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Research on the analysis methods and the development of global flow of funds statistics

Research Project

Project/Area Number 20K01701
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Review Section Basic Section 07040:Economic policy-related
Research InstitutionHiroshima Shudo University

Principal Investigator

Zhang Nan  広島修道大学, 経済科学部, 教授 (20279061)

Project Period (FY) 2020-04-01 – 2024-03-31
Project Status Completed (Fiscal Year 2023)
Budget Amount *help
¥2,730,000 (Direct Cost: ¥2,100,000、Indirect Cost: ¥630,000)
Fiscal Year 2022: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2021: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2020: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
KeywordsGlobal flow of funds / Statistical framework / From-whom-to-whom matrix / Financial network / Advanced visualization / Data science / Financial crisis / Shock dynamics / Statistical matrix / Who-to-whom model / Sectoral accouns / Datasets / Globla flow of funds / Shock Dynamics / Data sources / Who-to-whom matrices / Financial inflow outflow / global flow of funds / Who-to-Whom martrices / inverse of Leontief / cross-border exposures / financial networks / financial stability / データベースの整備 / 分析手法の開発 / 国際資金循環
Outline of Research at the Start

国際的な統計整備の動きに対応し、GFF統計の理論的な枠組みと作成方法を提示する。
金融安定性の計測のため、GFF統計のストックデータとフローデータを整備する。
GFFMとFIOMという新しい統計作成手法で、「国家×国家」形式のGFFMを「部門×部門」形式のFIOMにリンクし、金融ネットワーク分析という新しい分析手法でGFF分析の視野を広げる。GFFの視座から独創的な分析手法で日米中における対外資金循環の同質性と異質性を定量的に解明する。

Outline of Final Research Achievements

This study takes up the consistency with statistics published by international organizations such as the IMF to grasp the Global Flow of Funds (GFF) and measure the risks and stability of GFF, in order to understand the circulation of external funds in one's own country and international capital movements. It prototypes GFF statistics and expands conventional two-dimensional data to three dimensions (Three-dimensional,3D).
Using this 3D data, we expand the scope to include major trading partners centered around GFF and construct a GFF matrix in From-Whom-to-Whom format. Furthermore, to examine structural issues of assets and liabilities between different national sectors and financial stability, we develop Sectoral from-whom-to-whom financial stock matrix (SFSM), and demonstrate new insights into the structural relationships of GFF through the development and empirical research of GFF analysis methods using financial network analysis and data science techniques.

Academic Significance and Societal Importance of the Research Achievements

This research stands out as the inaugural work dedicated to leveraging data for the observation of Global flow of funds. It has three distinctive features, foremost among them being the integration and advancement of data sources,innovates the 3D data of financial

Report

(5 results)
  • 2023 Annual Research Report   Final Research Report ( PDF )
  • 2022 Research-status Report
  • 2021 Research-status Report
  • 2020 Research-status Report
  • Research Products

    (31 results)

All 2024 2023 2022 2021 2020 Other

All Int'l Joint Research (8 results) Journal Article (10 results) (of which Int'l Joint Research: 7 results,  Peer Reviewed: 10 results,  Open Access: 9 results) Presentation (10 results) (of which Int'l Joint Research: 1 results,  Invited: 2 results) Book (2 results) Remarks (1 results)

  • [Int'l Joint Research] Cornell University(米国)

    • Related Report
      2023 Annual Research Report
  • [Int'l Joint Research] 北京大学(中国)

    • Related Report
      2023 Annual Research Report
  • [Int'l Joint Research] Stanford University/Cornell University/International Monetary Fund(米国)

    • Related Report
      2022 Research-status Report
  • [Int'l Joint Research] Fudan University/Southwestern Univeristy/The People's Bank of China(中国)

    • Related Report
      2022 Research-status Report
  • [Int'l Joint Research] International Monetary Fund/Stanford University/Cornell University(米国)

