Faculty of Education, University of Oulu, Oulu, Finland.
School of Computing, University of Eastern Finland, Joensuu, Finland.
Br J Educ Psychol. 2023 Apr;93 Suppl 1:48-70. doi: 10.1111/bjep.12525. Epub 2022 Jun 23.
Group affective states for learning are constantly formed through socio-emotional interactions. However, it remains unclear how the affective states vary during collaboration and how they occur with regulation of learning. Appropriate methods are needed to track both group affective states and these interaction processes.
The present study identifies different socio-emotional interaction episodes during groups' collaborative learning and examines how group affective states fluctuate with regulation of learning during these episodes.
The participants were 54 secondary school students working in groups across four science learning sessions.
Multichannel process data (video, electrodermal activity [EDA]) were collected in an authentic classroom. Groups' affective states were measured with emotional valence captured from video data, and activation captured as sympathetic arousal from EDA data. Regulation of learning was observed from the videotaped interactions.
The study disclosed four clusters of socio-emotional interaction episodes (positive, negative, occasional regulation, frequent regulation), which differed in terms of fluctuation of affective states and activated regulation of learning. These clustered episodes confirm how affective states are constantly reset by socio-emotional interactions and regulation of learning. The results also show that states requiring regulation do not automatically lead to its activation.
By advancing existing understanding of how group level socio-emotional processes contribute to regulation of learning, the study has implications for educational design and psychological practice. Methodologically, it contributes to collaborative learning research by employing multiple data channels (including biophysiological measures) to explore the various dimensions of socio-emotional processes in groups.
学习中的群体情感状态是通过社会情感互动不断形成的。然而,目前尚不清楚情感状态在协作过程中是如何变化的,以及它们是如何与学习调节同时发生的。需要适当的方法来跟踪群体情感状态和这些互动过程。
本研究旨在识别群体协作学习过程中的不同社会情感互动情节,并探讨在这些情节中,群体情感状态如何随着学习调节而波动。
参与者为 54 名中学生,他们在四个科学学习课程中分组合作。
在真实的课堂环境中收集多通道过程数据(视频、皮肤电活动[EDA])。通过从视频数据中捕获的情感效价和从 EDA 数据中捕获的交感神经兴奋来测量群体的情感状态。学习调节是通过录像互动观察到的。
本研究揭示了社会情感互动情节的四个聚类(积极、消极、偶尔调节、频繁调节),这些聚类在情感状态波动和激活的学习调节方面存在差异。这些聚类情节证实了情感状态是如何通过社会情感互动和学习调节不断重置的。结果还表明,需要调节的状态并不一定会自动导致其激活。
通过推进对群体社会情感过程如何促进学习调节的现有理解,本研究对教育设计和心理实践具有启示意义。从方法论上讲,它通过采用多数据通道(包括生理测量)来探索群体中社会情感过程的各个维度,为协作学习研究做出了贡献。