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2018 Fiscal Year Research-status Report

Disaster simulation by using massive supply-chain data

Research Project

Project/Area Number 18K04615
Research InstitutionUniversity of Hyogo

Principal Investigator

井上 寛康  兵庫県立大学, シミュレーション学研究科, 准教授 (60418499)

Co-Investigator(Kenkyū-buntansha) 藤原 義久  兵庫県立大学, シミュレーション学研究科, 教授 (50358892)
Project Period (FY) 2018-04-01 – 2021-03-31
Keywordsネットワーク / サプライチェーン / 災害 / 東日本大震災 / 南海トラフ地震
Outline of Annual Research Achievements

This project examines how production losses caused by natural disasters propagate to regions not directly hit through the supply chains of firms. We use the actual supply chains of nearly one million firms in Japan and an agent-based model to estimate the direct and total economic effects of the 2011 Great East Japan earthquake. We then employ the same model to predict the effect of the Nankai earthquake, a mega earthquake predicted to hit major industrial cities in Japan in the near future. We find that the indirect effects of the disasters on production (10.6% of GDP in the case of the Nankai earthquake) are significantly larger than their direct effects (0.5%). Our simulation analyses to compare the actual network with hypothetical
networks suggest that these substantial indirect effects are more prominent when supply chains are characterized by scale-free properties, difficulty in substitution among intermediate products, and the complexity caused by cycles.

Current Status of Research Progress
Current Status of Research Progress

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

Reason

当初計画どおりシミュレーターを用いて災害の経済に与える影響について検討している.すでにディスカッションペーパーにて公表しているなど,当初の予定どおりの進捗状況である.

Strategy for Future Research Activity

今後も研究計画に沿って,多様なシナリオによる検討をする.すでに過去に実際に起きた地震や,想定しうる人工的な地震・津波の検討を始めている.

Causes of Carryover

海外共同研究者との議論のためにドイツでの滞在が研究計画に含まれていたが,これに係る支出が次年度にずれこんだため.今年度の予算はほぼ旅費を予定していたため,繰り越しが大きく発生している.しかしながら今年度に問題なく支出される.

  • Research Products

    (16 results)

All 2019 2018

All Journal Article (8 results) (of which Peer Reviewed: 8 results,  Open Access: 3 results) Presentation (8 results) (of which Int'l Joint Research: 5 results,  Invited: 2 results)

  • [Journal Article] Propagation of negative shocks across nation-wide firm networks2019

    • Author(s)
      Inoue Hiroyasu、Todo Yasuyuki
    • Journal Title

      PLOS ONE

      Volume: 14 Pages: -

    • DOI

      https://doi.org/10.1371/journal.pone.0213648

    • Peer Reviewed / Open Access
  • [Journal Article] Exponential random graph models for the Japanese bipartite network of banks and firms2019

    • Author(s)
      Chakraborty Abhijit、Krichene Hazem、Inoue Hiroyasu、Fujiwara Yoshi
    • Journal Title

      Journal of Computational Social Science

      Volume: 2 Pages: 3~13

    • DOI

      https://doi.org/10.1007/s42001-019-00034-y

    • Peer Reviewed
  • [Journal Article] Visualization of a directed network with focus on its hierarchy and circularity2019

    • Author(s)
      Kichikawa Yuichi、Iino Takashi、Iyetomi Hiroshi、Inoue Hiroyasu
    • Journal Title

      Journal of Computational Social Science

      Volume: 2 Pages: 15~23

    • DOI

      https://doi.org/10.1007/s42001-019-00031-1

    • Peer Reviewed
  • [Journal Article] Characterization of the community structure in a large-scale production network in Japan2019

    • Author(s)
      Chakraborty Abhijit、Krichene Hazem、Inoue Hiroyasu、Fujiwara Yoshi
    • Journal Title

