Training Spatial Ability in Virtual Reality

2025-08-13

AI Summary

Traditional spatial reasoning training for STEM students is time-intensive and inefficient. Method: This study designed and empirically evaluated, for the first time, a structured three-module VR curriculum integrating pedagogical scaffolding and real-time feedback. A three-week (6-hour), three-session immersive intervention was conducted with undergraduate STEM students. Contribution/Results: The VR group achieved spatial ability gains comparable to those of a conventional paper-and-pencil control group (10 sessions, 7.5 hours), yet with significantly higher instructional efficiency. Incidence of cybersickness was low, and learner experience was consistently positive. This work establishes and validates the first fully structured, scalable VR-based spatial skills training paradigm. It provides empirical evidence and a practical implementation framework for high-efficacy, low-burden spatial competence development in STEM education.

Technology Category

• Knowledge Representation and Reasoning: Geometric, Spatial, and Temporal Reasoning
• Computer Vision: Motion & Tracking
• Intelligent Robots: Multimodal Perception & Sensor Fusion

Application Category

• Search and Retrieval-Augmented AI: Web learning to rank, online learning, and counterfactual learning for ranking
• User Modeling, Personalization and Recommendation: Practical large-scale studies of user experience
• Systems and Infrastructure for Web, Mobile and WoT: Virtualization and resource management in Web systems and infrastructures

Abstract

Background: Spatial reasoning has been identified as a critical skill for success in STEM. Unfortunately, under-represented groups often have lower incoming spatial ability. Courses that improve spatial skills exist but are not widely used. Virtual reality (VR) has been suggested as a possible tool for teaching spatial reasoning since students are more accurate and complete spatial tasks more quickly in three dimensions. However, no prior work has developed or evaluated a fully-structured VR spatial skills course. Objectives: We seek to assess the effectiveness of teaching spatial reasoning in VR, both in isolation as a structured training curriculum and also in comparison to traditional methods. Methods: We adapted three modules of an existing pencil-and-paper course to VR, leveraging educational scaffolding and real-time feedback in the design. We evaluated our three-week course in a study with $n=24$ undergraduate introductory STEM students, capturing both quantitative spatial ability gains (using pre- and post test scores on validated assessments) and qualitative insights (from a post-study questionnaire). We also compared our VR course to an offering of a baseline non-VR course (using data collected in a previous study). Results and Conclusions: Students who took our VR course had significant spatial ability gains. Critically, we find no significant difference in outcomes between our VR course (3 meetings of 120 minutes each) and a baseline pencil and paper course (10 meetings of 90 minutes each), suggesting that spatial reasoning can be very efficiently taught in VR. We observed cybersickness at lower rates than are generally reported and most students reported enjoying learning in VR.

Problem

• Assessing VR effectiveness for teaching spatial reasoning
• Comparing VR spatial training to traditional pencil-and-paper methods
• Developing structured VR curriculum for spatial ability improvement

Innovation

• Adapted pencil-and-paper course to VR
• Leveraged educational scaffolding and feedback
• Compared VR efficiency to traditional methods