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Artificial Intelligence, Price Setting Strategies and Antitrust Law: Towards a Regulatory Framework

Research Project

Project/Area Number 18K01300
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Review Section Basic Section 05040:Social law-related
Research InstitutionKyushu University

Principal Investigator

Van Uytsel Steven  九州大学, 法学研究院, 教授 (30432842)

Project Period (FY) 2018-04-01 – 2023-03-31
Project Status Completed (Fiscal Year 2022)
Budget Amount *help
¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000)
Fiscal Year 2020: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2019: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Fiscal Year 2018: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Keywordsalgorithmic collusion / cartel / Uber / algorithmic auditing / concerted practice / online retail / digital economy / price setting / hub-and-spoke conspiracy / Amazon / online grocery markets / resale price maintenance / hub-and-spoke collusion / opaqueness / tranparency / Japan / Antimonopoly Law / JFTC / hub-and-spoke cartel / cartel facilitator / horizontal shareholding / common shareholding / kansei dango / vertical cartel / Asian competition / compliance / type I and II errors / messenger model / hub and spoke model / signaling model / digital eye model / black box testing / price fixing / tacit collusion / alternative regulation
Outline of Final Research Achievements

The research has responded to the question of whether competition law can respond to algorithmic collusion. The answer to this question depends on 1) the conceptualization of the competition law and 2) the correct understanding of the operation of an algorithm. Competition laws, that recognize concerted practices without adding any other requirement and impose a responsibility to comply with the law, can be applied to any kind of algorithmic collusion. If a competition law is not applicable to cartel facilitators, many types of algorithmic collusion can escape the law. Auditing algorithms is an alternative enforcement tool, but too complex and time consuming. The research therefore suggests to regulate the risk of algorithms operating with transparent information, which is information readily available to everyone. Algorithms operating on opaque information pose less risk for algorithmic collusion, unless information is explicitly shared or stolen.

Academic Significance and Societal Importance of the Research Achievements

Competition laws with broad and flexible prohibitions are more likely to appropriately deal with algorithmic collusion. The Japanese competition law does not fit this finding. Furthermore, collusion by algorithms is likely on online retail platforms. Regulating this risk is better than punishing.

Report

(6 results)
  • 2022 Annual Research Report   Final Research Report ( PDF )
  • 2021 Research-status Report
  • 2020 Research-status Report
  • 2019 Research-status Report
  • 2018 Research-status Report
  • Research Products

    (43 results)

All 2023 2022 2021 2020 2019 2018 Other

All Int'l Joint Research (6 results) Journal Article (9 results) (of which Int'l Joint Research: 5 results,  Open Access: 1 results) Presentation (20 results) (of which Int'l Joint Research: 8 results,  Invited: 8 results) Book (3 results) Remarks (3 results) Funded Workshop (2 results)

  • [Int'l Joint Research] Utrecht University(オランダ)

    • Related Report
      2022 Annual Research Report
  • [Int'l Joint Research] James E. Beasley School of Law/John Hopkins University(米国)

    • Related Report
      2022 Annual Research Report
  • [Int'l Joint Research] Frankf. School of Finance and Management(ドイツ)

    • Related Report
      2022 Annual Research Report
  • [Int'l Joint Research] Institute of Law of Nirma University(インド)

    • Related Report
      2022 Annual Research Report
  • [Int'l Joint Research] Chinese Academy of Soc. Sciences(中国)

    • Related Report
      2022 Annual Research Report
  • [Int'l Joint Research]

    • Related Report
      2022 Annual Research Report
  • [Journal Article] The Algorithmic Collusion Debate: A Focus on (Autonomous) Tacit Collusion2023

    • Author(s)
      Steven Van Uytsel
    • Journal Title

      Algorithms, Collusion and Competition Law

      Volume: 1 Pages: 1-38

    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Journal Article] Algorithmic Collusion and the Japanese Antimonopoly Law2023

    • Author(s)
      Steven Van Uytsel and Yoshiteru Uemura
    • Journal Title

      Algorithms, Collusion and Competition Law

      Volume: 1 Pages: 165-188

    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Journal Article] Algorithms Unravelled: Observations on the Audit of Uber and Amazon Marketplace Algorithms2023

    • Author(s)
      Steven Van Uytsel
    • Journal Title

      Algorithms, Collusion and Competition Law

      Volume: 1 Pages: 237-259

    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Journal Article] UBER-like Algorithms and the Japanese Antimonopoly Law: Regulating through Unfair Trade Practices2021

