HCCLMar 16

Customizing ChatGPT for Second Language Speaking Practice: Genuine Support or Just a Marketing Gimmick?

arXiv:2603.148846.1h-index: 4
Predicted impact top 92% in HC · last 90 daysOriginality Synthesis-oriented
AI Analysis

It addresses the potential for AI to enhance personalized language learning, but the findings are incremental, showing limited gains over standard models.

This study examined the efficacy of customized ChatGPT Voice Mode for ESL speaking practice, finding that customized versions generally provided more balanced feedback and emotional support, though cultural responsiveness did not improve significantly.

ChatGPT, with its customization features and Voice Mode, has the potential for more engaging and peresonalized ESL (English as a Second Language) education. This study examines the efficacy of customized ChatGPT conversational features in facilitating ESL speaking practices, comparing the performance of four versions of ChatGPT Voice Mode: uncustomized Standard mode, uncustomized Advanced mode, customized Standard mode, and customized Advanced mode. Customization was guided by prompt engineering principles and grounded in relevant theories, including Motivation Theory, Culturally Responsive Teaching (CRT), Communicative Language Teaching (CLT), and the Affective Filter Hypothesis. Content analysis found that customized versions generally provided more balanced feedback and emotional support, contributing to a positive and motivating learning environment. However, cultural responsiveness did not show significant improvement despite targeted customization efforts. These initial findings suggest that customization could enhance ChatGPT's capacity as a more effective language tutor, with the standard model already capable of meeting the learning needs. The study underscores the importance of prompt engineering and AI literacy in maximizaing AI's potential in language learning.

Foundations

The foundational work for this paper's niche, ranked by how specifically the neighbourhood builds on it — not by global fame.

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