ORIGINAL RESEARCH article
Front. Psychol.
Sec. Emotion Science
This article is part of the Research TopicArtificial Intelligence for Technology Enhanced LearningView all 11 articles
The Influence of Conscientiousness and Context on the Emotional Response during Understanding
Provisionally accepted- Ontario Institute for Studies in Education, University of Toronto, Toronto, Canada
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In this exploratory study, we use a logistic multilevel model to examine the interplay between personality, emotions, and understanding. The impact of Conscientiousness, a Big Five Personality trait, on emotional responses during riddle-solving attempts was investigated in 101 participants, who each tackled 15 riddles remotely via Zoom. Video recordings were analyzed using iMotions with AFFDEX to identify the emotion type (positive, negative, and epistemic) experienced during the riddle-solving (understanding) process. The study revealed significant effects of both positive and negative emotions on understanding scores. Upon examining cross-level interactions, the effect of trait Conscientiousness on the association between emotion type and understanding scores was not significant. Our random intercepts model appeared to provide the most satisfactory explanation for our exploratory findings. Further, the model demonstrated good discrimination ability, as evidenced by our area under the Receiver Operating Characteristic (ROC) curve. Our results highlight the fundamental role of context, specifically the individual's perceived value of a learning activity and the nature of their understanding—emergent or established—in shaping the emotions evoked during the process of understanding. For future endeavors, we recommend a concentrated focus on the complex interplay between personality, emotions, and understanding, especially when understanding is in its emergent phase and the task employed for measurement provokes emotional investment.
Keywords: emotion1, understanding2, personality3, multilevel modelling4, iMotions5
Received: 23 Jul 2025; Accepted: 25 Nov 2025.
Copyright: © 2025 Jun, Lazic and Woodruff. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
* Correspondence: Milan Lazic
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