GPS sensor-based mobile learning for English: an exploratory study on self-efficacy, self-regulation and student...

Area of Science:

• Educational Technology
• Mobile Learning
• Psychology of Learning

Background:

• Self-efficacy and self-regulation are crucial for academic success.
• Context-aware learning environments offer personalized educational experiences.
• Mobile learning leverages ubiquitous technology for flexible education.

Purpose of the Study:

• To investigate the impact of self-efficacy and self-regulation on student achievement in a GPS-based mobile context-aware learning environment.
• To assess the effectiveness of a GPS-enabled mobile learning system for plant identification in English.
• To explore the relationship between self-regulation, self-efficacy, and learning outcomes in a mobile learning context.

Main Methods:

• Utilized a GPS sensor-based mobile learning system for English plant learning.
• Recruited 41 university students, categorized into high and low self-efficacy/self-regulation groups.
• Administered pre- and post-activity assessments to measure learning achievement and self-perceptions.

Main Results:

• Both self-regulation and self-efficacy were significant predictors of learning achievement in the mobile context-aware learning (MCL) setting.
• The GPS-based MCL intervention positively impacted learning achievement.
• No significant changes in self-regulation or self-efficacy were observed, potentially due to the activity's short duration.

Conclusions:

• Self-efficacy and self-regulation are key factors for success in mobile context-aware learning.
• GPS-based MCL systems show promise for enhancing learning outcomes.
• Future research should focus on longer-term interventions and system improvements for fostering ubiquitous, self-regulated learning.