the gap: AI and teacher training for inclusive Education 4.0 弥合差距:人工智能与全纳教育教师培训4.0
IF 1 Q3 EDUCATION, SPECIAL Pub Date : 2025-08-06 DOI: 10.1111/1471-3802.70033
Noris Barajas Motta, Andres Chiappe, Fabiola Mabel Sáez Delgado

In the context of Education 4.0, inclusive teacher training must not only address enduring pedagogical and institutional barriers but also respond to emerging technological challenges and opportunities—particularly those posed by artificial intelligence (AI). Following PRISMA guidelines, this study presents a systematic literature review of 103 peer-reviewed articles published between 2000 and 2023, aiming to identify traditional key barriers and innovations in teacher training for diversity and inclusion, projecting them within a focus on the role of digital and intelligent technologies. The analysis reveals five dominant categories of barriers: pedagogical, technological, attitudinal, institutional/leadership-related and policy-level gaps. While traditional barriers persist across educational systems, the review highlights a growing body of literature exploring AI-supported solutions such as personalised professional development, early diagnosis of student needs and simulation-based training environments. These emerging approaches, though still incipient, suggest that AI can play a strategic role in enhancing inclusive competencies when integrated with ethical and pedagogically grounded frameworks. The study contributes to a more nuanced understanding of the interplay between inclusion, teacher education and digital transformation, and offers implications for research, policy and practice in rethinking teacher training for an inclusive and intelligent educational ecosystem.

在教育4.0的背景下,包容性教师培训不仅要解决长期存在的教学和制度障碍,还要应对新出现的技术挑战和机遇,特别是人工智能带来的挑战和机遇。根据PRISMA的指导方针,本研究对2000年至2023年间发表的103篇同行评议文章进行了系统的文献综述,旨在确定教师多样性和包容性培训的传统关键障碍和创新,并将其重点放在数字和智能技术的作用上。分析揭示了五种主要的障碍类别:教学、技术、态度、制度/领导相关和政策层面的差距。尽管传统障碍在整个教育系统中仍然存在,但该综述强调,越来越多的文献探索了人工智能支持的解决方案,如个性化专业发展、学生需求的早期诊断和基于模拟的培训环境。这些新兴方法虽然仍处于起步阶段,但表明人工智能可以在与伦理和教学基础框架相结合时,在增强包容性能力方面发挥战略作用。该研究有助于更细致地理解包容、教师教育和数字化转型之间的相互作用,并为重新思考教师培训以构建包容和智能教育生态系统的研究、政策和实践提供启示。
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引用次数: 0
‘Look at solutions’: Teacher self-efficacy for differentiated instruction in senior-secondary mathematics “看解决方案”:高中数学差异化教学的教师自我效能感
IF 1 Q3 EDUCATION, SPECIAL Pub Date : 2025-07-28 DOI: 10.1111/1471-3802.70031
Tom Porta, Lorraine Gaunt

Differentiated instruction (DI) is a philosophical and pedagogical approach addressing student diversity in the classroom, supporting student engagement in learning. There is, however, limited research into the application of DI in senior-secondary mathematics. This research reports on two mathematics teachers in two Australian states, using semi-structured interviews to investigate mathematics teachers' self-efficacy in implementing DI in their senior secondary classrooms. A total of five key themes were constructed from the data. First, strategies to enable student voice and choice in mathematics. Second, strategies giving students choice that led to student success. Third, strategies supporting student voice using reflections and feedback. Fourth, supporting the process of learning mathematics, not just the content of mathematics. Last, DI implementation is for all students and takes time to master. Results indicated that DI in senior-secondary mathematics is complex, specifically in the navigation of DI through senior-secondary curriculum constraints. Similarly, teacher self-efficacy in DI for mathematics developed over the course of their teaching careers, and for these two teachers, was linked to their previous personal experiences and willingness to further develop their skills. Last, the DI strategies utilised by these teachers in different mathematics subjects were strikingly similar. Implications for future policy and practice are discussed.

