Dindar, M., Järvelä, S., Nguyen, A., Haataja, E., & Çini, A. (2022). Detecting shared physiological arousal events in collaborative problem solving. Contemporary Educational Psychology, 69, 102050. https://doi.org/10.1016/j.cedpsych.2022.102050
Detecting shared physiological arousal events in collaborative problem solving
|Author:||Dindar, Muhterem1; Järvelä, Sanna1; Nguyen, Andy1;|
1University of Oulu, Faculty of Education, Finland
|Online Access:||PDF Full Text (PDF, 2.5 MB)|
|Persistent link:|| http://urn.fi/urn:nbn:fi-fe2022050332378
|Publish Date:|| 2022-08-02
Collaborative problem solving (CPS) is a cyclical process in which team members go back and forth between various cognitive and affective phases as they interact with the problem state and each other. An increasing amount of research has been conducted to explore how sequential relationships between the CPS phases affect team performance outcomes. However, detecting CPS phases mainly relies on labor-intensive methods, such as video coding of all team interactions during the problem-solving process. Furthermore, it is challenging to understand the level of sharedness or togetherness among the team members when they go through a specific CPS phase. Consequently, this study aimed to investigate shared physiological arousal events (SPAE) in CPS. We developed and implemented a new method for detecting SPAEs during CPS by utilizing skin conductance response data. Our findings showed that SPAE can be a promising method for detecting the cognitive and socio-emotional CPS phases that are demonstrated as increasing physiological arousal among the team members. Process-mining analysis of the SPAEs revealed different sequential pathways among the successful and less successful teams both in terms of the CPS phases and the problem variables they address during SPAEs. The current study contributes to the timely agenda of CPS and collaborative learning fields in developing multimodal methods to unearth complex team interaction processes during collaboration.
Contemporary educational psychology
|Type of Publication:||
A1 Journal article – refereed
|Field of Science:||
516 Educational sciences
This research was granted by Academy of Finland. Grant No. 275440 and No: 324381. Data collection was carried out with the support of LeaF Research Infrastructure (https://www.oulu.fi/leaf-eng/), University of Oulu, Finland.
|Academy of Finland Grant Number:||
275440 (Academy of Finland Funding decision)
324381 (Academy of Finland Funding decision)
© 2022 The Authors. Published by Elsevier Inc. This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).