Details of the Researcher

PHOTO

So Kubota
Section
Graduate School of Economics and Management
Job title
Associate Professor
Degree

  • Ph.D (Princeton University (USA))

e-Rad No.
00814352

Research History 5

  • 2024/04 - Present
    Tohoku University　Graduate School of Economics and Management　Associate Professor

  • 2019/09 - 2024/04
    Waseda University　School of Political Science and Economics　Associate Professor (Tenure-Track)

  • 2018/08 - 2019/08
    Hitotsubashi University　Hitotsubashi Institute for Advanced Study　Specially Appointed Assistant Professor

  • 2019/02 - 2019/05
    Goethe University Frankfurt　Research Center SAFE (Sustainable Architecture for Finance in Europe)　Junior Visitor

  • 2017/09/01 - 2018/07/31
    The University of Tokyo

Education 3

  • Princeton University　Graduate School, Division of Economics

    2011/09 - 2017/08

  • The University of Tokyo　Graduate School, Division of Economics

    2009/04 - 2011/03

  • Hitotsubashi University　Faculty of Economics

    2005/04 - 2009/03

Committee Memberships 2

  • 内閣府　リアルタイムデータを活用した経済動向分析（法人銀行口座データ活用）

    2023/07 - 2024/03

  • 日本経済学会　新型コロナウイルス感染症ワーキンググループ

    2020/08 - 2022/07

Professional Memberships 5

  • 医療経済学会

  • European Economics Association

  • Econometric Society

  • American Economic Association

  • 日本経済学会

Research Interests 1

  • Macroeconomics

Research Areas 1

  • Humanities & social sciences / Economic policy /

Awards 1

  1. データベース構築賞

    2024/11　一般社団法人 Data for Social Transformation　コロナ禍での定額給付金が家計の消費行動に与えた影響

Papers 6

  1. An analytical model of search and bargaining with divisible money Peer-reviewed

    Kazuya Kamiya, So Kubota

    Theoretical Economics　2025/05

    DOI： 10.3982/te6001 　

    ISSN： 1933-6837

    More details Close

    <jats:p>We propose a standard search and bargaining model with divisible money, in which only the random matching market opens and the generalized Nash bargaining settles each trade. Assuming fixed production costs, we analytically characterize a tractable equilibrium, called a <jats:italic>pay‐all equilibrium</jats:italic>, and prove its existence. Each buyer pays all the money holding as a corner solution to the bargaining problem and each seller produces a positive amount of goods as an interior solution. The bargaining power parameter affects the distribution of the money holdings and possibly induces economic inefficiency. We propose a redistributional monetary transfer that adjusts the bargaining outcome and improves the allocation efficiency. Moreover, we analyze a temporary expansion of the money supply that increases social welfare through a redistribution. </jats:p>

  2. The macroeconomics of COVID-19 exit strategy: the case of Japan Peer-reviewed

    So Kubota

    The Japanese Economic Review　72　(4)　651-682　2021/08/25

    Publisher: Springer Science and Business Media LLC

    DOI： 10.1007/s42973-021-00091-x 　

    ISSN： 1352-4739

    eISSN： 1468-5876

    More details Close

    Abstract In this paper, I use a simple SIR Macro model to examine Japan’s soft lockdown policies in 2021 under the COVID-19 crisis. As real-time research, this paper consists of two parts written during two different research periods. The first part, which was originally reported in February 2021, studies the Japan’s second soft lockdown policy (state of emergency declaration) from January to March 2021. After the model is calibrated using 2020 data, the results show that a long enough lockdown can avoid future lockdowns, improving both the infection and the economy. In addition, I propose the ICU targeting policy, which keeps the number of severe patients at a constant level, mimicking the monetary policy’s inflation targeting. The model’s prediction is evaluated from an ex-post perspective in the second part, written in July 2021. I find that the model broadly captures the realized consequences of the second soft lockdown and the subsequent paths. Furthermore, the simulation is projected to the end of the pandemic under a revised scenario, incorporating the proliferation of COVID-19 variants. Finally, I discuss the effectiveness of the inverse lockdown (economic stimulus) policy in the fall of 2021 under the dynamic infection externality.

