2023
DOI: 10.1177/21695067231192195
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Development of Mental Models in Decision-Making Tasks

Ranjani Narayanan,
Sarah E. Walsh,
Karen M. Feigh

Abstract: This study aims to understand the development of users’ mental models (MMs) over time. We use behavioral data obtained from process tracing to identify key components of MMs and their relative importance. Further, we investigate the stability and predictability of these components as users learn through system interaction. Human-in-the-loop experimentation was deployed in a dynamic geospatial environment and six information attributes were provided to inform participants’ decisions. Partial Least Squares Regre… Show more

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