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An Investigation into High-Feedback Engagement Factors in Technology-Enhanced-Learning Materials that tap into the OCEAN Personality Traits of ESL Learners

Research Project

Project/Area Number 16K02896
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Foreign language education
Research InstitutionTokai University

Principal Investigator

Cvitkovic Robert  東海大学, 国際教育センター, 講師 (00412627)

Co-Investigator(Kenkyū-buntansha) ボビー ヒロユキ  九州産業大学, 語学教育研究センター, 准教授 (20536247)
Praver Max  名城大学, 外国語学部, 准教授 (60598712)
Project Period (FY) 2016-04-01 – 2020-03-31
Project Status Completed (Fiscal Year 2019)
Budget Amount *help
¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000)
Fiscal Year 2018: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2017: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2016: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
KeywordsPersonality traits / MALL / elearning / feedback / personality traits / Feedback / Engagement / mall / engagement / second language learning / mobile learning / Instructional efficiency / Second language learning / ESL
Outline of Final Research Achievements

The aim was to determine the degree of correlation between perceived app value and 1) OCEAN five dimensions of personality, 2) six facets of conscientiousness, 3) five English proficiency levels, 4) educational app usage patterns, and 5) regulation autonomy index (RAI). Multiple linear regression results showed significant positive correlations between app value and English proficiency, RAI, and app usage patterns. Furthermore, significant positive correlations also were found when personality traits were grouped using cluster analysis. A 3-way independent ANCOVA revealed significant interactions between educational app usage patterns, five clusters of the facets of conscientiousness and English ability. Two points stand out, 1) there are facet clusters that rate app value significantly higher than other clusters across all English proficiency levels, and 2) subjects with high usage patterns rate app value statistically higher irrespective of English proficiency level.

Academic Significance and Societal Importance of the Research Achievements

There are significant interactions between educational app usage patterns, five clusters of the facets of conscientiousness and English ability. There are facet clusters that rate app value significantly higher than other clusters across all English proficiency levels.

Report

(5 results)
  • 2019 Annual Research Report   Final Research Report ( PDF )
  • 2018 Research-status Report
  • 2017 Research-status Report
  • 2016 Research-status Report
  • Research Products

    (15 results)

All 2018 2017 2016

All Journal Article (3 results) (of which Peer Reviewed: 2 results) Presentation (12 results) (of which Int'l Joint Research: 7 results)

  • [Journal Article] The Impact of High-Density Automated Feedback and Multimedia Features on Vocabulary Recall.2017

    • Author(s)
      Max Praver, Robert Cvitkovic
    • Journal Title

      城大学人文紀要

      Volume: 53(1) Pages: 17-33

    • NAID

      40021327375

    • Related Report
      2017 Research-status Report
    • Peer Reviewed
  • [Journal Article] Student Perspectives on ESL Digital Learning Environments.2017

    • Author(s)
      Cvitkovic, Robert
    • Journal Title

      東海大学国際教育センター所報

      Volume: 37 Pages: 33-41

    • Related Report
      2017 Research-status Report
  • [Journal Article] Measuring the Instructional Efficiency of Three English Language App Tasks: A Comparison of their Effectiveness.2017

    • Author(s)
      Cvitkovic, R., Praver, M.
    • Journal Title

      Bulletin of the International Education Center, Tokai University

      Volume: 37 Pages: 1-16

    • NAID

      120006247524

    • Related Report
      2016 Research-status Report
    • Peer Reviewed
  • [Presentation] Language App Metrics: Patterns & Implications.2018

    • Author(s)
      Robert Cvitkovic, Max Praver
    • Organizer
      44rd Annual International Conference on Language Teaching and Learning
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] App Architecture for Research and Data Collection.2018

    • Author(s)
      Robert Cvitkovic
    • Organizer
      Technology in Teaching Workshops
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Study of English Educational App Usage Patterns and Personality Traits2018

    • Author(s)
      Robert Cvitkovic
    • Organizer
      2018 Korea TESOL International Conference: Focus on Fluency
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Usage patterns of an English language learning app2018

    • Author(s)
      Cvitkovic, R., Praver, M.
    • Organizer
      JALTCALL 2018
    • Related Report
      2017 Research-status Report
  • [Presentation] The structure and design of a research app2018

    • Author(s)
      Cvitkovic, R.
    • Organizer
      JALTCALL 2018
    • Related Report
      2017 Research-status Report
  • [Presentation] LiveCode: Software for research and education2017

    • Author(s)
      Cvitkovic, R.
    • Organizer
      JALT Technology in Teaching Workshops
    • Place of Presentation
      Tsukuba, Ibaraki, Japan
    • Year and Date
      2017-11-17
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Measuring the Instructional Efficiency of Three English Language App Tasks: A Comparison of their Effectiveness2017

    • Author(s)
      Praver, M., Cvitkovic, R.
    • Organizer
      Association for Teacher Education in Europe
    • Place of Presentation
      Dubrovnik, Croatia
    • Year and Date
      2017-10-23
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] English App Value: A Validation Study2017

    • Author(s)
      Cvitkovic, R., Praver, M.
    • Organizer
      43rd Annual International Conference on Language Teaching and Learning & Educational Materials Exhibition
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] Software for research and education2017

    • Author(s)
      Cvitkovic, R.
    • Organizer
      Technology in Teaching: International Conference on Language Teaching and Learning
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] Measuring the Instructional Efficiency of Three English Language App Tasks2017

    • Author(s)
      Cvitkovic, R., Praver, M.
    • Organizer
      The 19th Temple University of Applied Linguistics Colloquium
    • Place of Presentation
      Tokyo, Japan
    • Related Report
      2016 Research-status Report
  • [Presentation] A Correlation Study of Perceived Value and Personality Traits2017

    • Author(s)
      Cvitkovic, R., Praver, M.
    • Organizer
      The 19th Temple University of Applied Linguistics Colloquium
    • Place of Presentation
      Tokyo, Japan
    • Related Report
      2016 Research-status Report
  • [Presentation] Designing a Custom UI2016

    • Author(s)
      Cvitkovic, R.
    • Organizer
      LiveCode Developers Conference
    • Place of Presentation
      Edinburgh, Scotland
    • Year and Date
      2016-08-02
    • Related Report
      2016 Research-status Report

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Published: 2016-04-21   Modified: 2021-02-19  

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