Details of the Researcher

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Masahiro Sato
Section
Graduate School of International Cultural Studies
Job title
Associate Professor
Degree

  • 博士（経済学）（京都大学）

  • Ｍ．Ａ．（ジョージタウン大学）

  • 修士（学術）（東京大学）

Profile
東北大学 大学院国際文化研究科 国際環境資源政策論講座准教授、経済学博士。1999年東京大学教養学部卒、2001年同大学院国際社会科学専攻修士課程修了。2001年より内閣府経済財政政策担当。2004年より米国ジョージタウン大学経済学博士課程留学。帰国後、内閣府国民生活局企画課課長補佐、慶応義塾大学経済学部非常勤講師、金融庁総務企画局市場課課長補佐、京都大学経済研究所准教授、内閣府経済社会総合研究所研究官、内閣府計量分析室参事官補佐を経て、2017年４月より現職。

Research History 13

  • 2017/04 - Present
    Tohoku University　Graduate School of International Cultural Studies

  • 2018/04 - 2024/03
    Sophia University

  • 2015/10 - 2017/03
    Cabinet Office

  • 2014/08 - 2015/10
    Cabinet Office, Government of Japan　Economic and Social Research Institute　Researcher

  • 2011/08 - 2014/07
    Kyoto University　Institute of Economic Research　Associate Professor

  • 2009/07 - 2011/07
    Financial Services Agency, Government of Japan　Financial Markets Division, Planning and Coordination Bureau　Deputy Director

  • 2008/07 - 2009/07
    Cabinet Office, Government of Japan　Division for Policy Planning, Quality-of-Life Bureau　Deputy Director

  • 2007/09 - 2009/03
    Keio University　Department of Economics　Part-time Teacher

  • 2006/07 - 2008/06
    Cabinet Office, Government of Japan　Division for Policy Planning, Quality-of-Life Bureau　Policy Staff

  • 2004/04 - 2006/07
    Cabinet Office, Government of Japan　Division for Economic and Fiscal Policy Planning, Economic and Fiscal Policy Bureau　Staff Economist

  • 2004/07 - 2006/06
    Cabinet Office, Government of Japan　Economic and Social Research Institute　Researcher

  • 2002/01 - 2004/03
    Cabinet Office, Government of Japan　Division for Economic and Fiscal Policy Planning, Economic and Fiscal Policy Bureau　Staff Economist

  • 2001/04 - 2001/12
    Cabinet Office, Government of Japan　Division for International Economic Policy, Economic and Fiscal Policy Bureau　Staff Economist

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Education 3

  • Georgetown University　Graduate School of Arts and Sciences　PhD. Economics Program

    2004/09 - 2006/06

  • University of Tokyo　Graduate School of Arts and Sciences　Department of Advanced Social and International Studies

    1999/04 - 2001/03

  • University of Tokyo　Department of Arts and Sciences　Department of Humanities and Social Sciences

    1994/04 - 1999/03

Professional Memberships 2

  • THE JAPANESE SOCIETY FOR ARTIFICIAL INTELLIGENCE

  • SOCIETY FOR ENVIRONMENTAL ECONOMICS AND POLICY STUDIES

Research Interests 7

  • innovation

  • social learning

  • reinforcement learning

  • Large language models

  • network science

  • natural capital

  • water resource

Research Areas 3

  • Humanities & social sciences / Economic policy /

  • Environmental science/Agricultural science / Environmental policy and society /