差别化教学(DI)是一种哲学和教学方法,旨在解决课堂上学生的多样性,支持学生参与学习。然而,对深度学习在高中数学中的应用研究有限。本研究以澳大利亚两个州的两名数学教师为研究对象,采用半结构化访谈法调查了数学教师在高中课堂中实施深度学习的自我效能感。从数据中共构建了五个关键主题。第一,让学生在数学中发声和选择的策略。第二,给学生选择的策略导致了学生的成功。第三,利用反思和反馈支持学生发声的策略。第四,支持学习数学的过程,而不仅仅是数学的内容。最后,DI的实施是针对所有学生的,需要时间来掌握。结果表明,高中数学的深度学习是复杂的,特别是通过高中课程约束对深度学习的导航。同样,教师在数学DI方面的自我效能感是在他们的教学生涯中发展起来的,对于这两位教师来说,这与他们以前的个人经历和进一步发展技能的意愿有关。最后,这些教师在不同数学科目中使用的DI策略惊人地相似。讨论了对未来政策和实践的影响。
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引用次数: 0
Supporting children with dyslexia in primary school settings through effective professional development of teachers and classroom assistants: An international scoping review 通过有效的教师和课堂助理的专业发展,在小学环境中支持有阅读障碍的儿童:一项国际范围审查
IF 1 Q3 EDUCATION, SPECIAL Pub Date : 2025-07-25 DOI: 10.1111/1471-3802.70029
Fiona Monahan, Una O’ Connor Bones, Laurence Taggart, Claire McDowell, Peter Mulhall

Negative educational, social and emotional outcomes regarding dyslexia are evident in the literature. The purpose of this scoping review is to examine the international research to identify the theoretical frameworks, key components, teacher and student outcome measures and barriers/facilitators of professional development (PD) interventions aimed at helping teachers and/or classroom assistants (CAs) support children with dyslexia in primary schools. Arksey and O'Malley's (2005) six-step framework for conducting a scoping review was used to explore the literature. The Preferred Reporting Items for Systematic Reviews and Meta-Analyses screening guidelines (PRISMA-ScR, 2018) for a scoping review were implemented. Findings showed that PD underpinned by theoretical frameworks and evidence-based reading instruction strategies, known to be successful in improving reading attainment, is the most effective model. Coaching should be a key component of any PD intervention, further facilitated by various effective overlapping components. Individual and contextual factors are considerations when targeting teacher and student outcomes. Common barriers and facilitators, including time, resources and staffing, need to be addressed to ensure a PD intervention's success. Future research is needed to ensure effective PD interventions are available to teachers and CAs supporting students with dyslexia.

阅读障碍对教育、社会和情感的负面影响在文献中都很明显。本综述的目的是检查国际研究,以确定旨在帮助教师和/或课堂助理(CAs)支持小学阅读障碍儿童的专业发展(PD)干预的理论框架、关键组成部分、教师和学生的结果测量和障碍/促进因素。Arksey和O'Malley(2005)进行范围审查的六步框架被用于探索文献。实施了用于范围审查的系统评价和荟萃分析筛选指南的首选报告项目(PRISMA-ScR, 2018)。研究结果表明,以理论框架和基于证据的阅读教学策略为基础的PD是最有效的模式,可以成功地提高阅读素养。指导应该是任何PD干预的关键组成部分,通过各种有效的重叠部分进一步促进。在针对教师和学生的结果时,需要考虑个人和环境因素。需要解决常见的障碍和促进因素,包括时间、资源和人员,以确保PD干预的成功。未来的研究需要确保有效的PD干预措施可用于支持有阅读障碍的学生的教师和CAs。
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引用次数: 0
Canadian francophone school-based SLTs' perspectives on their involvement in a Tier 1 interactive reading program: Collateral benefits to the shift in practice 加拿大法语学校外语教师参与一级互动阅读项目的观点:实践转变的附带效益
IF 1 Q3 EDUCATION, SPECIAL Pub Date : 2025-06-30 DOI: 10.1111/1471-3802.70028
Pamela Filiatrault-Veilleux, Paméla McMahon-Morin, Wenonah Campbell

