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Prevent or Integrate: Machine Translation Usage in the Language Classroom

Research Project

Project/Area Number 23K12258
Research Category

Grant-in-Aid for Early-Career Scientists

Allocation TypeMulti-year Fund
Review Section Basic Section 02100:Foreign language education-related
Research InstitutionRitsumeikan Asia Pacific University

Principal Investigator

MACK Lindsay  立命館アジア太平洋大学, 言語教育センター, 准教授 (70751519)

Project Period (FY) 2023-04-01 – 2025-03-31
Project Status Granted (Fiscal Year 2023)
Budget Amount *help
¥4,030,000 (Direct Cost: ¥3,100,000、Indirect Cost: ¥930,000)
Fiscal Year 2024: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Fiscal Year 2023: ¥2,080,000 (Direct Cost: ¥1,600,000、Indirect Cost: ¥480,000)
KeywordsMachine Translation / L2 Writing / Writing Strategies / CALL / AI in higher education / AI in Higher Education
Outline of Research at the Start

This research tackles a significant pedagogical challenge for higher education, the pervasive use of machine translation (MT) in university language classrooms. Policies concerning MT usage in the English as a foreign language classroom in terms of academic integrity will be investigated.

Outline of Annual Research Achievements

In Spring 2023 I conducted a thorough literature review of machine translation. Pilot surveys were given to teachers and students on machine translation and generative AI use in the classroom and their opinions of AI. I also traveled to Washington, D.C., to interview six Writing Center Directors and two Language teachers about their opinions of AI and how they adapt to its prevalent use in writing.
In Fall 2023 I interviewed 12 teachers using AI and MT in the classroom and how they integrate it and began longitudinal study interviews (2-3 years) with 6 students. I started in-depth literature view about how universities are adapting to AI and how it affects academic integrity. Finally, I traveled to Washington DC again for another conference connected to AI.

Current Status of Research Progress
Current Status of Research Progress

2: Research has progressed on the whole more than it was originally planned.

Reason

It is proceeding as planned, but as I have conducted more research, I started to change some of my methods and research questions. For example, it was very hard to find university teachers who used the “integrate and educate” approach towards machine translation. I wanted to observe their classes in Spring 2023, but I have only just found two teachers willing to be observed, and I will observe classes starting in June 2024. Also, I expanded my research to include AI and writing centers. I was able to interview many writing center directors about how they are responding to AI. I also added the research question: how are universities adapting to AI via academic codes of conduct? This is a new question that I started an analysis of, and I hope to submit it for publication soon.

Strategy for Future Research Activity

For Spring 2024, I plan to visit Ritsumeikan University to observe classes using Machine Translation, interview students and teachers about machine translation usage, and continue longitudinal interviews. I plan to begin a Machine Translation pilot study/action research in my Advanced English class. I will also continue interviews with teachers who integrate machine translation. Finally, I plan to submit a paper on how schools adapt to generative AI and what policies they are implementing.
For Fall 2024 I will continue longitudinal interviews, conduct Machine Translation study/action research in my Advanced English class and observe teachers using Machine Translation at APU. In March, I plan to travel to TESOL Conference in Long Beach California.

Report

(1 results)
  • 2023 Research-status Report
  • Research Products

    (1 results)

All 2023

All Presentation (1 results) (of which Int'l Joint Research: 1 results)

  • [Presentation] Prevent or Integrate: Machine Translation Usage in the EFL Classroom2023

    • Author(s)
      Lindsay Mack
    • Organizer
      The 16th Asian Conference on Education
    • Related Report
      2023 Research-status Report
    • Int'l Joint Research

URL: 

Published: 2023-04-13   Modified: 2024-12-25  

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