Aug 2026· E-Structural· Vol 9, pp. 66-83· 0 citations· 57 references
TL;DR
It is suggested that while AI tools offer significant educational benefits, pedagogical interventions should be personalized to address gender-specific usage patterns and concerns, ensuring equitable access and fostering critical thinking to avoid over-reliance.
Abstract
The rapid development of Artificial Intelligence (AI) has significantly reshaped English as a Foreign Language (EFL) education. This study investigates Indonesian EFL students' perceptions of artificial intelligence (AI) use in their language learning, focusing on a gender-based perspective to identify local patterns in gender dynamics in AI-enabled language learning. Using a mixed-methods design, quantitative and qualitative data were collected from 40 undergraduate EFL students (24 females, 16 males) via a structured questionnaire comprising scaled and open-ended items. Quantitative findings revealed a moderate level of self-reported AI dependency, with females showing a slightly higher dependency score (M = 5.50/10, SD = 1.77) than male students (M = 5.13/10, SD = 1.86), though the difference was not statistically significant (p = 0.652). Qualitative thematic analysis revealed more noticeable gender differences in concerns and usage habits: female students expressed greater concerns regarding AI inaccuracies (+27% compared to male students) and greater awareness of access limitations (+25%), while also reporting higher engagement in proofreading and independent verification practices (+25%) to lessen AI errors. Conversely, convenience and speed were primary motivations for both genders. This study suggests that while AI tools offer significant educational benefits, pedagogical interventions should be personalized to address gender-specific usage patterns and concerns, ensuring equitable access and fostering critical thinking to avoid over-reliance.
The present study investigates the relationship between English as a Foreign Language (EFL) undergraduates' use of AI-generated self-assessment (AIGSA) and their reported metacognitive skill development. A survey was administered to examine the perceptions of 242 EFL students in Saudi Arabia and Yemen regarding AIGSA a...
W. Bin-Hady, Hajar Khalifa Al Sultan· Australian Journal of Applie...· 0 citations
Artificial Intelligence (AI) is reshaping educational practices and redefining how academic writing is taught, learned, and assessed. This study explores the role of a structured AI-supported writing intervention on English as a Foreign Language (EFL) students’ academic writing performance and examines lecturers’ aware...
Joaquim Vicente Vinte, Mustafa Kurt· Discover Computing· 0 citations
Purpose This study describes senior high school students’ responses to the integration of audiovisual media in English as a Foreign Language (EFL) learning using four Technology Acceptance Model (TAM) constructs: perceived usefulness (PU), perceived ease of use (PEOU), attitude toward using (ATT), and behavioral intent...
Ria Asti Nugroho, Venny Karolina, Dedi Triyanto et al.· Jurnal Pendidikan Terapan· 0 citations
This study investigated students' perceptions of using an AI-based chatbot featuring Marie Curie in Chemistry education. This study involved two 9th-grade classes in Lisbon (N = 37) and followed a concurrent mixed methods design.A questionnaire with seven closed-ended questions and one open-ended question was used. The...
A. Fernandes, Cristina Raposo, Sandra Soares· International Journal of Ins...· 0 citations
Qualitative results reflected a paradox in students' perceptions of AI; despite appreciating how AI facilitated skills through the generation of ideas and opportunities for safe practice, students simultaneously expressed concern about cognitive offloading and skill atrophy.
Ibtihal Murad Zangana· مجلة الفتح للبحوث التربوية و...· 0 citations
Artificial intelligence (AI) is considered a valuable tool for enhancing postgraduate students' English Language Learning (ELL) skills. Grounded in cognitive learning theory, this research highlights the role of AI in supporting student language learning experiences. Specifically, the small-scale exploratory study exam...
Nurul Izzah Che Zaidi, Faizah Mohamad, Siti Alyana Amirah Ahmad Sheffri et al.· International journal of res...· 0 citations
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