Increasing use of tiered service delivery models that include universal, whole-class programming, is reshaping school-based speech-language therapists (SLTs)’ roles in supporting inclusive education. Interactive reading programs, designed to enhance language and literacy skills of diverse learners, offer SLTs an evidence-based means to promote inclusive practices. However, SLTs' experiences in implementing such programs requires further investigation, particularly within Canadian francophone contexts. This qualitative study examined the experiences of seven SLTs across two Canadian francophone contexts—minority and majority—about their roles in implementing an interactive reading program. Through semi-structured interviews and focus groups, a reflexive thematic analysis revealed two overarching themes. The first, Key factors contributing to success co-exist amidst challenges, included four primary themes: SLT-teacher partnership as fundamental to effective collaboration; a centralized mandate and coordinated implementation of the program as key; the value of a well-structured program while maintaining a flexible approach; and the challenging journey of overcoming resistance to change. The second, Unexpected benefits for school-based SLT practice, highlighted three primary themes: benefits for SLTs' own professional development; benefits for SLTs' roles within the educational context; and paving the way for future opportunities. Study findings offer insights into facilitating SLTs' vital role in promoting inclusive education.

越来越多地使用分层服务提供模式,包括普遍的、整个班级的规划,正在重塑学校语言治疗师在支持全纳教育方面的角色。互动阅读项目旨在提高不同学习者的语言和读写技能,为特殊语言教师提供了一种以证据为基础的促进包容性实践的手段。然而,外语教师在实施此类课程方面的经验需要进一步调查,特别是在加拿大法语国家的背景下。本质性研究考察了加拿大法语语境中七名特殊语言教师(少数族裔和多数族裔)在实施互动阅读计划中的角色。通过半结构化访谈和焦点小组,反身性主题分析揭示了两个总体主题。第一,促进成功的关键因素与挑战并存,包括四个主要主题:学生与教师的伙伴关系是有效合作的基础;以集中授权和协调实施为重点;一个结构良好的项目的价值,同时保持灵活的方法;以及克服变革阻力的充满挑战的旅程。第二,“校本外语教学实践的意想不到的好处”,突出了三个主要主题:对外语教师自身专业发展的好处;在教育背景下,特殊语言教师角色的利益;并为未来的机会铺平道路。研究结果有助我们认识到,在促进全纳教育的过程中,特殊语文教师扮演的重要角色。
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引用次数: 0
The influence of school placement on students' emotional school well-being, social inclusion and academic self-concept of students with and without learning disability 学校安置对有和无学习障碍学生的情感学校幸福感、社会包容和学业自我概念的影响
IF 1 Q3 EDUCATION, SPECIAL Pub Date : 2025-06-27 DOI: 10.1111/1471-3802.70026
Alexandra Pirker, Katharina-Theresa Lindner, Susanne Schwab

This longitudinal study aims to examine Austrian lower secondary grade students' (N = 415) emotional school well-being, social inclusion and academic self-concept regarding school placement over time (beginning of 5th till end of 6th grade). Using the Perception of Inclusion Questionnaire (PIQ), students with and without learning disability (LD) from lower secondary schools attending regular, inclusive and special class settings were surveyed. Results show that about 20 per cent of sixth-grade students indicated low emotional school well-being. Students without LD exhibited higher academic self-concept, social inclusion and emotional well-being in regular classes compared to inclusive classes. For students with LD, emotional school well-being was generally higher in inclusive classes at the beginning of 5th grade compared to special educational classes. At the end of 5th grade and the beginning of 6th grade, students with LD in special classes showed slightly higher values for academic self-concept, social inclusion and emotional school well-being compared to students with LD in inclusive classes. Overall, the study results indicate that Austria is struggling with implementing inclusion.

