From monitoring to sharing of attention in dyadic interaction: The affordances of gaze data to better understand social aspects of remote collaborative problem solving
This paper aims to better understand the social aspects of collaborative problem solving (CPS) through studying joint attention behaviour (JAB) in an online game–like environment. To capture these behaviours and exemplify how ‘jointness’ is achieved in CPS in remote dyadic interaction, event-related measures are utilised based on the following multiple interaction data: (1) individuals’ gaze data from CPS task completion and (2) automatically generated log files (i.e. chats and actions) from dyadic interactions. The results give empirical evidence of the detached, individualistic attention experiences (i.e. monitoring and common attention) and of bidirectional relations (i.e. mutual and sha…
Case-based portraits of contrasting micro-interaction processes during online assessment of collaborative problem solving
This study recognizes the role and the quality of social aspects in collaborative problem solving (CPS) processes and outcomes. The aim of this study, relying on multiple data and phases of analysis, is to explore and visualise, through contrasting case-based portraits, how micro-interaction processes at pair level evolve during CPS assessments in an online environment. The assessment is designed for a student pair in the STEM domain. The results show that in despite students’ similar CPS performance scores, variations in micro-interactions occurred across pairs. It is expected that studying these patterns at pair level may provide new insights into CPS processes and so to support acquiring…
The “Architectures” of Successful Remote Collaborative Problem Solving : Exploring Commitment in Dyadic Interaction
During successful collaborative problem solving (CPS), participants are expected not only to share and process information to solve the task, but also to show responsiveness and commitment to their partners. Accordingly, this exploratory study aims, via two contrasting cases, to acquire a preliminary understanding of how commitments and successful CPS come together in remote, dyadic interaction. To do so, the study relies on objective and subjective measures and combines group with individual levels of analysis on log files and cued interviews. The results revealed how commitments were interrelated with efficient coordination of interactions during CPS. Coordinated, well-communicated proble…
Pair interactions in online assessments of collaborative problem solving: case-based portraits
This exploratory case study focuses on how pairs of students can build a shared understanding and acquire collaborative problem-solving (CPS) practices during an online assessment of CPS skills, which is seen in the context of the CPS construct, in a symmetrical and asymmetrical task type. Even though CPS is widely recognised as a core twenty-first-century competency, its nature is not yet well understood. Also, until recently, most of studies have focused on the individual’s solution to a problem or on the skills individuals bring into a problem-solving space. This study extends from an individual- to group-level focus in CPS, emphasising the role and quality of the social aspects in CPS p…
Joint attention behaviour in remote collaborative problem solving : exploring different attentional levels in dyadic interaction
AbstractThe current article describes an exploratory study that focussed on joint attention behaviour—the basis of interaction predicting productive collaboration—to better understand collaborative problem solving, particularly its social aspects during remote dyadic interaction. The study considered joint attention behaviour as a socio-linguistic phenomenon and relied on detailed qualitative interaction analysis on event-related measures of multiple observational data (i.e. log files, eye-tracking data). The aim was to illustrate and exemplify how the diverse attentional levels of joint attention behaviour (i.e. monitoring, common, mutual and shared attention) delineated by Siposova and Ca…