  • Informatics / Robotics and intelligent systems /

Papers 33

  1. How Does People's Attachment to Place Matter for Water Saving?

    Guolunan Yang, Ziying Li, Masahiro Sato

    2025/03/17

    Publisher: Elsevier BV

    DOI： 10.2139/ssrn.5182091 　

  2. A novel content-based approach to measuring monetary policy uncertainty using fine-tuned LLMs Peer-reviewed

    Arata Ito, Masahiro Sato, Rui Ota

    Finance Research Letters　25　(106832)　2025/01/25

    DOI： 10.1016/j.frl.2025.106832 　

  3. The effect of culture on domestic water saving Peer-reviewed

    Guolunan Yang, Masahiro Sato

    Journal of Environmental Management　373　2024/12/30

    DOI： 10.1016/j.jenvman.2024.123928 　

  4. GAI: Generative Agents for Innovation

    Masahiro Sato

    arXiv　2412.18899　2024/12/25

    DOI： 10.48550/arXiv.2412.18899 　

  5. Generalized Back-Stepping Experience Replay in Sparse-Reward Environments

    Guwen Lyu, Masahiro Sato

    arXiv　2412.15525　2024/12/20

    DOI： 10.48550/arXiv.2412.15525 　

  6. Content-Based Metric on Monetary Policy Uncertainty by Using Large Language Models

    Arata Ito, Masahiro Sato, Rui Ota

    SSRN　2024/12/10

    DOI： 10.2139/ssrn.5051287 　

  7. Content-based Metric on Monetary Policy Uncertainty by Using Large Language Models

    Arata Ito, Masahiro Sato, Rui Ota

    RIETI Discussion Paper Series　(24-E-080)　2024/12/09

  8. The Effect of Culture on Domestic Water Saving

    Guolunan Yang, Masahiro Sato

    2024/09/16

    Publisher: Elsevier BV

    DOI： 10.2139/ssrn.4957956 　

  9. Revisiting the Economic Value of Groundwater

    Zeyu Zhang, Masahiro Sato

    ESS Open Archive　2024/07/08

    Publisher: Authorea, Inc.

    DOI： 10.22541/essoar.171200109.93291601/v2 　

  10. Conjunctive surface water and groundwater management in a multiple user environment Peer-reviewed

    Z. Y. Zhang, M. Sato

    Environmental Economics and Policy Studies　2024/05/07

    DOI： 10.1007/s10018-024-00402-7 　

    ISSN： 1432-847X 1867-383X

    More details Close

    <jats:title>Abstract</jats:title><jats:p>The conjunctive use of surface water and groundwater is practiced worldwide as a measure to address water supply uncertainty. This paper focuses on a scenario in which an aquifer is open to multiple users and examines the impact of such an open-access environment on the stabilization function of conjunctive management. We construct a non-cooperative stochastic dynamic game model where multiple users utilize groundwater intake from a common aquifer as a complement to fluctuating surface water. We also propose a simpler baseline applicable to dynamic environments to compute the benefits of the stabilization function when users are unable to adjust groundwater intake to surface water uncertainties. We then apply the model to the real-world case of the water supply environment of the Cao’e River in China. Simulation results show that open access leads to diminishing stabilization values as higher pumping costs due to declining stocks lead to a weakening of users’ incentive to utilize groundwater flexibly. Furthermore, the stabilization function itself is destabilized as the number of users increases. This is because greater groundwater intake and a decline in stocks amplify variations in pumping costs caused by different patterns of surface-water fluctuation.</jats:p>

  11. Monitoring environmental sustainability in Japan: an ESGAP assessment Peer-reviewed

    Masahiro Sato, Arkaitz Usubiaga-Liaño, Alison Fairbrass, Paul Ekins, Jusen Asuka

    Sustainability Science　2024/01/10

    DOI： 10.1007/s11625-023-01441-x 　

  12. Social Learning and Behavioral Change When Faced with the COVID-19 Pandemic: A big data analysis

    Ota, Rui, Arata Ito, Masahiro Sato, Makoto Yano

    RIETI Discussion Paper　22-E-065　2022/06

  13. Case Study on the Efficiency of Recycling Companies’ Waste Paper Collection Stations in Japan Peer-reviewed

    Xiaoyue Liu, Jeongsoo Yu, Kazuaki Okubo, Masahiro Sato, Toshiaki Aoki

    Sustainability　13　(20)　11536-11536　2021/10/19

    Publisher: MDPI AG

    DOI： 10.3390/su132011536 　

    eISSN： 2071-1050

    More details Close

    Each year, a large amount of waste paper (WP) is generated in Japan, and due to the change in lifestyle with the COVID-19 pandemic, the WP collection and recycling system in Japan faces new challenges. Although the government of Japan has installed WP collection systems, the efficiency of these traditional WP collection systems is too low, and this causes inconvenience to the governments, residents, and other stakeholders. On the other hand, some recycling companies in Japan are trying to establish a nontraditional WP collection system by setting their own WP collection stations in cooperative supermarkets. Yet, the efficiency of this new system has not been clarified. This research aims to investigate the current status, operational characteristics, and the role of recycling companies’ WP collection stations in the Japanese WP collection system. By performing trade area analysis and stepwise OLS regression, this research will evaluate WP collection stations’ efficiency. Moreover, this research will also discuss how the new WP collection system improves WP collection efficiency and residents’ convenience. The results show that WP collection stations efficiency is particularly high in large supermarkets with many parking spaces and long business hours, as well as in areas with many families with children. Recycling companies’ WP collection system could create a system, which can satisfy resident, government, and recycling company interests at the same time.