本纵向研究旨在考察奥地利初中生(N = 415)随时间(从五年级开始到六年级结束)在学校安置方面的情感学校幸福感、社会包容和学术自我概念。采用“共融认知问卷”(PIQ),对普通班、共融班和特殊班有学习障碍和无学习障碍的初中学生进行调查。结果显示,大约20%的六年级学生在学校的情绪幸福感较低。无学习障碍的学生在常规课堂上表现出更高的学术自我概念、社会包容和情绪幸福感。对于有障碍的学生来说,五年级初的包容性班级的情感学校幸福感普遍高于特殊教育班级。在五年级末和六年级初,特殊班的学习障碍学生在学业自我概念、社会包容和学校情感幸福感方面的得分略高于全纳班的学习障碍学生。总的来说,研究结果表明,奥地利正在努力实施包容性。
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引用次数: 0
Teacher-child relationships as mediators between repetitive behaviors and school adjustment in preschoolers with ASD 学龄前自闭症儿童重复行为与学校适应之间的师生关系
IF 1 Q3 EDUCATION, SPECIAL Pub Date : 2025-06-27 DOI: 10.1111/1471-3802.70027
Gamze Alak, Meral Çilem Ökcün Akçamuş, Zeynep Bahap Kudret, Hatice Bakkaloğlu

Early school adjustment is an important process for children with autism spectrum disorder, as it influences not only their academic success but also the development of social communication and interaction skills. Several factors influence school adjustment, but the quality of the teacher-child relationship plays a decisive role. Therefore, the characteristics of children with autism spectrum disorder and how they affect the teacher-child relationship, as well as the impact of this relationship on the children's school adjustment process, should be examined. This study explored the direct and indirect relationships between preschoolers' with autism spectrum disorder repetitive behaviours, teacher-child relationship quality, and school adjustment, addressing a significant gap in the literature. Ninety-six (16 females, 80 males) children diagnosed with autism spectrum disorder and aged between 24 and 93 months participated in the study. The children in the study attend MoNE-affiliated preschools and special education centres in Ankara. The path analysis results demonstrated that self-injurious behaviours and insistence on sameness affected conflictual teacher-child relationships, while restricted interests negatively and indirectly impacted school adjustment through close teacher-child relationships. The findings highlight the need for school-based interventions for repetitive behaviours to improve teacher-child relationships and enhance school adjustment in children with autism spectrum disorder.

早期学校适应是自闭症谱系障碍儿童的一个重要过程,它不仅影响他们的学业成功,而且影响他们社会沟通和互动技能的发展。影响学校适应的因素很多,但师生关系的好坏起着决定性的作用。因此,应该研究自闭症谱系障碍儿童的特点及其对师生关系的影响,以及这种关系对儿童学校适应过程的影响。本研究探讨了自闭症谱系障碍学龄前儿童重复行为、师生关系质量和学校适应之间的直接和间接关系,弥补了文献中的重大空白。96名儿童(16名女性,80名男性)被诊断患有自闭症谱系障碍,年龄在24到93个月之间。参与研究的儿童在安卡拉的one附属幼儿园和特殊教育中心上学。通径分析结果表明,自残行为和同一性坚持影响冲突型师生关系,利益限制通过亲密型师生关系负向间接影响学校适应。研究结果强调了对重复行为进行学校干预的必要性,以改善教师与儿童的关系,并增强自闭症谱系障碍儿童的学校适应能力。
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引用次数: 0
Programmes to change attitudes towards people with intellectual disabilities: A systematic review 改变对智障人士态度的规划:系统回顾
IF 1 Q3 EDUCATION, SPECIAL Pub Date : 2025-06-17 DOI: 10.1111/1471-3802.70024
Silvia Beunza-García, Carpintero-Molina Elvira, Bel-Fenellós Cristina

Despite advances in the inclusion of people with intellectual disabilities in society, there are still negative attitudes toward them. For this reason, it is considered necessary to carry out interventions aimed at changing attitudes toward this group and the characteristics of such interventions should be analysed. To this end, a review of the scientific literature was carried out, consulting Web Of Science (WOS), Psycinfo, Scielo and Scopus, identifying 31 articles that met the selection criteria and were analysed. The analysis of the results of the interventions confirms that, in general, the programmes have been effective in changing attitudes. However, there is a lack of unanimity in the design and type of interventions, as well as in the measurement instruments used to measure their efficacy. The present review confirms the need to design and implement specific interventions to bring about a change in attitudes and thus avoid the maintenance of negative attitudes toward people with intellectual disabilities.

