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Developing an adaptive learning mindset is crucial for students navigating modern digital classrooms. Recently, researchers developed and validated the Technology-Enhanced Adaptive Learning Mindset Scale (TEALMS). This tool helps educators and clinicians understand how secondary school students reflect on and adjust their learning strategies. Consequently, it provides a measurable way to assess growth-oriented beliefs when students face digital challenges.
The study involved 752 secondary school students in Jordan. Researchers used a cross-sectional psychometric design to evaluate the scale. Specifically, they performed exploratory and confirmatory factor analyses. These analyses confirmed a robust five-factor structure for the scale. The model accounted for over 65% of the total variance in student responses.
The TEALMS identifies five core dimensions of a student's adaptive learning mindset. These include innovative integrative thinking with learning technologies and dynamic growth orientation. Furthermore, the scale measures cognitive flexibility and metacognitive self-regulation. Finally, it assesses resilient adaptation to feedback. Together, these factors explain how students handle the complexities of technology-enhanced education.
Psychometric results showed strong internal consistency and validity. For instance, Cronbach’s alpha values ranged from 0.925 to 0.943. This reliability makes TEALMS a useful instrument for pediatricians and mental health professionals. Practitioners can use these insights to support adolescents struggling with digital learning fatigue. Similarly, it helps in identifying students who lack the self-regulatory skills needed for academic success.
TEALMS stands for the Technology-Enhanced Adaptive Learning Mindset Scale. It is a validated tool designed to measure how students adapt to and grow within digital learning environments.
The scale measures five distinct factors: Innovative Integrative Thinking, Dynamic Growth Orientation, Cognitive Flexibility, Metacognitive Self-Regulation, and Resilient Adaptation.
Yes, this specific study validated the scale among secondary school students in Jordan, providing a context-sensitive measure for diverse educational settings.
Disclaimer: This content is for informational and educational purposes only. It is not a substitute for professional medical advice, diagnosis, or treatment. Refer to the latest local and national guidelines for clinical practice.
References
Jadallah Abed Khasawneh Y et al. Adaptive learning mindset in digital learning environments: development and psychometric validation of the TEALMS among secondary school students. BMC Psychol. 2026 May 04. doi: 10.1186/s40359-026-04663-7. PMID: 42071262.
Al-Mutairy A et al. The Impact of Adaptive Learning Technologies, Personalized Feedback, and Interactive AI Tools on Student Engagement: The Moderating Role of Digital Literacy. MDPI. 2025 Jan 30.
Jadallah Y, Khasawneh A et al. Implementing adaptive learning technologies: Practical strategies for enhancing cognition in mathematics education. ResearchGate. 2026 Feb 28.
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Researchers validated TEALMS, a five-factor scale measuring growth-oriented beliefs and self-regulation in students using digital learning tools....
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