  14. Three Minds Equal Manjushari’s Wisdom: An Anatomy of Informal Social Learning with Heterogenous Agents by the Hierarchical Bayesian Approach

    Masahiro Sato, Rui Ota, Arata Ito, Makoto Yano

    RIETI Discussion Papers　20-E-092　2020/12

  15. The Contribution Of Unobserved Contemporaneous Preference Structures On Consumer Spending Using Micro-Panel Data

    Sato, Masahiro, Yano, Makoto

    MQ Discussion Series　2018-001　2018

  16. Measurement of Deflators and Real Value Added in the Service Sector Peer-reviewed

    Kyoji Fukao, Taisuke Kameda, Kota Nakamura, Ryoichi Namba, Masahiro Sato

    Economic Analysis　194　(194)　9-44　2017/05

    Publisher:

    ISSN： 0453-4727

  17. The contribution of quality and product variety to retail growth in Japan Peer-reviewed

    Masahiro Sato, Taisuke Kameda, Shigeru Sugihara, Colin Hottman

    Economic Analysis　194　(194)　65-92　2017/05

    Publisher:

    ISSN： 0453-4727

  18. Quantifying the supplier-portfolio diversity of embodied energy: Strategic implications for strengthening energy resilience Peer-reviewed

    Masahiro Sato, Ali Kharrazi, Hirofumi Nakayama, Steven Kraines, Masaru Yarime

    ENERGY POLICY　105　41-52　2017/02/21

    DOI： 10.1016/j.enpol.2017.02.024 　

    ISSN： 0301-4215

    eISSN： 1873-6777

  19. Examining the resilience of national energy systems: Measurements of diversity in production-based and consumption-based electricity in the globalization of trade networks Peer-reviewed

    Ali Kharrazi, Masahiro Sato, Masaru Yarime, Hirofumi Nakayama, Yadong Yu, Steven Kraines

    ENERGY POLICY　87　455-464　2015/10/02

    DOI： 10.1016/j.enpol.2015.09.019 　

    ISSN： 0301-4215

    eISSN： 1873-6777

  20. Estimation of the inclusive wealth of Japan

    Masahiro Sato, Shun Sato, Mina Waki

    KIER Discussion Paper　(1404)　2014

  21. Estimation of world virtual water and virtual land trade using a multi-regional input-output (MRIO) model

    Masahiro Sato, Hirofumi Nakayama

    KIER Discussion Paper　(1405)　2014

  22. Estimation of world embodied carbon and embodied energy trade using a multi-regional input-output (MRIO) model

    Masahiro Sato

    KIER Discussion Paper　(1406)　2014

  23. Theory of inter-regional conjunctive use of water resources, Vol. 2: Stock-flow type

    Masahiro Sato, Hirofumi Nakayama

    KIER Discussion Paper　(1408)　2014

    Publisher:

    More details Close

    In Sato and Nakayama (2014) and this paper, we present the theory of inter-regional conjunctive use of water resources, -- a market-based scheme of water use, which, through the transactions of virtual water, coordinates the real water uses in more than one distant region or country with different forms of water, so that it can generate various functions that would not be obtained if they were isolated, such as the buffering of water variations, the reduction of withdrawal costs, and the preservation of resources or ecosystems. In particular, this paper deals with the flow-flow type inter-regional conjunctive use, where both regions have flow water resources but with different patterns of variations. We find that, even if water itself cannot be moved between the regions, the benefits would be stabilized both from the system-wide and local perspectives as long as the flows fluctuate within a certain range. In the flow-flow type inter-regional conjunctive use, the motion of changing production patterns according to water variations in the both regions plays a critical role, which we call “adaptive specialization.”