  3. Consumption responses to COVID-19 payments: Evidence from a natural experiment and bank account data Peer-reviewed

    So Kubota, Koichiro Onishi, Yuta Toyama

    Journal of Economic Behavior &amp; Organization　188　1-17　2021/08

    Publisher: Elsevier BV

    DOI： 10.1016/j.jebo.2021.05.006 　

    ISSN： 0167-2681

  4. Who spent their COVID-19 stimulus payment? Evidence from personal finance software in Japan Peer-reviewed

    Michiru Kaneda, So Kubota, Satoshi Tanaka

    The Japanese Economic Review　72　(3)　409-437　2021/06/24

    Publisher: Springer Science and Business Media LLC

    DOI： 10.1007/s42973-021-00080-0 　

    ISSN： 1352-4739

    eISSN： 1468-5876

    More details Close

    Abstract In response to the COVID-19 crisis, governments worldwide have been formulating and implementing different strategies to mitigate its social and economic impacts. We study the household consumption responses to Japan’s COVID-19 unconditional cash transfer program. Owing to frequent delays in local governments’ administrative procedures, the timing of the payment to households varied unexpectedly. Using this natural experiment, we analyze households’ consumption responses to cash transfers using high-frequency data from personal finance management software that links detailed information on expenditure, income, and wealth. We construct three consumption measures: one captures the baseline marginal propensity to consume (MPC), and the other two are for the lower and the upper bound of MPC. Additionally, we explore heterogeneity in MPCs by household income, wealth, and population characteristics, as well as consumption categories. Our results show that households exhibit immediate and non-negligible positive responses in household expenditure. There is significant heterogeneity depending on various household characteristics, with liquidity constraint status being the most crucial factor, in line with the standard consumption theory. Additionally, this study provides policymakers with insights regarding targeted cash transfer programs, conditioning on labor income, and liquidity constraints.

  5. 新型コロナウイルス危機のマクロ経済分析 Invited

    So Kubota

    医療経済研究　2021

    DOI： 10.24742/jhep.2021.01 　

    ISSN： 1340-895X

  6. Real Indeterminacy of Stationary Monetary Equilibria in Centralized Economies Peer-reviewed

    Kazuya Kamiya, So Kubota, Kayuna Nakajima

    Japanese Economic Review　68　(4)　497-520　2017/12/01

    Publisher: Blackwell Publishing Ltd

    DOI： 10.1111/jere.12145 　

    ISSN： 1468-5876 1352-4739

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Misc. 9

  1. LLM-Assisted Replication as Scientific Infrastructure

    So Kubota, Hiromu Yakura, Sho Yamada, Yuki Nakamura, Tobias Werner, Samuel Coavoux

    2026/03/13

    Publisher: Center for Open Science

    DOI： 10.31235/osf.io/qtgx8_v2 　

    More details Close

    <p>Large language models (LLMs) are rapidly accelerating scientific production, from literature synthesis to automated analysis. Yet this expansion risks creating a verification gap, in which the volume of scientific claims outpaces the community’s capacity to check their reproducibility. We argue that the same LLM capabilities driving scientific output can be redirected toward scalable verification. As a demonstration, we share insights and lessons from our attempt to reproduce the core results of popular classical papers across disciplines, which yielded not only successful cases but also failures due to underspecified methodological details. This means that automated replication does not adjudicate scientific truth, but it localizes discrepancies and documentation gaps, lowering the cost of computational reproducibility checks. We thereby propose embedding LLM-assisted replication across the research lifecycle, from pre-submission quality check, journal-integrated verification, post-publication audits, to forensic reconstruction of legacy studies. To prevent misuse and preserve trust, we call for transparent standards and community governance. If institutionalized responsibly, AI can serve not only to generate science, but to scale its self-correction.</p>

  2. LLM-Assisted Replication for Quantitative Social Science

    So Kubota, Hiromu Yakura, Samuel Coavoux, Sho Yamada, Yuki Nakamura

    2026/02/04

    More details Close

    The replication crisis, the failure of scientific claims to be validated by further research, is one of the most pressing issues for empirical research. This is partly an incentive problem: replication is costly and less well rewarded than original research. Large language models (LLMs) have accelerated scientific production by streamlining writing, coding, and reviewing, yet this acceleration risks outpacing verification. To address this, we present an LLM-based system that replicates statistical analyses from social science papers and flags potential problems. Quantitative social science is particularly well-suited to automation because it relies on standard statistical models, shared public datasets, and uniform reporting formats such as regression tables and summary statistics. We present a prototype that iterates LLM-based text interpretation, code generation, execution, and discrepancy analysis, demonstrating its capabilities by reproducing key results from a seminal sociology paper. We also outline application scenarios including pre-submission checks, peer-review support, and meta-scientific audits, positioning AI verification as assistive infrastructure that strengthens research integrity.