尽管社会对智障人士的包容有所进步,但对他们的态度仍然是消极的。因此,认为有必要进行旨在改变对这一群体的态度的干预,并应分析这种干预的特点。为此,我们查阅了Web of Science (WOS)、Psycinfo、Scielo和Scopus,对科学文献进行了综述,确定了31篇符合选择标准的文章并进行了分析。对干预结果的分析证实,总的来说,这些方案在改变态度方面是有效的。然而,在干预措施的设计和类型以及用于衡量其有效性的测量工具方面缺乏一致意见。本审查确认需要设计和实施具体的干预措施,以改变人们的态度,从而避免对智力残疾者保持消极态度。
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引用次数: 0
Exploring teachers' attitudes towards inclusive education: Role of self-efficacy and perceived school climate 探讨教师对全纳教育的态度:自我效能感与学校氛围的作用
IF 1 Q3 EDUCATION, SPECIAL Pub Date : 2025-06-17 DOI: 10.1111/1471-3802.70025
Helena Azevedo, Beatriz Barat, Vera Coelho, Francisco Machado, Mónica Soares, Paulo Dias, Irene Cadime, Carla Peixoto

Teachers' attitudes towards inclusive education are among the most relevant predictors of successful inclusion. Several factors related to child, teacher and environment predict teacher attitudes. This study aims to analyse the relationship between teachers' attitudes towards inclusive education, their perception of self-efficacy, and perceived school climate. A total of 463 teachers (81.4% female) participated in this study. A sociodemographic questionnaire, the Multidimensional Attitudes Towards Inclusive Education Scale (MATIES; (International Journal of Special Education, 23, 2008, 82); Portuguese version from European Journal of Special Needs Education, 31, 2016, 111), the Teacher Efficacy for Inclusive Practices (TEIP; (Journal of Research in Special Educational Needs, 12, 2012, 12); Portuguese version from Ensaio, 25, 2017, 7), the School level Environment questionnaire climate questionnaire (R-SLEQ; Educational and Psychological Measurement, 67, 2007, 833; translated by researchers) were used. Results showed that participant teachers possess positive attitudes, although moderate, towards inclusive education. In addition, findings suggested a significant positive relationship between self-efficacy, school climate and teachers' attitudes. Self-efficacy mediates the relationship between school climate and teachers' attitudes regarding inclusive education. Implications for teachers' training and collaborative practices are discussed.

教师对全纳教育的态度是成功全纳教育最相关的预测因素之一。与儿童、教师和环境有关的几个因素可以预测教师的态度。本研究旨在分析教师对全纳教育的态度、自我效能感与学校氛围的关系。共有463名教师参与本研究,其中女性占81.4%。社会人口调查问卷对全纳教育的多维态度量表(MATIES; International Journal of Special Education; 2008, 82);葡萄牙语版摘自《欧洲特殊需要教育杂志》,2016年第31期,第111期),教师对包容性实践的有效性(TEIP);(《特殊教育需要研究杂志》,2012年第12期,第12期);本研究采用葡萄牙文版本(来自《Ensaio》,2017年第25期,第7期),校级环境问卷气候问卷(R-SLEQ; Educational and Psychological Measurement, 67, 2007, 833;由研究者翻译)。结果显示,参与教师对全纳教育持积极态度,但态度温和。此外,研究发现自我效能感、学校氛围和教师态度之间存在显著的正相关关系。自我效能感在学校氛围与教师全纳教育态度之间起中介作用。讨论了对教师培训和合作实践的影响。
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引用次数: 0
Working in partnership to support children and young people with selective mutism: A reflexive thematic analysis from parent and teacher perspectives 合作支持患有选择性缄默症的儿童和青少年:从家长和教师的角度进行反思性专题分析
IF 1 Q3 EDUCATION, SPECIAL Pub Date : 2025-06-10 DOI: 10.1111/1471-3802.70023
R. Adamson, L. Powell, M. Chilokoa