    • Related Report
      2021 Research-status Report
  • [Int'l Joint Research] 復旦大学/北京大学/西南財経大学(中国)

    • Related Report
      2021 Research-status Report
  • [Int'l Joint Research] International Monetary Fund/Stanford University(米国)

    • Related Report
      2020 Research-status Report
  • [Int'l Joint Research] 復旦大学/北京大学(中国)

    • Related Report
      2020 Research-status Report
  • [Journal Article] Measuring Global Flow of Funds: Statistical Framework, Data Sources, and Approaches2024

    • Author(s)
      Nan Zhang, Yiye Zhang
    • Journal Title

      Global Flow of Funds Analysis

      Volume: Vol.1 Pages: 1-60

    • DOI

      10.1007/978-981-97-1029-4_1

    • ISBN
      9789819710287, 9789819710294
    • Related Report
      2023 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Global Flow of Funds as a Network: Cross-Border Investment in G202024

    • Author(s)
      Nan Zhang, Yiye Zhang
    • Journal Title

      Global Flow of Funds Analysis

      Volume: Vol.1 Pages: 61-133

    • DOI

      10.1007/978-981-97-1029-4_2

    • ISBN
      9789819710287, 9789819710294
    • Related Report
      2023 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Structural Changes in China-US External Flow of Funds: Statistical Estimates Based on the VEC Model2024

    • Author(s)
      Nan Zhang, Yiye Zhang
    • Journal Title

      Global Flow of Funds Analysis

      Volume: Vol.1 Pages: 135-177

    • DOI

      10.1007/978-981-97-1029-4_3

    • ISBN
      9789819710287, 9789819710294
    • Related Report
      2023 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] A Global Flow of Funds Perspective on Debt, Assets, and Imbalances2024

    • Author(s)
      Nan Zhang, Yiye Zhang
    • Journal Title

      Global Flow of Funds Analysis

      Volume: Vol.1 Pages: 179-233

    • DOI

      10.1007/978-981-97-1029-4_4

    • ISBN
      9789819710287, 9789819710294
    • Related Report
      2023 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] A Network Analysis of the Sectoral From-Whom-To-Whom Financial Stock Matrix2024

    • Author(s)
      Nan Zhang, Yiye Zhang
    • Journal Title

      Global Flow of Funds Analysis

      Volume: Vol.1 Pages: 235-297

    • DOI

      10.1007/978-981-97-1029-4_5

    • ISBN
      9789819710287, 9789819710294
    • Related Report
      2023 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] The Flow of Funds and Macro Financial Surveillance in China: The Sectoral Perspective2023

    • Author(s)
      Nan Zhang and Li Zhu
    • Journal Title

      Economic Histor, Flow of funds, Information syatem and oprations Research, Kyushu University Press

      Volume: Vol.14 Pages: 23-52

    • Related Report
      2022 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Measuring global flow of funds: who-to-whom matrix and financial network2022

    • Author(s)
      Nan Zhang
    • Journal Title

      Japanese Journal of Statistics and Data Science

      Volume: Vol. 5 Issue: 2 Pages: 899-942

    • DOI

      10.1007/s42081-022-00175-x

    • Related Report
      2022 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Global Flow of Funds as a Network: The Case Study of the G202021

    • Author(s)
      Nan Zhang and Li Zhu
    • Journal Title

      Japanese Journal of Monetary and Financial Economics

      Volume: 9 Issue: 0 Pages: 21-56

    • DOI

      10.32184/jjmfe.9.0_21

    • NAID

      130008115473

    • ISSN
      2187-560X
    • Related Report
      2021 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Measuring Global Flow of Funds: Dynamics of Portfolio Investment Among G-20 Countries2020

    • Author(s)
      Zhang Nan
    • Journal Title

      Flow of Funds Analysis Innovation and Development

      Volume: 9 Pages: 323-368

    • DOI

      10.1007/978-981-15-7720-8_9

    • ISBN
      9789811577192, 9789811577208
    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Measuring the Global Flow of Funds: Focus on Cross-Border Bank Credit Among G20 Countries2020