  3. 新型コロナウイルス感染症の経済学分析 Invited

    久保田 荘, 中村 祐貴, 山田 涉生

    Precision Medicine　54-59　2025/07

  4. 今日の問題 「給付金」 科学的政策評価の意義

    久保田 荘

    月刊金融ジャーナル　2022/02

  5. 特別定額給付金はどのような家計の消費を喚起したか 銀行預金口座データによる実証分析

    久保田荘, 大西宏一郎, 遠山祐太

    経済セミナー増刊「新型コロナ危機に経済学で挑む」　2021/06

  6. コロナ禍における特別定額給付金の家計消費への影響－家計簿アプリデータを用いた実証分析－

    兼田充, 久保田荘, 田中聡史

    RIETI Special Report　2021/05/17

  7. 特別定額給付金の効果 手元資金の多寡、反応に差異

    久保田荘, 田中聡史

    日本経済新聞　2021/05/10

  8. 一律１０万円の給付金で家計消費は増えたのか

    久保田荘, 大西宏一郎, 遠山祐太

    週刊東洋経済　2021/03/13

  9. COVID-19 stimulus payments: Evidence from bank transaction data in Japan

    Koichiro Onishi, Yuta Toyama, So Kubota

    VoxEU　2021/01/27

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Presentations 58

  1. LLM-Assisted Replication as Social Science Infrastructure

    So Kubota

    AI for Social Science Research Methods Workshop, Yale Institute for Foundations of Data Science　2026/05/21

