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Influencing factors of industry commoditization: A text mining approach

Research Project

Project/Area Number 16K17171
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Management
Research InstitutionAichi Gakuin University (2017-2018)
Nagasaki University (2016)

Principal Investigator

Tsuchihashi Rikiya  愛知学院大学, 経営学部, 准教授 (00588923)

Project Period (FY) 2016-04-01 – 2019-03-31
Project Status Completed (Fiscal Year 2018)
Budget Amount *help
¥3,900,000 (Direct Cost: ¥3,000,000、Indirect Cost: ¥900,000)
Fiscal Year 2018: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2017: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2016: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Keywords競争戦略 / コモディティ化 / 規格化 / 自転車産業 / テキストマイニング / 競争優位 / 自転車 / プラットフォーム / 動態的分析
Outline of Final Research Achievements

The results are follows. First, I analyzed factors of commoditization in Japanese bicycle industry using text mining approach. I showed how the three factors (product architecture, industry structure, and perceived quality) affects commoditization through the industry life cycle. Second, to compliment the results of text mining, I conducted case study of bicycle industry in Europe (the Netherlands). In the Netherlands, bicycle established its status as a "culture", and I found that this culture prevented bicycle industry from commoditization. Third, I extended the concept of commoditization. I analyzed commoditization in not only the manufacturing but platform business, and I showed the relationship between commoditization of service in platforms with competitive advantage of a firm.

Academic Significance and Societal Importance of the Research Achievements

コモディティ化に関する既存研究では、コモディティ化をもたらす要因を列挙するだけの静態的な分析にとどまっており、どの要因が最も強く影響しているかについてはほとんど分析されていなかった。しかし、本研究ではテキストマイニングを活用して動態的に分析にしたことが学術的意義である。また、コモディティ化の進展を遅らせるためには、社会的な文化を醸成することが重要であると指摘した点も重要な貢献であると考えられる。さらに、プラットフォームビジネスにおいては、サービスのコモディティ化の程度とプラットフォームのデザインのフィットが競争優位に影響することを明らかにしたことは実務的インプリケーションを持つと思われる。

Report

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

    (7 results)

All 2019 2018 2017

All Journal Article (3 results) (of which Peer Reviewed: 1 results) Presentation (4 results) (of which Int'l Joint Research: 3 results)

  • [Journal Article] オンラインC2Cプラットフォームにおけるユーザーの質の管理の検討2019

    • Author(s)
      土橋力也
    • Journal Title

      日本経営学会誌

      Volume: 印刷中

    • NAID

      130007934439

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] トランコム株式会社における物流情報サービス事業の成長の軌跡2018

    • Author(s)
      古澤和行・土橋力也
    • Journal Title

      経営学研究

      Volume: 27 Pages: 33-46

    • NAID

      40021698683

    • Related Report
      2018 Annual Research Report
  • [Journal Article] Emergent Process of a Dominant Design: A Revisit of the Bicycle Industry2017

    • Author(s)
      土橋力也
    • Journal Title

      経営学研究

      Volume: 27

    • NAID

      40020167966

    • Related Report
      2017 Research-status Report
  • [Presentation] Transaction characteristics and competitive advantage in matching platforms2019

    • Author(s)
      Rikiya Tsuchihashi and Kazuyuki Kozawa
    • Organizer
      The International Conference on Education, Business and Social Science
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] The “Human” Role in Matching Platforms2019

    • Author(s)
      Rikiya Tsuchihashi and Kazuyuki Kozawa
    • Organizer
      Nineteenth International Conference on Knowledge, Culture & Change in Organizations
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Will bad money drive out good money? User quality control in two-sided markets2018

    • Author(s)
      Rikiya Tsuchihashi
    • Organizer
      Strategic Management Society Special Conference
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 悪貨は良貨を駆逐するか:ツーサイド市場におけるユーザーの質の管理2017

    • Author(s)
      土橋力也
    • Organizer
      日本情報経営学会第75回全国大会
    • Related Report
      2017 Research-status Report

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Published: 2016-04-21   Modified: 2020-03-30  

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