HCApr 24, 2017

A New Theoretical Framework for Curiosity for Learning in Social Contexts

arXiv:1704.07480v322 citations
Originality Incremental advance
AI Analysis

This work addresses the problem of enhancing curiosity in educational group settings for learners and educators, though it is incremental as it builds on existing literature.

The authors tackled the problem of understanding how social factors influence curiosity in group learning by proposing the first integrated socio-cognitive theoretical framework, validated through latent variable modeling showing that interpersonal functions have a stronger predictive influence on curiosity than individual functions.

Curiosity is a vital metacognitive skill in educational contexts. Yet, little is known about how social factors influence curiosity in group work. We argue that curiosity is evoked not only through individual, but also interpersonal activities, and present what we believe to be the first theoretical framework that articulates an integrated socio-cognitive account of curiosity based on literature spanning psychology, learning sciences and group dynamics, along with empirical observation of small-group science activity in an informal learning environment. We make a bipartite distinction between individual and interpersonal functions that contribute to curiosity, and multimodal behaviors that fulfill these functions. We validate the proposed framework by leveraging a longitudinal latent variable modeling approach. Findings confirm positive predictive relationship of the latent variables of individual and interpersonal functions on curiosity, with the interpersonal functions exercising a comparatively stronger influence. Prominent behavioral realizations of these functions are also discovered in a data-driven way. This framework is a step towards designing learning technologies that can recognize and evoke curiosity during learning in social contexts.

Foundations

The foundational work for this paper's niche, ranked by how specifically the neighbourhood builds on it — not by global fame.

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