  24. Theory of inter-regional conjunctive use of water resources, Vol. 1: Flow-flow type

    Masahiro Sato, Hirofumi Nakayama

    KIER Discussion Paper　(1407)　2014

    Publisher:

    More details Close

    In Sato and Nakayama (2014) and this paper, we present the theory of inter-regional conjunctive use of water resources, -- a market-based scheme of water use, which, through the transactions of virtual water, coordinates the real water uses in more than one distant region or country with different forms of water, so that it can generate various functions that would not be obtained if they were isolated, such as the buffering of water variations, the reduction of withdrawal costs, and the preservation of resources or ecosystems. In particular, this paper deals with the stock-flow type inter-regional conjunctive use, where one region has stock water resource and the other has flow one. First, we find that, even if water itself cannot be moved between the regions, the system-wide benefit would be stabilized as a result of the social planner’s “levelling” motion, which reduces fluctuations of the total available water by controlling stock withdrawal according to flow variations. Second, the planner preserves certain amount of water as a precautionary stock to absorb future flow variations, where the stock playing a role of mediating the intertemporal transfer of value. Third, decentralized decisions can duplicate the social planner’s solutions by introducing a compensation scheme where the flow region shares a part of the stock withdrawal costs.

  25. Trends and challenges of ecosystem accounts in the United Nations System of Environmental-economic accounting (SEEA)

    Masahiro Sato, Mina Waki

    KIER Discussion Paper　(1310)　2013

  26. 包括的富指標と持続可能な発展 Invited

    Masahiro Sato

    生活経済政策　(195)　16-21　2013

  27. 自然資本論から見たグリーンエコノミー Peer-reviewed

    佐藤 正弘

    環境経済・政策研究　5　(1)　84-87　2012

    Publisher: 岩波書店

    ISSN： 1882-3742

  28. 生物多様性と農業を結ぶ資金メカニズム Invited

    Masahiro Sato

    農業と経済　78　(7)　25-35　2012

  29. 新時代のマルチステークホルダー・プロセスとソーシャル・イノベーション Invited

    Masahiro Sato

    季刊 政策・経営研究　(3)　109-132　2010

  30. National Policy and Strategies for Sustainable Consumption in Japan Invited

    Masahiro Sato

    Education for Sustainable Consumption in Northeast Asia　2009

  31. 金融市場における環境社会情報の開示

    Masahiro Sato

    ESP: economy, society, policy　(440)　94-98　2009

  32. マルチステークホルダー・プロセスと企業の社会的責任について

    Masahiro Sato

    ESP: economy, society, policy　(429)　47-50　2007

  33. OECDによる日本経済への提言

    佐藤 正弘

    ESP: economy, society, policy　(538)　44-46　2002

    Publisher: 経済企画協会

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Misc. 5

  1. グリーンエコノミー構想の後退と可能性 Invited

    佐藤 正弘

    グローバルネット　(259)　2012/06

  2. 到来するグリーンエコノミーVol.8 焦点は『グリーン vs. グリーン』に移った Invited

    佐藤 正弘

    日経エコロジー　(2012年6月)　2012/05

  3. 到来するグリーンエコノミーVol.7 世界が本気になり始めたポストGDP Invited

    佐藤 正弘

    日経エコロジー　(2012年5月)　2012/04

  4. 到来するグリーンエコノミーVol.6 『自然資本への投資』をどう進めるか Invited

    佐藤 正弘

    日経エコロジー　(2012年4月)　2012/03

  5. 到来するグリーンエコノミーVol.5 見えてきたグリーンエコノミー構想 Invited

    佐藤 正弘

    日経エコロジー　(2012年3月)　2012/02

Books and Other Publications 6

  1. 環境経済・政策学事典

    環境経済, 政策学会編

    丸善出版　2018/05

  2. The Economics of Green Growth: New indicators for sustainable societies

    Shunsuke Managi

    Routledge　2015/09

  3. 自然資本入門：国、自治体、企業の挑戦

    自然資本研究会編著

    NTT出版　2015/09

  4. International Economics of Water Resources: Building Water Resilience for an Uncertain World

    Masahiro Sato

    2015/04

  5. エコロジー経済学 : 原理と応用

