沙特阿拉伯使用人工智能提高轻度智障学龄学生学业技能的有效性。

IF 2.9 2区 医学 Q1 EDUCATION, SPECIAL
Abdulaziz S. Alsolami
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引用次数: 0

摘要

这项研究补充说:向智障学生教授学术技能对教育工作者来说是一个挑战。本研究探讨了人工智能在特殊教育领域的作用,为轻度ID儿童的教育融合提供了一个新的框架。有趣的是,研究表明,使用人工智能驱动的干预措施可以显著提高学术技能,并带来更好的学习成果。这是至关重要的,因为与“整个孩子”教育模式相关的整体方法是普遍存在的,因为有ID的学生在学术社会化的社会互动中面临挑战。背景:智力障碍(ID)是一种阻碍学习、交流和日常功能的神经发育障碍。它会对学术技能的学习产生负面影响,比如比赛和阅读技能。人工智能(AI)可以为这些学生提供提高学习成绩的机会。目的:探讨人工智能在提高70名9-12岁轻度ID男孩学业技能方面的效果。他们被纳入沙特阿拉伯吉达地区公立学校的特殊教育项目。方法:将参与者随机分为实验组和对照组。实验组在五周内每周两次接受10次60分钟的课程,利用人工智能来个性化他们的学术技能活动。对照组接受没有人工智能的教育计划。所有参与者在干预前、干预后和1个月随访时完成Woodcock-Johnson iv成就测试。结果:与对照组相比,实验组在所有测量领域的学习成绩都有显著和持续的改善,效应量从中等(η²= 0.685)到大(η²= 0.921),强调了干预后的效果。结论和意义:本研究揭示了将人工智能工具应用于特殊教育的前景,以应对轻度ID学生的独特需求。未来的研究应该调查这些干预措施的长期影响,以及它们在不同教育背景下对包容性学习的更广泛应用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The effectiveness of using artificial intelligence in improving academic skills of school-aged students with mild intellectual disabilities in Saudi Arabia

What This Study Adds

Teaching academic skills to students with intellectual disabilities can be a challenge for educators. This study explored the role of AI in the field of special education and provided a novel framework for educational integration of children with mild ID. Interestingly, it demonstrated that using AI-driven interventions could significantly improve academic skills and lead to better learning outcomes. This is crucial, as the holistic approach associated with the "whole child" model of education is prevalent due to the challenges students with ID face in social interactions typically involved in academic socialization.

Background

Intellectual disabilities (ID) are neurodevelopmental disorders that hinder learning, communication, and daily functioning. It negatively impacts learning of academic skills such as match and reading skills. Artificial intelligence (AI) may offer opportunities for these students to improve their academic performance.

Aims

To investigate the effectiveness of using AI in improving academic skills in a sample of seventy boys aged 9–12 with mild ID. They were enrolled into special education programs integrated into public schools in the Jeddah region of Saudi Arabia.

Methods

Participants were randomly assigned to an experimental and control group. The experimental group received ten 60-minute sessions twice weekly during five weeks, utilizing AI to personalize their academic skills activities. The control group received the educational program without the AI. All participants completed the Woodcock-Johnson IV-achievement test at pre-intervention, post-intervention, and one-month follow-up.

Results

The experimental group demonstrated significant and sustained improvements in academic performance across all measured domains compared to the control group, with effect sizes ranging from moderate (η² = 0.685) to large (η² = 0.921), underscoring the efficacy of the intervention at post-intervention.

Conclusions and Implications

This study sheds light on the promise of applying AI tools in special education to respond to distinctive needs experienced by students with mild ID. Future studies should investigate the long-term effects of such interventions and their broader applications across diverse educational contexts for inclusive learning.
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来源期刊
CiteScore
5.50
自引率
6.50%
发文量
178
期刊介绍: Research In Developmental Disabilities is aimed at publishing original research of an interdisciplinary nature that has a direct bearing on the remediation of problems associated with developmental disabilities. Manuscripts will be solicited throughout the world. Articles will be primarily empirical studies, although an occasional position paper or review will be accepted. The aim of the journal will be to publish articles on all aspects of research with the developmentally disabled, with any methodologically sound approach being acceptable.
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