    • Author(s)
      Zhang Nan
    • Journal Title

      Flow of Funds Analysis Innovation and Development

      Volume: 10 Pages: 369-415

    • DOI

      10.1007/978-981-15-7720-8_10

    • ISBN
      9789811577192, 9789811577208
    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access
  • [Presentation] Measuring Global Flow of Funds and Financial Network: Shock Dynamics and Propagation2023

    • Author(s)
      Nan Zhang
    • Organizer
      2023科研費シンポジウム, 「データサイエンスにおける統計的理論・方法論の新展開」
    • Related Report
      2023 Annual Research Report
  • [Presentation] Strategic Challenges of Decoupling for China and the United States: Focus on the Global Flow of Fund2023

    • Author(s)
      張 南
    • Organizer
      神戸大学金融研究会
    • Related Report
      2023 Annual Research Report
    • Invited
  • [Presentation] Strategic Challenges of Decoupling for China and the United States: Focus on the Global Flow of Funds2023

    • Author(s)
      Nan Zhang
    • Organizer
      Workshop at the National School of Decelopment, Peking University
    • Related Report
      2023 Annual Research Report
    • Invited
  • [Presentation] The Impact of China-US Decoupling on the Global Economy and Its Countermeasures: Focus on the Global Flow of Funds2023

    • Author(s)
      張 南
    • Organizer
      経済統計学会 2023年度(第67回)全国研究大会,
    • Related Report
      2023 Annual Research Report
  • [Presentation] 国際資金循環における中国と米国の構造変化2022

    • Author(s)
      張 南
    • Organizer
      経済統計学会第 66回 (2022年度) 全国研究大会
    • Related Report
      2022 Research-status Report
  • [Presentation] The mirror-image between China-US in the Global Flow of Funds2022

    • Author(s)
      Nan Zhang
    • Organizer
      国際経済学会第 81回 全国大会
    • Related Report
      2022 Research-status Report
  • [Presentation] Measuring Global Flow of Funds: Dynamics of Portfolio Investment among G-20 countries2021

    • Author(s)
      張 南
    • Organizer
      日本金融学会202年度春季全国大会
    • Related Report
      2021 Research-status Report
  • [Presentation] Measuring Global Flow of Funds: Who-to-whom Matrix and Financial Network2021

    • Author(s)
      Nan Zhang
    • Organizer
      36th IARIW General Conference
    • Related Report
      2021 Research-status Report
    • Int'l Joint Research
  • [Presentation] 国際資金循環と金融ネットワーク分析2021

    • Author(s)
      張 南
    • Organizer
      経済統計学会第65回 (2021年度)全国研究大会
    • Related Report
      2021 Research-status Report
  • [Presentation] Measuring Global Flow of Funds: Focus on G-20 Countries2020

    • Author(s)
      張 南
    • Organizer
      日本金融学会西日本部会例会
    • Related Report
      2020 Research-status Report
  • [Book] Global Flow of Funds Analysis; Data, Models, and Applications2024

    • Author(s)
      Nan Zhang, Yiye Zhang
    • Total Pages
      297
    • Publisher
      Springer
    • ISBN
      9789819710287
    • Related Report
      2023 Annual Research Report
  • [Book] Flow of Funds Analysis Innovation and Development2020

    • Author(s)
      Nan Zhang
    • Total Pages
      415
    • Publisher
      Springer
    • ISBN
      9789811577192
    • Related Report
      2020 Research-status Report
  • [Remarks] Nan Zhang's Homepage for Major Research Interests

    • URL

      http://ns1.shudo-u.ac.jp/~zhang/Research.htm

    • Related Report
      2021 Research-status Report 2020 Research-status Report

URL: 

Published: 2020-04-28   Modified: 2025-01-30  

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