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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Siti Nurhalizah

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Open access Oct 2026

The Effect of ChatGPT Integrated with Role-play on Students’ Speaking Fluency and Confidence

This study examined the effect of integrating ChatGPT with the Role-Play Technique on students’ speaking fluency and speaking confidence. The study was motivated by students’ difficulties in speaking English, particularly their limited fluency and low confidence during classroom speaking activities. A mixed-method rese...

Siti Nurhalizah, Wiki Tedi Rahmawati, Widia Fransiska · 0 citations

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