  2. Helicopter Drop, Redistribution, and Welfare in Decentralized Monetary Economy

    So Kubota

    Second Tohoku-NTU Joint Seminar, National Taiwan University　2026/03/26

  3. LLM-Assisted Replication for Statistical Research in Social Science

    So Kubota

    IAA + Soc 2026, EHESS　2026/03/02

  4. So Kubota

    So Kubota

    2026/01/27

  5. Culture, Gender, and Structural Transformation: The Case of Turkey

    So Kubota

    2025 World Congress of the Econometric Society　2025/08/18

  6. Helicopter Drop, Redistribution, and Welfare in Decentralized Monetary Economy Invited

    久保田荘

    DSGE Workshop　2025/07/12

  7. The Impact of AI on Cultural Diversity

    So Kubota

    IAA+Soc2025　2025/03/07

  8. Culture, Gender, and Structural Transformation: The Case of Turkey

    2025/01/10

  9. 日本のコロナ経済学研究のサーベイ

    久保田荘

    東京大学社会科学研究所全所的プロジェクト「COVID-19と社会科学」班、 東北大学政策デザイン研究センター共催研究会　2024/12/23

  10. フィールド実験で解き明かす夜の睡眠と昼間の社会

    久保田荘

    第18回さきがけ研究者交流会　2024/10/11

  11. フィールド実験で解き明かす夜の睡眠と昼間の社会

    久保田荘

    さきがけ「社会変革基盤」第4回領域会議　2024/09/13

  12. Evolution of the Cross-Country Income Distribution: A Dynamic Global Game Approach Invited

    RoMacS Workshop VIII マクロ動学と教育政策　2024/09/10

  13. 時間の経済学

    久保田荘

    広島大学 時間健康科学プロジェクト研究センター 研究会　2024/05/29

  14. An Analytical Model of Search and Bargaining with Divisible Money

    久保田 荘

    日本経済学会春季大会　2024/05/26

  15. マクロ経済分析におけるオルタナティブデータ活用について Invited

    久保田 荘

    第41回 大東文化大学経済シンポジウム 「マクロ経済学の最新研究─経済問題へのデータ活用の最前線─」　2023/11/17

  16. An Analytical Model of Search and Bargaining with Divisible Money Invited

    So Kubota

    Kyoto Autumn Workshop on Digitalization and Macro Prudence Policy　2023/10/18

  17. An Analytical Model of Search and Bargaining with Divisible Money

    So Kubota

    Asia-Pacific Search and Matching in Tokyo　2023/08/15

  18. An Analytical Model of Search and Bargaining with Divisible Money

    So Kubota

    Summer Workshop on Money, Banking, Payments, and Finance　2023/08/03

  19. Culture, Gender, and Structural Transformation: A Case of Turkey

    So Kubota

    2nd Asian Economic Development Conference　2023/07/15

  20. An Analytical Model of Search and Bargaining with Divisible Money

    So Kubota

    The Second Australasian Search and Matching Workshop　2023/04/15

  21. Culture, Gender, and Structural Transformation: A Case of Turkey

    So Kubota

    Asian and Australasian Society of Labour Economics 2022　2022/12/08

  22. 感染と経済の動学的一般均衡分析 Invited

    久保田 荘

    Search Theory Workshop　2021/10/14

  23. The Macroeconomics of Covid-19 Exit Strategy: The Case of Japan

    久保田 荘

    医療経済学会 第16 回研究大会　2021/09/04

  24. Culture, Gender, and Structural Transformation: A Case of Turkey

    So Kubota

    Annual Meeting of the Society of the Economics of the Household　2021/05/25

  25. COVID-19 特別セッション マクロ経済 Invited

    久保田 荘

    日本経済学会春季大会　2021/05/15

  26. コロナ危機のマクロ経済分析 Invited

    久保田 荘

    日本経済研究センター AI・ビッグデータ経済モデル研究会　2021/04/23

  27. Consumption responses to COVID-19 payments: Evidence from a natural experiment and bank account data

    久保田 荘

    第22回マクロカンファレンス　2020/12/12

  28. Consumption responses to COVID-19 payments: Evidence from a natural experiment and bank account data Invited

    So Kubota

    日本銀行調査統計局　2020/11/12

  29. COVID-19 Misperception and Macroeconomy

    So Kubota

    Summer Workshop on Economic Theory　2020/08/27

  30. Culture, Gender, and Structural Transformation: A Case of Turkey

    So Kubota

    Australian Gender Economics Workshop　2020/02/05

  31. The U.S. Child-Care Crisis: Facts, Causes, and Policies Invited

    So Kubota

    The University of Queensland, Macroeconomics Seminar　2020/02/04

  32. Culture, Gender, and Structural Transformation: A Case of Turkey

    久保田 荘

    マクロ経済学研究会　2019/12/20

  33. The U.S. Child-Care Crisis: Facts, Causes, and Policies

    久保田 荘

    青山学院大学経済研究所ワークショップ　2019/11/20

  34. Child care costs and stagnating female labor force preparation in the US

    久保田荘

    明星大学MUETEIワークショップ　2019/09/26

  35. Culture, Gender, and Structural Transformation: A Case of Turkey

    So Kubota

    2019/05/30

  36. Child care costs and stagnating female labor force preparation in the US

    2019/04

  37. A Search and Bargaining Model of Non-degenerate Distributions of Money Holdings

    久保田 荘

    2019/01/11

  38. Child Care Costs and Stagnating Female Labor Force Participation in the US Invited

    久保田 荘

    Summer Workshop on Economic Theory　2018/09

  39. Child care costs and stagnating female labor force participation in the U.S.

    久保田 荘

    慶應義塾大学応用経済学・マクロ経済学（共催）ワークショップ　2018/06/15

  40. Culture and Labor Supply: Decline in Female Market Work in Turkey

    久保田 荘

    OSIPP Economics Brownbag Seminar　2018/05/30

  41. Indeterminacy in Search Theory of Money: Bilateral vs. Multilateral Trades International-presentation

    So Kubota

    Society for Nonlinear Dynamics and Econometrics　2018/02

  42. Child Care Costs and Stagnating Female Labor Force Participation in the US International-presentation

    So Kubota

    GRIPS-KEIO Macroeconomic and Policies Workshop　2018/02