    • Author(s)
      Steven Van Uytsel
    • Journal Title

      The Court of Appeal for Specialized Cases Law Journal

      Volume: Special Edition Pages: 141-164

    • Related Report
      2021 Research-status Report
    • Open Access / Int'l Joint Research
  • [Journal Article] The Digital Economy and Asian Competition Law2021

    • Author(s)
      Steven Van Uytsel
    • Journal Title

      The Digital Economy and Competition Law in Asia

      Volume: - Pages: 1-23

    • DOI

      10.1007/978-981-16-0324-2_1

    • ISBN
      9789811603235, 9789811603242
    • Related Report
      2020 Research-status Report
  • [Journal Article] Regulating Competition Between Platforms: The JFTC's Preference for Unfair Trade Practices2021

    • Author(s)
      Steven Van Uytsel and Yoshiteru Uemura
    • Journal Title

      The Digital Economy and Competition Law in Asia

      Volume: - Pages: 45-72

    • DOI

      10.1007/978-981-16-0324-2_3

    • ISBN
      9789811603235, 9789811603242
    • Related Report
      2020 Research-status Report
  • [Journal Article] Algorithmic Hub-and-Spoke Cartels: A Japanese Perspective2021

    • Author(s)
      Steven Van Uytsel
    • Journal Title

      The Digital Economy and Competition Law in Asia

      Volume: - Pages: 193-219

    • DOI

      10.1007/978-981-16-0324-2_7

    • ISBN
      9789811603235, 9789811603242
    • Related Report
      2020 Research-status Report
  • [Journal Article] Horizontal Shareholding Among Fintech Firms in Asia: A Preliminary Competition Law Assessment2020

    • Author(s)
      Steven Van Uytsel
    • Journal Title

      Regulating FinTech in Asia Global Context, Local Perspectives

      Volume: - Pages: 177-203

    • DOI

      10.1007/978-981-15-5819-1_10

    • ISBN
      9789811558184, 9789811558191
    • Related Report
      2020 Research-status Report
  • [Journal Article] Regularing Fintech in Asia2020

    • Author(s)
      Mark fenwick, Steven Van Uytsel, Bi Ying
    • Journal Title

      Regulating FinTech in Asia Global Context, Local Perspectives

      Volume: - Pages: 1-10

    • DOI

      10.1007/978-981-15-5819-1_1

    • ISBN
      9789811558184, 9789811558191
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research
  • [Presentation] Algorithms Unraveled: Observations on the Audit of Uber and Amazon Marketplace2022

    • Author(s)
      Steven Van Uytsel
    • Organizer
      Invited Presentations at Zhejiang University
    • Related Report
      2022 Annual Research Report
    • Invited
  • [Presentation] Opportunities and Challenges for E-Commerce Sellers in Japan2022

    • Author(s)
      Steven Van Uytsel
    • Organizer
      Webinar at the University of Sumatera Utara
    • Related Report
      2022 Annual Research Report
    • Invited
  • [Presentation] Big Tech Ecosystems and Their Regulation: A Japanese Perspective2022

    • Author(s)
      Steven Van Uytsel
    • Organizer
      Korean Competition Law Association
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Algorithmic Collusion: The Limits of the Japanese Antimonopoly Law2022

    • Author(s)
      Steven Van Uytsel
    • Organizer
      Virtual Research Workshop on AI, Algorithmic Pricing and Competition (ISEAS - Yusof Ishak Institute)
    • Related Report
      2021 Research-status Report
    • Invited
  • [Presentation] Hub-and-Spoke Cartels Scenarios Involving Algorithms: An Inconvenient Technological Development for Several Asian Countries2021

    • Author(s)
      Steven Van Uytsel
    • Organizer
      13th East Asia Conference on Competition Law and Policy (Singapore)
    • Related Report
      2021 Research-status Report
    • Int'l Joint Research
  • [Presentation] Hub-and-Spoke Cartels, Algorithms and the Japanese Antimonopoly Law2021

    • Author(s)
      Steven Van Uytsel
    • Organizer
      Zhejiang University Summer Lectures
    • Related Report
      2021 Research-status Report
    • Invited
  • [Presentation] Competition Law in a Digital Environment2021

    • Author(s)
      Steven Van Uytsel
    • Organizer
      Zhejiang University Summer Lectures
    • Related Report
      2021 Research-status Report
    • Invited
  • [Presentation] Algorithmic Hub-and-Spoke Cartels: A Japanese Perspective2021

    • Author(s)
      Steven Van Uytsel
    • Organizer
      16th Annual ASCOLA conference
    • Related Report
      2021 Research-status Report
    • Int'l Joint Research
  • [Presentation] The Digital Economy and Competition Law in Asia2021

