评估智能交互技术在自闭症干预措施中的有效性:基于试验评估的元分析
Quan Zhou1, Dandan Li2, Yanan Zhang3
1First Clinical Medical College, Anhui Medical University, Hefei, China.
Research in developmental disabilities
|August 10, 2025
概括
像扩展现实 (XR) 这样的智能交互技术显示出对自闭症干预措施的显著好处,特别是在学龄前儿童中. 需要进一步的研究来确认机器人系统在自闭症治疗中的有效性.
科学领域:
- 神经科学是一个神经科学.
- 发展心理学 发展心理学
- 人与计算机的交互
背景情况:
- 自闭症谱系障碍 (ASD) 的干预需要创新的方法.
- 智能交互技术提供了新的治疗途径.
- 扩展现实 (XR) 和机器人技术是这个领域的新兴工具.
研究的目的:
- 系统地审查有关自闭症干预的智能交互技术的文献.
- 评估扩展现实 (XR) 和机器人系统在ASD中的有效性.
- 确定影响干预有效性的因素.
主要方法:
- 在主要数据库中进行系统的文献搜索 (2017-2024年).
- 两个独立的审查员进行研究选择,数据提取和质量评估 (科克兰偏差风险工具,RoB 2).
- 使用随机效应模型 (标准化平均差异 - SMD) 的元分析,并补充了灵敏度分析.
主要成果:
- 包括13项研究 (459名自闭症患者,年龄在2-15岁).
- 智能互动干预表明了显著的整体疗效 (SMD=0.66).
- 射线干预显示出更积极的效果 (SMD=0.80),特别是对于认知目标和学龄前儿童 (SMD=1.00). 机器人干预由于异质性高,结果不确定的.
结论:
- 智能交互技术对于ASD的社会,认知和行为方面是有效的.
- 射线干预显示出有希望的结果,特别是在年幼的儿童中.
- 需要进一步的研究来确定机器人干预在ASD中的有效性.
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