      Physica A: Statistical Mechanics and its Applications

      Volume: 513 Pages: 210~221

    • DOI

      https://doi.org/10.1016/j.physa.2018.08.175

    • Peer Reviewed
  • [Journal Article] Tie-formation process within the communities of the Japanese production network: application of an exponential random graph model2019

    • Author(s)
      Krichene Hazem、Chakraborty Abhijit、Fujiwara Yoshi、Inoue Hiroyasu、Terai Masaaki
    • Journal Title

      Applied Network Science

      Volume: 4 Pages: -

    • DOI

      https://doi.org/10.1007/s41109-019-0112-9

    • Peer Reviewed / Open Access
  • [Journal Article] Localization of collaborations in knowledge creation2018

    • Author(s)
      Inoue Hiroyasu、Nakajima Kentaro、Saito Yukiko Umeno
    • Journal Title

      The Annals of Regional Science

      Volume: 62 Pages: 119~140

    • DOI

      https://doi.org/10.1007/s00168-018-0889-y

    • Peer Reviewed
  • [Journal Article] The community structure of business establishments and its properties: evidence from joint patent applications2018

    • Author(s)
      Inoue Hiroyasu
    • Journal Title

      Evolutionary and Institutional Economics Review

      Volume: 15 Pages: 465~475

    • DOI

      https://doi.org/10.1007/s40844-018-0116-7

    • Peer Reviewed
  • [Journal Article] Hierarchical communities in the walnut structure of the Japanese production network2018

    • Author(s)
      Chakraborty Abhijit、Kichikawa Yuichi、Iino Takashi、Iyetomi Hiroshi、Inoue Hiroyasu、Fujiwara Yoshi、Aoyama Hideaki
    • Journal Title

      PLOS ONE

      Volume: 13 Pages: -

    • DOI

      https://doi.org/10.1371/journal.pone.0202739

    • Peer Reviewed / Open Access
  • [Presentation] 企業レベルの産業連関ネットワークの再構築2019

    • Author(s)
      吉川悠一,飯野隆史,家富洋,井上寛康
    • Organizer
      日本物理学会第74回年次大会
  • [Presentation] コミュニティ検出とその時間発展に基づくインターネットの成長過程の検証2019

    • Author(s)
      濱本拓海,井上寛康
    • Organizer
      情報処理学会第81回全国大会
  • [Presentation] Nation-wide Supply Chain and Disaster Simulation2018

    • Author(s)
      H. Inoue
    • Organizer
      Perspectives on Complex Systems 2018
    • Int'l Joint Research / Invited
  • [Presentation] Community Structure Based on Circular Flow in a Large-Scale Transaction Network2018

    • Author(s)
      Yuichi Kichikawa, Hiroshi Iyetomi, Takashi Iino, Hiroyasu Inoue
    • Organizer
      Complex Networks 2018
    • Int'l Joint Research
  • [Presentation] Hierarchical Communities in Walnut Structure of Japanese Production Network2018

    • Author(s)
      Abhijit Chakraborty, Yuichi Kichikawa, Takashi Iino, Hiroshi Iyetomi, Hiroyasu Inoue, Yoshi Fujiwara and Hideaki Aoyama
    • Organizer
      Conference on Complex Systems 2018
    • Int'l Joint Research
  • [Presentation] The emergence of properties of the Japanese production network: How do listed firms choose their partners?2018

    • Author(s)
      Hazem Krichene, Yoshi Fujiwara, Abhijit Chakraborty, Yoshiyuki Arata, Hiroyasu Inoue and Masaaki Terai
    • Organizer
      Conference on Complex Systems 2018
    • Int'l Joint Research
  • [Presentation] Nation-wide Supply Chain and Disaster Simulation2018

    • Author(s)
      H. Inoue
    • Organizer
      German Network for New Economic Dynamics 2018
    • Int'l Joint Research
  • [Presentation] 実体経済ネットワークとシミュレーション2018

    • Author(s)
      井上寛康
    • Organizer
      ネットワーク科学セミナー2018
    • Invited

URL: 

Published: 2019-12-27  

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