Assessing the effectiveness of multi-session online emotion recognition training in autistic adults

Zoe E Reed, Oliver Bastiani, Andy Eastwood, Ian S Penton-Voak, Christopher Jarrold, Marcus R Munafo, Angela S Attwood
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Abstract

Purpose: Difficulties with emotion recognition can occur in neurodevelopmental conditions, including in autistic individuals. Providing interventions to support this would therefore be beneficial, particularly in terms of downstream effects on wellbeing, social relationships and education. Methods: In this online experimental study, we examined the effect of a recently developed facial emotion recognition training task versus a sham/control task in an adult population identifying as autistic over four sessions in a 2-week period, with a fifth follow-up session (N=184). Results: Our main analyses showed that facial emotion recognition accuracy was greater in Session 4 in the active group, with an estimated improvement of 14% (equivalent to approximately 7 additional correct responses), compared to 2% (equivalent to approximately 1 additional correct responses) in the sham group. Additional analyses suggested training effects were generalisable to facial stimuli that participants had not been trained on and were still present, although attenuated, two weeks later. We also observed some self-reported improvements in social interactions post-training. Conclusion: Overall, this study demonstrated improved emotion recognition in an adult autistic sample with this training task. Future work is needed to investigate the effect of this emotion recognition training on emotion recognition accuracy in autistic children, where support could be most beneficial.
评估自闭症成人多疗程在线情绪识别训练的效果
目的:包括自闭症患者在内的神经发育障碍患者可能会出现情绪识别困难。因此,提供干预措施以支持这种情况将是有益的,尤其是在对福祉、社会关系和教育的下游影响方面。研究方法在这项在线实验研究中,我们对最近开发的面部情绪识别训练任务与假/对照任务的效果进行了对比研究,研究对象是自闭症成人,在为期两周的时间内进行了四次训练,并进行了第五次随访(N=184)。结果显示我们的主要分析表明,在第 4 次训练中,积极训练组的面部情绪识别准确率更高,估计提高了 14%(相当于增加了约 7 个正确反应),而虚假训练组仅提高了 2%(相当于增加了约 1 个正确反应)。其他分析表明,训练效果可以推广到参与者未接受过训练的面部刺激上,并且在两周后仍然存在,尽管有所减弱。我们还观察到一些自我报告的训练后社交互动的改善情况。结论总的来说,这项研究表明,通过这项训练任务,成年自闭症样本的情绪识别能力有所提高。今后的工作需要研究这种情绪识别训练对自闭症儿童情绪识别准确性的影响,因为对自闭症儿童的支持可能最有益。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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