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Research Summary: Impacts of artificial intelligence on willingness to communicate and its key antecedents in EFL contexts: a systematic review (2015–2026)

Original authors
Attribution requires verification
Original source
Frontiers in Education
Summary & Analysis prepared by
Aziz Shuaib Ausi
Resource type
Research Summary / Knowledge Resource
Resource published on AZIZ OS
15 September 2026
Reading time
1 min
Publication type
Knowledge Resource
Availability
Open access
About this Summary & Analysis

AZIZ OS provides independently prepared summaries and analytical interpretations of externally published research and knowledge sources. The underlying works remain attributable to their original authors and rights holders. This resource is intended to improve accessibility and understanding and does not replace the original publication.

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A systematic review of 73 empirical studies published between 2015 and February 2026 examines the impacts of Artificial Intelligence (AI) on Willingness to Communicate (WTC) and its antecedents within English as a Foreign Language (EFL) contexts. The review aims to synthesize existing research, assess AI's influence, and identify gaps for future study, highlighting AI's potential to enhance WTC in language learning.

Why it matters

This analysis is strategically important as it highlights the growing intersection of artificial intelligence with psychological and educational constructs, specifically in language acquisition. Understanding how AI influences communication willingness can inform the development of more effective pedagogical tools and learning environments globally, fostering improved communication skills across diverse populations.

Key insights

  • Willingness to Communicate (WTC) is a critical psychological construct in English as a Foreign Language (EFL) acquisition.
  • Artificial Intelligence (AI) demonstrates significant potential to improve both learners' WTC and its key antecedents.
  • Prior systematic reviews have not specifically focused on the synthesis of AI-WTC research within EFL contexts.
  • The systematic review analyzed 73 empirical studies to understand research characteristics and AI's impacts on WTC.
  • The review identified actionable gaps in current research, providing directions for future study on AI's role in EFL WTC.

Source

Frontiers in Education — https://www.frontiersin.org/articles/10.3389/feduc.2026.1927432

Citation

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Verification ID
ASA-EXE-2026-00533
Version
v1.0 · r0
Issued
15 September 2026
Resource prepared by
Aziz Shuaib Ausi
Resource status
Research Summary / Knowledge Resource
Underlying work
Impacts of artificial intelligence on willingness to communicate and its key antecedents in EFL contexts: a systematic review (2015–2026)
Original authors
Attribution requires verification
Original source
Frontiers in Education
Provenance status
Attribution requires verification
Rights
Underlying publication rights remain with the respective copyright holder(s). Refer to the original source for authoritative publication and licensing information.

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