    • Author(s)
      Steven Van Uytsel
    • Organizer
      16th Annual ASCOLA conference
    • Related Report
      2021 Research-status Report
    • Int'l Joint Research
  • [Presentation] Regulating Digital Markets as a Sector, or Focus on Big Tech Companies: What is the Right Answer for ASEAN?2021

    • Author(s)
      Steven Van Uytsel
    • Organizer
      CLIP Panel Discussion on Regulating Competition in Digital Markets
    • Related Report
      2021 Research-status Report
    • Invited
  • [Presentation] Algorithmic Hub-and-Spoke Cartels and the Application of the Japanese Anti-monopoly Law2021

    • Author(s)
      Steven Van Uytsel
    • Organizer
      7th Asian Business Lawyer's Symposium
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research
  • [Presentation] Algorithms/ AI and Competition Law2020

    • Author(s)
      Steven Van Uytsel
    • Organizer
      Hearing by the Japan Fair Trade Commission
    • Related Report
      2020 Research-status Report
  • [Presentation] Algorithmic Resale Price Maintenance: The Application of EU Competition Law against Asian and European Consumer Electronics Manufacturer2020

    • Author(s)
      Steven Van Uytsel and Yoshiteru Uemura
    • Organizer
      Asian Competition Forum - Annual Conference
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Algorithmic Collusion: The Debate2019

    • Author(s)
      Steven Van Uytsel
    • Organizer
      Collusion, Algorithms and Competition Law
    • Related Report
      2019 Research-status Report
  • [Presentation] Algorithmic Collusion: The Way Forward for Competition Law2019

    • Author(s)
      Steven Van Uytsel
    • Organizer
      Collusion, Algorithms and Competition Law
    • Related Report
      2019 Research-status Report
  • [Presentation] Algorithmic Collusion: A New Challenge for Competition Law Enforcement?2019

    • Author(s)
      Steven Van Uytsel
    • Organizer
      Thai Office of the Judiciary
    • Related Report
      2018 Research-status Report
  • [Presentation] Leniency Policies, their Evaluation and International Best Practices and Guidelines2018

    • Author(s)
      Steven Van Uytsel
    • Organizer
      Leniency Policies in Asian Competition Law
    • Related Report
      2018 Research-status Report
  • [Presentation] Leniency in a Changed Competition Environment2018

    • Author(s)
      Steven Van Uytsel and Yoshiteru Uemura
    • Organizer
      Leniency Policies in Asian Competition Law
    • Related Report
      2018 Research-status Report
  • [Presentation] Algorithmic Collusion and Antitrust Law A Discourse Talking in Circles2018

    • Author(s)
      Steven Van Uytsel and Yoshiteru Uemura
    • Organizer
      Asian Competition Forum
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Algorithmic Collusion: Is the Japanese Anti-Monopoly Act Up to Its Task?2018

    • Author(s)
      Yoshiteru Uemura and Steven Van Uytsel
    • Organizer
      Asian Competition Forum
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research / Invited
  • [Book] Algorithms, Collusion and Competition Law A Comparative Approach2023

    • Author(s)
      Steven Van Uytsel, Salil Mehra, and Yoshiteru Uemura
    • Total Pages
      280
    • Publisher
      Edward Elgar
    • ISBN
      9781802203035
    • Related Report
      2022 Annual Research Report
  • [Book] The Digital Economy and Competition Law in Asia2021

    • Author(s)
      Steven Van Uytsel
    • Total Pages
      225
    • Publisher
      Springer
    • ISBN
      9789811603235
    • Related Report
      2020 Research-status Report
  • [Book] Regulating FinTech in Asia Global Context, Local Perspectives2020

    • Author(s)
      Steven Van Uytsel, Mark Fenwick, Bi Ying
    • Total Pages
      230
    • Publisher
      Springer
    • ISBN
      9789811558191
    • Related Report
      2020 Research-status Report
  • [Remarks] Conference Website

    • URL

      https://vanuytselsteven.wixsite.com/algorithmcollusion

    • Related Report
      2020 Research-status Report
  • [Remarks] Collusion, Algorithms and Competition Law

    • URL

      https://www.algorithms-competition-law.com/

    • Related Report
      2019 Research-status Report 2018 Research-status Report
  • [Remarks] Multidisciplinary Perspectives on Algorithms

    • URL

      https://www.kyushu-university-law.com/

    • Related Report
      2019 Research-status Report
  • [Funded Workshop] Collusion, Algorithms and Competition Law2019

    • Related Report
      2019 Research-status Report
  • [Funded Workshop] Multidisciplinary Perspectives on Algorithms: Regulation, Governance and Markets2019

    • Related Report
      2019 Research-status Report

URL: 

Published: 2018-04-23   Modified: 2024-01-30  

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