  43. Culture and Labor Supply: Decline in Female Market Work in Turkey

    久保田 荘

    Economic Theory and Policy Workshop　2018/02

  44. Child Care Costs and Stagnating Female Labor Force Participation in the US International-presentation

    So Kubota

    GRIPS-U Tokyo Workshop　2017/12

  45. Indeterminacy in Search Theory of Money: Bilateral vs. Multilateral Trades International-presentation

    久保田 荘

    東京大学ミクロ経済学ワークショップ　2017/11

  46. Child Care Costs and Stagnating Female Labor Force Participation in the US

    久保田 荘

    一橋大学マクロ金融ワークショップ　2017/10

  47. Child Care Costs and Stagnating Female Labor Force Participation in the US International-presentation Invited

    So Kubota

    Bogazici University　2017/02

  48. Child Care Costs and Stagnating Female Labor Force Participation in the US International-presentation Invited

    So Kubota

    Istanbul Technical University　2017/02

  49. Child Care Costs and Stagnating Female Labor Force Participation in the US International-presentation Invited

    久保田 荘

    Koc University　2017/02

  50. Child Care Costs and Stagnating Female Labor Force Participation in the US Invited

    久保田 荘

    東京大学マクロ経済学ワークショップ　2017/02

  51. Child Care Costs and Stagnating Female Labor Force Participation in the US International-presentation Invited

    So Kubota

    Sungkyunkwan University　2017/02

  52. Indeterminacy in Search Theory of Money: Bilateral vs. Multilateral Trades International-presentation

    So Kubota

    Summer Workshop on Money, Banking, Payments, and Finance　2014/08

  53. Indeterminacy in Search Theory of Money: Bilateral vs. Multilateral Trades

    久保田 荘

    Spring Meeting of Japanese Economic Association　2011/06

  54. Indeterminacy in Search Theory of Money: Bilateral vs. Multilateral Trades Invited

    久保田 荘

    Search Theory Workshop　2011/05

  55. Real Indeterminacy of Stationary Monetary Equilibria in Centralized Economies International-presentation Invited

    So Kubota

    International Young Economist Conference　2010/10

  56. Real Indeterminacy of Stationary Monetary Equilibria in Centralized Economies Invited

    久保田 荘

    Summer Workshop on Economic Theory　2010/08

  57. Real Indeterminacy of Stationary Monetary Equilibria in Centralized Economies Invited

    久保田 荘

    数理経済学研究会　2010/07

  58. Decentralized Trading and the Superneutrality of Money

    久保田 荘

    Search Theory Workshop　2009/06

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Research Projects 11

  1. マクロ経済動学と均衡選択：経済発展と貨幣流通への応用

    久保田 荘

    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

    2025/04/01 - 2029/03/31

  2. フィールド実験で解き明かす夜の睡眠と昼間の社会 Competitive

    久保田 荘

    Offer Organization: 科学技術振興機構

    System: 戦略的な研究開発の推進 戦略的創造研究推進事業 さきがけ

    Institution: 東北大学

    2023/10 - 2027/03

    More details Close

    ストレス過多の現代社会では、睡眠改善施策が注目されています。本研究では、夜の睡眠改善が、個人レベルで日中の行動変容に繋がり、最終的に社会全体の変動を引き起こす経路の解明を目指します。フィールド実験を行うと共に、デジタルデバイスやスマートフォンアプリを活用して多面的な生体・行動変化の記録を行い、それを医療・社会・経済の統合シミュレーションに繋げることで、マクロの社会転換を捉えます。

  3. フィールド実験で解き明かす夜の睡眠と昼間の社会

    久保田 荘

    Offer Organization: 科学技術振興機構

    Category: 戦略的な研究開発の推進/戦略的創造研究推進事業/さきがけ

    2023 - 2026

    More details Close

    ストレス過多の現代社会では、睡眠改善施策が注目されています。本研究では、夜の睡眠改善が、個人レベルで日中の行動変容に繋がり、最終的に社会全体の変動を引き起こす経路の解明を目指します。フィールド実験を行うと共に、デジタルデバイスやスマートフォンアプリを活用して多面的な生体・行動変化の記録を行い、それを医療・社会・経済の統合シミュレーションに繋げることで、マクロの社会転換を捉えます。

  4. エンターテインメントコンテンツにおける社会科学的視点に係る学術指導

    Offer Organization: NextGens

    2025/03 - 2025/08

  5. Theoretical and empirical studies on containment and economic policies under COVID-19 recession

    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: Waseda University

    2022/04 - 2025/03

  6. 貨幣取引の基礎付けと新しい金融政策モデルの構築 Competitive

    Offer Organization: 公益財団法人東京海上各務記念財団

    System: 学術の研究に対する助成

    Institution: 早稲田大学

    2022/11 - 2024/10

  7. 金融ビッグデータを利用した１０万円特別定額給付金の政策評価 Competitive

    Offer Organization: 公益財団法人日本法制学会

    System: 財政・金融・金融法制研究基金研究助成金

    Institution: 早稲田大学

    2021/04 - 2022/07

  8. Quantitative macroeconomic study on the U.S. childcare market.

    Kubota So

    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: Waseda University

    2019/04 - 2022/03

    More details Close

    In this project, I have mainly studied the macroeconomic approach on family economics. My main topic is the long-term trend of the child care market in the United States. I first find a sharp increase in the child care price in the late 1990s. I show that a massive expansion of federal and state means-tested child care subsidies, which were intended to stimulate the market, instead crowded out child care supply. A simple calibrated equilibrium model captures these effects. I also extended it to a rich life-cycle model and incorporate other taxes and benefits. Given the COVID-19 recession hit worldwide, I also started a new project about household consumption behaviors. In particular, I study the marginal propensity of consumption (MPC) to Japan’s COVID-19 unconditional cash transfer program. I used a natural experiment about the timing of transfer caused by administrative procedures. Interestingly, the MPC is almost homogeneous over family size and family type.