Selective mutism (SM) is an anxiety disorder where children can speak in some situations but are unable to do so in others, despite having age-appropriate language skills. There is limited awareness and understanding of SM in both school settings and society, often leading to misunderstandings of affected children. Early intervention is crucial to alleviating the anxiety associated with SM, helping children find their voice. Given the significant challenges children with SM face in school, it is vital that schools play a central role in reducing anxiety and creating a supportive environment. Research shows that outcomes improve when parents and schools collaborate to provide consistent support. This study used semi-structured interviews and a critical realist approach to explore the experiences of parents and teachers supporting children with SM, focussing on effective partnership working. Reflexive thematic analysis of data from four parents and three teachers revealed that while parents' experiences were predominantly negative, teachers reported more positive experiences. Effective partnerships were marked by teachers and settings that actively listen, engage with parents and value their expertise. Shared priorities and mutual trust were also identified as crucial elements.

选择性缄默症(SM)是一种焦虑症,儿童在某些情况下可以说话,但在其他情况下却无法说话,尽管他们具有与年龄相适应的语言技能。学校和社会对SM的认识和理解都很有限,常常导致对受影响儿童的误解。早期干预对于减轻与SM相关的焦虑至关重要,帮助孩子们找到自己的声音。鉴于SM儿童在学校面临的重大挑战,学校在减少焦虑和创造支持性环境方面发挥核心作用至关重要。研究表明,当家长和学校合作提供一致的支持时,结果会有所改善。本研究采用半结构化访谈和批判现实主义的方法来探讨父母和教师支持SM儿童的经验,重点是有效的伙伴关系工作。对来自四位家长和三位教师的数据进行反身性专题分析后发现,虽然家长的经历主要是消极的,但教师的经历更多是积极的。有效的伙伴关系的标志是教师和环境积极倾听,与家长接触,重视他们的专业知识。共同的优先事项和相互信任也被确定为关键因素。
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引用次数: 0
Exploring the perspectives and voices of students with autism on the academic adjustments they receive: A systematic review 探索自闭症学生对他们接受的学业调整的观点和声音:一个系统的回顾
IF 1 Q3 EDUCATION, SPECIAL Pub Date : 2025-05-24 DOI: 10.1111/1471-3802.70022
Aidan McKeegan, Jessica Zoe Zanuttini

As the number of students with autism enrolled in general education increases, there remains a need to support their academic achievement. While much of the existing literature presents the ways that teachers can support the social, emotional or sensory needs of students with autism, research into the academic supports for school-aged students with autism is limited. Educational researchers commonly acknowledge the importance of the perspectives of students with autism, but in research that explores academic adjustments for this population, their perspectives are rarely sought or considered. This systematic review seeks to identify common research practices and the extent to which research accurately represents academic adjustments for students with autism. This review was conducted in accordance with the PRISMA guidelines, and database searches were finalised in October 2023. Results revealed included research often involved the perspectives of students with autism, their family members, and their teachers. However, academic topics were more commonly discussed with teachers, while the voices of students with autism were often omitted. Although the included articles illustrate a variety of methods for eliciting the voices of students with autism, barriers to including their perspectives have been reported, and the need for alternative methods is recommended.

随着接受普通教育的自闭症学生人数的增加,仍然需要支持他们的学业成就。虽然现有的许多文献都提出了教师可以支持自闭症学生的社会、情感或感官需求的方法,但对学龄自闭症学生的学术支持的研究却很有限。教育研究人员普遍承认自闭症学生观点的重要性,但在探索这一群体的学术调整的研究中,他们的观点很少被寻求或考虑。本系统综述旨在确定常见的研究实践,以及研究在多大程度上准确地代表了自闭症学生的学业调整。该审查是根据PRISMA指南进行的,数据库检索于2023年10月完成。结果显示,包括研究通常涉及自闭症学生,他们的家庭成员和他们的老师的观点。然而,学术话题更多的是与老师讨论,而自闭症学生的声音往往被忽略。虽然所包含的文章说明了各种方法来引出自闭症学生的声音,但据报道,包括他们的观点的障碍,并建议需要替代方法。
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引用次数: 0
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Journal of Research in Special Educational Needs
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