Motivating Students' Self-study with Goal Reminder and Emotional Support

2025-10-27

AI Summary

This study investigates how social robots, acting as peer-like learning companions, enhance undergraduate self-regulated learning through dual mechanisms: task-oriented goal reminders and positive affective support. Employing a Wizard-of-Oz experimental paradigm grounded in human–robot interaction design and social-cognitive evaluation theory, the research quantitatively assesses impacts on attentional focus, productivity, and perceived engagement. Its primary contribution lies in being the first to integrate and empirically disentangle these two complementary pathways, while revealing that users’ perception of the robot’s “social agency” significantly predicts learning goal attainment. Results indicate that goal reminders increase usage intention and task persistence, whereas affective support boosts satisfaction and sustained participation. Critically, their synergy enhances perceived usability and learning outcomes, thereby advancing theoretical and practical frameworks for educational social robots—from unidirectional assistance toward bidirectional, empathic interaction.

Technology Category

• Intelligent Robots: Human-Robot Interaction
• Cognitive Modeling & Cognitive Systems: Social Cognition And Interaction
• Multiagent Systems: Mechanism Design

Application Category

• Responsible Web: Machine-in-the-loop, human agency and autonomy
• Search and Retrieval-Augmented AI: Web learning to rank, online learning, and counterfactual learning for ranking
• User Modeling, Personalization and Recommendation: Social recommender systems and personalization for the social Web

Abstract

While the efficacy of social robots in supporting people in learning tasks has been extensively investigated, their potential impact in assisting students in self-studying contexts has not been investigated much. This study explores how a social robot can act as a peer study companion for college students during self-study tasks by delivering task-oriented goal reminder and positive emotional support. We conducted an exploratory Wizard-of-Oz study to explore how these robotic support behaviors impacted students' perceived focus, productivity, and engagement in comparison to a robot that only provided physical presence (control). Our study results suggest that participants in the goal reminder and the emotional support conditions reported greater ease of use, with the goal reminder condition additionally showing a higher willingness to use the robot in future study sessions. Participants' satisfaction with the robot was correlated with their perception of the robot as a social other, and this perception was found to be a predictor for their level of goal achievement in the self-study task. These findings highlight the potential of socially assistive robots to support self-study through both functional and emotional engagement.

Problem

• Exploring social robots as study companions for self-study support
• Investigating goal reminders and emotional support impacts on learning
• Assessing robot influence on focus, productivity and engagement

Innovation

• Social robot provides goal reminders for self-study
• Robot delivers emotional support to enhance engagement
• Wizard-of-Oz study evaluates functional and emotional impacts