  9. 貨幣保有の異質性を含むサーチモデルと金融政策 Competitive

    Offer Organization: 全国銀行学術研究振興財団

    System: 研究活動に対する助成

    Category: 経済分野

    Institution: 早稲田大学政治経済学部

    2019/09 - 2021/09

  10. Macroeconomic Study on Female Employment

    Offer Organization: The Nakajima Foundation

    2011/08 - 2017/08

  11. 貨幣の存在の経済理論的基礎付 Competitive

    Offer Organization: 日本学術振興会

    System: 科学研究費助成事業

    Category: 特別研究員奨励費

    2011/04 - 2011/08

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Teaching Experience 5

  1. マクロ経済学B　早稲田大学

  2. Topics in Economics (Dynamic Stochastic General Equilibrium (DSGE) Approach to Macroeconomics)　Waseda University

  3. Macroeconomics I　Waseda University

  4. Macroeconomics for Public Policy　東京大学公共政策大学院

  5. Principles of Macroeconomics　東京大学公共政策大学院

Works 1

  1. Epidemic-Macro Model Data Base

    Masashige Hamano, Munechika Katayama, So Kubota

    2022/06 -

    Type: Database

Social Activities 7

  1. NextGens社、共同研究ベンチャー

    2025/03/01 - Present

  2. 日経学会「研究交流のためのネットワーキングおよびメンタリングセッション」メンター

    2024年春季大会

    2024/05/26 - 2024/05/26

  3. 感染と経済の中長期展望

    Covid-19と経済活動 Zoom説明会の動画

    2021/09/07 - 2021/09/07

  4. 新型コロナウイルス感染症対策分科会

    2021/02/09 - 2021/02/09

  5. Guest Lecture, Economic Analysis of Pandemics, University of Tokyo,

    2026/04/27 -

  6. Special Lecture, National Taipei University of Business

    2026/03/24 -

  7. 拓殖大学経済政策論講演

    2024/07/02 -

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Media Coverage 15

  1. NHKスペシャル「検証コロナ予算77兆円」

    NHK

    2021/12/29

    Type: TV or radio program

  2. バラマキか起爆剤か？ イカキングが問う財政出動の検証

    日経ヴェリタス

    2021/11/29

    Type: Newspaper, magazine

  3. コロナ政策 バランス考慮を

    日本経済新聞

    2021/10/19

    Type: Newspaper, magazine

  4. ワクチン接種が行き渡った後に避けられない難題

    東洋経済オンライン

    2021/09/13

    Type: Internet

  5. 10万円給付、困窮家計に効果高く、コロナと闘う経済学 若手研究者に聞く（3）

    日本経済新聞

    2021/06/23

    Type: Newspaper, magazine

  6. コロナ分析、深化と活用進む

    日本経済新聞

    2021/06/21

    Type: Newspaper, magazine

  7. 「1人10万円」検証は十分か

    日本経済新聞

    2021/05/06

    Type: Newspaper, magazine

  8. 新型コロナ：新型コロナ １０万円給付金、７割貯蓄に 家計簿アプリで２３万人分析

    毎日新聞

    2021/04/27

    Type: Newspaper, magazine

  9. １０万円給付金 ７割が貯蓄に／日豪の研究チーム分析

    河北新報

    2021/04/25

    Type: Newspaper, magazine

  10. 1人10万円給付、いくら使われた？

    朝日新聞

    2021/04/22

    Type: Newspaper, magazine

  11. 10万円給付、0.6万~2.7万円が支出に 家計簿アプリ分析

    日本経済新聞

    2021/04/14

    Type: Newspaper, magazine

  12. 知事命令、違反者に過料 「まん延防止措置」、消毒環境整備など 政令閣議決定

    朝日新聞

    2021/02/10

    Type: Newspaper, magazine

  13. 土記：経済学のコロナ予測

    毎日新聞

    2021/02/06

    Type: Newspaper, magazine

  14. It's been falling for two decades, but is this the cause? Female labour force participation in the US

    The World Economic Forum

    2016/12/02

    Type: Internet

  15. The child care economy

    The Washington Center for Equitable Growth　The Washington Center for Equitable Growth

    Type: Internet

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