    Daly, Herman E., Farley, Joshua C., 佐藤, 正弘

    NTT出版　2014/03

    ISBN: 9784757123038

  6. グリーン成長の経済学〜持続可能社会の新しい経済指標

    馬奈木 俊介, 地球環境戦略研究機関編

    昭和堂　2013/10

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Presentations 20

  1. スティグマ化した地産品の購買促進 に関する研究－視覚的な刺激による行動変容－

    李 子贏, 青木 俊明, 佐藤正弘

    東北工業大学 安全安心モビリティ研究所 2024年度研究発表会　2025/03

  2. Quantifying the Impact of Culture on Domestic Water-saving

    Yang Guolunan, Sato Masahiro

    環境経済・政策学会 2024 年⼤会　2024/09/14

  3. Content-based metric on monetary policy uncertainty using large-scale language models

    Arata Ito, Masahiro Sato, Rui Ota

    15th International Conference on Management, Economics and Humanities　2024/06/14

  4. Dynamic Recycling-point System Using Deep Reinforcement Learning

    Masahiro Sato

    15th International Conference on Management, Economics and Humanities　2024/06/14

  5. Social Learning and Behavioral Change When Faced with the COVID-19 Pandemic: A big data analysis

    太田塁, 伊藤新, 佐藤正弘, 矢野誠

    日本経済学会2023年度春季大会　2023/05/28

  6. The Effects of Information Reception on Consumers' Behavioral Change: Analysis of Face Mask Use at the Onset of the COVID-19 Pandemic in Japan

    Rui Ota, Arata Ito, Masahiro Sato, Makoto Yano

    WEAI 97th Annual Conference　2022/07/02

  7. 消費行動における情報受容の役割と変化：COVID-19感染初期におけるマスク購入の例

    太田 塁, 伊藤 新, 佐藤 正弘, 矢野 誠

    経済産業研究所「市場⾼質化による⾃⼰増殖型外⽣変化への対応の⽂理融合研究」プロジェクト研究会　2021/12/10

  8. 表流水と地下水の連結利用による安定化機能に対するオープンアクセスの影響について

    張 澤宇, 佐藤 正弘

    環境経済・政策学会2021年大会　2021/09/26

  9. 持続可能性指標の動向と課題 Invited

    佐藤 正弘

    自由民主党政務調査会経済成長戦略本部新経済指標検討プロジェクトチーム　2021/07/20

  10. 階層ベイズ・アプローチを⽤いた⾮均質的エージェントによるインフォーマルな社会的学習の分析

    佐藤 正弘, 太田 塁, 伊藤 新, 矢野 誠

    経済産業研究所「市場⾼質化による⾃⼰増殖型外⽣変化への対応の⽂理融合研究」プロジェクト研究会　2021/02/12

  11. Demand response management system for water resources

    Chou, Takuu, Sato, Masahiro

    25th SEEPS Annual Conference 2020　2020/09/27

  12. Social Learning after a Product-Harm Crisis

    Sato, Masahiro, Ota, Rui, Ito, Arata, Yano, Makoto

    2020/02/28

  13. Individual and social learning in product diffusion Invited

    Sato, Masahiro

    2019/10/18

  14. 再生水取引制度の構築に向けて ―中国の水資源改革への政策提言―

    張 澤宇, 佐藤 正弘

    環境経済・政策学会2019年大会　2019/09/28

  15. Scale-free properties of consumer preference network and green consumer

    Sato, Masahiro, Nakayama, Hirofumi

    23th SEEPS Annual Conference 2018　2018/09/09

  16. Green consumers in social network of consumption

    Sato, Masahiro, Nakayama, Hirofumi

    22th SEEPS Annual Conference 2017　2017/09/10

  17. 世界の人口・食料問題とバーチャルウォーター貿易 Invited

    佐藤 正弘

    南山大学社会倫理研究所2016年度第3回懇話会（「社会的レジリエンス」研究プロジェクト）　2016/11/26

  18. Virtual water trade and water scarcity

    佐藤 正弘

    日本経済学会2016年春季大会　2016/06/18

  19. Contribution of Quality and Product Variety to Retail Growth in Japan

    2016/06/18

  20. Virtual water trade and water scarcity

    佐藤 正弘

    環境経済・政策学会2015年大会　2015/09/19

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Research Projects 13

  1. 大規模言語モデルに基づくマルチエージェント・システムを活用したイノベーション分析

    佐藤 正弘, 太田 塁

    Offer Organization: 日本学術振興会

    System: 科学研究費助成事業

    Category: 基盤研究(C)

    Institution: 東北大学

    2025/04 - 2028/03

  2. 深層学習を活用した変動リサイクルポイント・システムの構築

    佐藤 正弘

    Offer Organization: 独立行政法人環境再生保全機構

    System: 環境研究総合推進費

    Institution: 東北大学

    2025/04 - 2028/03

  3. 生成エージェントによるAI駆動型イノベーション手 法の開発

    佐藤 正弘

    Offer Organization: 公益財団法人電気通信普及財団

    System: 電気通信普及財団設立４０周年記念事業「AI時代のデジタル社会(技術・課題)」

    2025/04 - 2027/03

  4. 大規模言語モデルを用いた金融政策の不確実性の計測

    太田塁, 佐藤正弘

    Offer Organization: 公益財団法人全国銀行学術研究振興財団

    System: 研究活動に対する助成(研究助成)

