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Analysis of productivity of industrial agglomerations and innovation spillover effects using micro data

Research Project

Project/Area Number 15K17062
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Economic policy
Research InstitutionNagoya City University (2016-2018)
Kinki University (2015)

Principal Investigator

Yamada Eri  名古屋市立大学, 大学院経済学研究科, 講師 (30706742)

Project Period (FY) 2015-04-01 – 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: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2016: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2015: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Keywords確率フロンティア分析 / TFP / 産業集積 / イノベーション / 自動車製造業 / ネットワーク分析 / Product space / 技術的複雑性指標 / 自動車部品 / 産業クラスター / ネットワーク / 全要素生産性
Outline of Final Research Achievements

Using establishment-level micro data, we estimate the productivity of companies that manufacture transportation equipment and find that the factor that contributes to growth is related to innovations. Moreover, we represent these results on maps with the addresses of each establishment. It becomes clear that the establishments that have higher innovation effects on dynamics tend to construct industrial agglomerations.
To explore knowledge networks related to innovations from linkage of knowledge combinations regarding automobile parts, we measure the knowledge relatedness between automobile parts by focusing on similarities in technologies embedded in products. We find that the density of relatedness differ according to the part type. This result confirms that the parts that have high-density relatedness are located on the core or hub of the knowledge networks and are next-generation parts. It is suggested that new parts emerge when new knowledge is connected to the existing network.

Academic Significance and Societal Importance of the Research Achievements

従来,地域経済成長の計測には事前に産業や地域が集計されたデータを利用してきたが,本研究は事業所の個票データを用いることにより,実際の生産活動単位である事業所レベルでの生産性や知識ネットワークを計測した。また,分析結果を地図上に可視化したことにより,行政境界にとらわれることなく実データにもとづく成長傾向が似ている地域や産業集積を検出した。本研究は,産業集積におけるイノベーションの波及過程を定量的に評価する手法を提案し,ミクロ的側面から解明した点において学術的意義が大きい。研究成果は,実践が先行してきた産業クラスター関連政策のこれまでの評価や今後の立案に際し,より実証的根拠を持つ情報を提供する。

Report

(5 results)
  • 2018 Annual Research Report   Final Research Report ( PDF )
  • 2017 Research-status Report
  • 2016 Research-status Report
  • 2015 Research-status Report
  • Research Products

    (17 results)

All 2019 2018 2017 2016 2015 Other

All Int'l Joint Research (2 results) Journal Article (2 results) (of which Peer Reviewed: 1 results,  Acknowledgement Compliant: 1 results) Presentation (13 results) (of which Int'l Joint Research: 7 results)

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

    • Related Report
      2018 Annual Research Report
  • [Int'l Joint Research] Utrech University(オランダ)

    • Related Report
      2017 Research-status Report
  • [Journal Article] 産業集積と知識ネットワークの地域構造分析2019

    • Author(s)
      山田恵里・河上哲・根本二郎・蒋湧
    • Journal Title

      越境地域政策研究論集

    • Related Report
      2018 Annual Research Report
  • [Journal Article] Distribution of Industrial Growth in Nagoya Metropolitan Area, Japan: An Exploratory Analysis Using Geographical and Technological Proximities2016

    • Author(s)
      Yamada, Eri and Tetsu Kawakami
    • Journal Title

      Regional Studies

      Volume: Vol. 50 Issue: 11 Pages: 1876-1888

    • DOI

      10.1080/00343404.2015.1072273

    • Related Report
      2016 Research-status Report 2015 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Presentation] The Structure of the Knowledge Network: An Exploratory Study of the Japanese Auto-parts Product Space2018

    • Author(s)
      Eri Yamada, Tetsu Kawakami and Jiro Nemoto
    • Organizer
      Asia-Pacific Productivity Conference 2018
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] The Structure of the Knowledge Network: An Exploratory Study of the Japanese Auto-parts Product Space2018

    • Author(s)
      Testu Kawakami, Eri Yamada and Jiro Nemoto
    • Organizer
      65th Annual North American Meetings of the Regional Science Association International
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 産業集積と知識ネットワークの地域構造分析2018

    • Author(s)
      山田恵里・河上哲・根本二郎・蒋湧
    • Organizer
      越境地域政策研究フォーラム
    • Related Report
      2018 Annual Research Report
  • [Presentation] Structural change of industrial clusters in Japan: Evidence from the automobile supply chain2018

    • Author(s)
      Eri Yamada, Tetsu Kawakami and Pierre-Alexandre Balland
    • Organizer
      the 4th Geography of Innovation Conference
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] The micro-geographies of productivity growth: Evidence from the auto-related industries in Japan2017

    • Author(s)
      Tetsu Kawakami, Eri Yamada and Jiro Nemoto
    • Organizer
      57th European Regional Science Association Congress
    • Related Report
      2017 Research-status Report 2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Knowledge bases of industrial clusters in Japan: Evidence from the automobile supply chain2017

    • Author(s)
      Eri Yamada, Tetsu Kawakami and Pierre-Alexandre Balland
    • Organizer
      第27回応用地域学会(ARSC)研究発表大会
    • Related Report
      2017 Research-status Report
  • [Presentation] The micro-geographies of productivity growth: Evidence from the auto-related industries in Japan2016

    • Author(s)
      Tetsu Kawakami, Eri Yamada and Jiro Nemoto
    • Organizer
      Asia-Pacific Productivity Conference
    • Place of Presentation
      Nankai University, 中国
    • Year and Date
      2016-07-07
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] The micro-geographies of productivity growth: Evidence from the auto-related industries in Japan2016

    • Author(s)
      Tetsu Kawakami, Eri Yamada and Jiro Nemoto
    • Organizer
      Asia-Pacific Productivity Conference 2016
    • Place of Presentation
      Nankai University(中国)
    • Year and Date
      2016-07-07
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] The micro-geographies of industrial diversity and productivity growth: Evidence from the transportation equipment industry in Japan2016

    • Author(s)
      Tetsu Kawakami and Eri Yamada
    • Organizer
      日本オペレーションズ・リサーチ学会
    • Place of Presentation
      湯楽里(福井県)
    • Year and Date
      2016-02-07
    • Related Report
      2015 Research-status Report
  • [Presentation] The micro-geographies of industrial diversity and productivity growth: Evidence from the transportation equipment industry in Japan2016

    • Author(s)
      Tetsu Kawakami and Eri Yamada
    • Organizer
      3rd Geography of Innovation International Conference 2016
    • Place of Presentation
      Pierre Baudis Congress Centre(フランス)
    • Year and Date
      2016-01-28
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] The micro-geographies of productivity growth: Evidence from the auto-related industries in Japan2016

    • Author(s)
      Tetsu Kawakami, Eri Yamada and Jiro Nemoto
    • Organizer
      日本海運経済学会部会
    • Place of Presentation
      近畿大学
    • Related Report
      2016 Research-status Report
  • [Presentation] 国内港湾で取り扱う品目の多様性と地域産業の生産活動に関する研究2016

    • Author(s)
      山田恵里
    • Organizer
      日本港湾経済学会関西部会
    • Place of Presentation
      同志社大学
    • Related Report
      2016 Research-status Report
  • [Presentation] 国内港湾で取り扱う品目の多様性と地域産業の生産活動に関する研究2015

    • Author(s)
      山田恵里
    • Organizer
      日本港湾経済学会
    • Place of Presentation
      名古屋港湾会館(愛知県)
    • Year and Date
      2015-08-19
    • Related Report
      2015 Research-status Report

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Published: 2015-04-16   Modified: 2022-02-22  

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