    Institution: 明治大学, 東北大学

    2025/04 - 2026/04

  5. 生成エージェントによるAI駆動型イノベーション手法の開発

    佐藤 正弘

    Offer Organization: 公益財団法人カインズデジタルイノベーション財団

    Institution: 東北大学

    2025/04 - 2026/03

  6. ビッグデータを活用した効率的なステーション型回収システムの設計

    佐藤 正弘

    Offer Organization: 株式会社ステップスナイン, 株式会社４５１０デザイン事務所

    2020/04 - 2026/03

  7. Empirical Analysis of Social Costs Caused By Product Defects Using Big Consumption Data

    Offer Organization: Japan Society for the Promotion of Science

    System: Grants-in-Aid for Scientific Research Grant-in-Aid for Scientific Research (B)

    Category: Grant-in-Aid for Scientific Research (B)

    Institution: Yokohama City University

    2021/04 - 2025/03

  8. Social Learning of Risk for COVID-19 Infection

    Masahiro Sato

    Offer Organization: Japan Society for the Promotion of Science

    System: Grants-in-Aid for Scientific Research Grant-in-Aid for Early-Career Scientists

    Category: Grant-in-Aid for Early-Career Scientists

    Institution: Tohoku University

    2021/04 - 2024/03

  9. Reconstruction of Sustainability in Nomad through the Clarification of Energy and Environmental Issues;A Method for Utilization of Hybrid-Electric Vehicle

    Offer Organization: Japan Society for the Promotion of Science

    System: Grants-in-Aid for Scientific Research

    Category: Fund for the Promotion of Joint International Research (Fostering Joint International Research (B))

    Institution: Tohoku University

    2019/10/07 - 2023/03/31

  10. Implementing the Environmental Sustainability Gap Framework for Japan

    Offer Organization: University College London

    System: UCL-Tohoku University Strategic Partner Funds

    Institution: UCL Institute for Sustainable Resources, Tohoku University

    2021/04 - 2022/03

  11. The impact of market-mediated consumer networks on innovation diffusion processes

    Masahiro Sato

    Offer Organization: Japan Society for the Promotion of Science

    System: Grants-in-Aid for Scientific Research Grant-in-Aid for Early-Career Scientists

    Category: Grant-in-Aid for Early-Career Scientists

    Institution: Tohoku University

    2019/04 - 2021/03

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    We learn from all sorts of informal social learning devices, which convey information only inaccurately. Despite this, however, a case supporting a positive contribution of such a device has not been captured in the existing empirical literature. This study builds a discrete choice model of consumption in which informal social learning takes place in a Beta-Bernoulli process of information update. The model is estimated by the Bayesian statistical method with Markov chain Monte Carlo simulation. It provides evidence supporting the positive role of an informal device, to which individual heterogeneity and the effacing of bad news contribute.

  12. Building Consumption Bigdata for High Resolution Analysis towards Evidence-based Policy

    YANO Makoto

    Offer Organization: Japan Society for the Promotion of Science

    System: Grants-in-Aid for Scientific Research Grant-in-Aid for Scientific Research (A)

    Category: Grant-in-Aid for Scientific Research (A)

    2016/04 - 2021/03

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    This project is to investigate the use of large-scale data, which has been made available by the IT revolution. By using consumption bigdata and newspaper bigdata, we have revealed that people who face COVID-19 pandemic or health-hazardous product defects take self-protective actions by learning from socially available information. We have characterized the recent information manipulations by the use of bigdata and characterized an ecosystem in which bigdata is utilized in a healthy manner by means of the blockchain technology. Facing the COVID-19 pandemic, moreover, we have built data on behavior change and added to the high-dimensional genome cohort date, in which the principal investigator has been involved.

  13. 内閣府経済社会総合研究所 平成27年度国際共同研究「経済の好循環と日本経済再生に向けた国際共同研究」 Competitive

    Offer Organization: 内閣府経済社会総合研究所

    System: その他の研究制度

    2015/04 - 2016/03

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