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Ex-post evaluation of transportation infrastructure investments using a causal inference approach

Research Project

Project/Area Number 20H02274
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Review Section Basic Section 22050:Civil engineering plan and transportation engineering-related
Research InstitutionKobe University

Principal Investigator

OTAZAWA Toshimori  神戸大学, 工学研究科, 教授 (30374987)

Co-Investigator(Kenkyū-buntansha) 多々納 裕一  京都大学, 防災研究所, 教授 (20207038)
瀬谷 創  神戸大学, 工学研究科, 准教授 (20584296)
小池 淳司  神戸大学, 工学研究科, 教授 (60262747)
大平 悠季  東京都立大学, 都市環境科学研究科, 助教 (60777994)
Project Period (FY) 2020-04-01 – 2023-03-31
Project Status Completed (Fiscal Year 2022)
Budget Amount *help
¥10,140,000 (Direct Cost: ¥7,800,000、Indirect Cost: ¥2,340,000)
Fiscal Year 2022: ¥2,730,000 (Direct Cost: ¥2,100,000、Indirect Cost: ¥630,000)
Fiscal Year 2021: ¥3,380,000 (Direct Cost: ¥2,600,000、Indirect Cost: ¥780,000)
Fiscal Year 2020: ¥4,030,000 (Direct Cost: ¥3,100,000、Indirect Cost: ¥930,000)
Keywordsストック効果 / 交通基盤整備 / 統計的因果推論 / EBPM / 公共事業評価
Outline of Research at the Start

社会資本整備のマネジメントサイクルの確立に向けて,事後評価の充実が重要な課題の1つに挙げられる.事後評価では,ストック効果の発現状況を多面的に捉え,統計データを有効に活用しながら,可能な限り定量的・客観的に効果を把握することが求められる.本研究では,統計的因果推論アプローチに基づいた,交通インフラ・ストック効果の計測手法を開発し,事後評価への適用に向けた検討を行う.

Outline of Final Research Achievements

To establish a management cycle of infrastructure development, the improvement of ex-post evaluation is an important issue. In this study, we develop a method for measuring transportation infrastructure stock effect based on the statistical causal inference approach and examine its application to ex-post evaluation. First, through a comprehensive review of related studies, we summarize the issues for the establishment of stock effect measurement methods. Then, we propose a causal effect estimation method based on the instrumental variable approach for the development of Japan's expressway network. In addition, we focus on the spatial extent and heterogeneity of the stock effect, and develop and improve estimation methods based on the difference-in-differences approach. Finally, we organize and systematize our findings toward the realization of evidence-based ex-post evaluation.

Academic Significance and Societal Importance of the Research Achievements

国土交通行政においては費用便益分析の実施が制度化され,事業効果の定量的評価が従前より行われてきたものの,完了後に実際に発現した効果について計測し,事後的に検証する作業はこれまで十分には行われてこなかった.政策効果の最大化に向けては,統計等データを用いた事実・課題の把握,政策効果の予測・測定・評価による政策の改善といったマネジメントサイクルの確立が必要である.本研究の成果は,インフラ・ストック効果の計測技術の向上をもたらす上,事後評価の充実を通じて交通インフラ整備のマネジメントサイクルの確立に大きく貢献するものであり,学術的にも社会的にも大きな意義を持つ.

Report

(4 results)
  • 2022 Annual Research Report   Final Research Report ( PDF )
  • 2021 Annual Research Report
  • 2020 Annual Research Report
  • Research Products

    (29 results)

All 2022 2021 2020

All Journal Article (23 results) (of which Int'l Joint Research: 2 results,  Peer Reviewed: 18 results,  Open Access: 9 results) Presentation (6 results)

  • [Journal Article] Study on determinants of inter-municipal migration by using Partial Least Squares Regression2022

    • Author(s)
      Otazawa Toshimori、Kashoji Takuma
    • Journal Title

      Journal of the City Planning Institute of Japan

      Volume: 57 Issue: 3 Pages: 1140-1147

    • DOI

      10.11361/journalcpij.57.1140

    • ISSN
      0916-0647, 2185-0593
    • Year and Date
      2022-10-25
    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] 高速道路網整備がもたらす因果効果の推定:戦時下の道路計画を用いた操作変数アプローチ2022

    • Author(s)
      石川遼,足立理子,井上隆太郎,織田澤利守
    • Journal Title

      土木計画学研究発表会・講演集

      Volume: 65

    • Related Report
      2022 Annual Research Report
  • [Journal Article] Spatial Regression in the Presence of a Hierarchical Transportation Network: Application to Land Price Analysis2022

    • Author(s)
      Murakami Daisuke、Seya Hajime
    • Journal Title

      Frontiers in Sustainable Cities

      Volume: 4 Pages: 905-967

    • DOI

      10.3389/frsc.2022.905967

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] 無電柱化による地代上昇と便益:3次元景観の観点から2022

    • Author(s)
      石郷岡 昇汰、河野 達仁、瀬谷 創
    • Journal Title

      Research for Transport Policy

      Volume: 2022 Issue: 0 Pages: 28-29

    • DOI

      10.20717/retrapjp.2022.0_28

    • ISSN
      2758-4186
    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] THE IMPACT OF HIGHWAYS ON REGIONAL EMPLOYMENT AND ESTABLISHMENTS’ LOCATION: EVIDENCE FROM JAPAN2021

    • Author(s)
      OTAZAWA Toshimori、MOROHASHI Katsuhiko、YOKOYAMA Shodai
    • Journal Title

      Journal of Japan Society of Civil Engineers, Ser. D3 (Infrastructure Planning and Management)

      Volume: 77 Issue: 2 Pages: 52-61

    • DOI

      10.2208/jscejipm.77.2_52

    • NAID

      130008028098

    • ISSN
      2185-6540
    • Related Report
      2021 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 高速道路ネットワーク整備が都市雇用圏の地価に及ぼす因果効果の推定2021

    • Author(s)
      織田澤利守,足立理子,佐藤啓輔,小池淳司
    • Journal Title

      土木計画学研究発表会・講演集

      Volume: 63 Pages: 76-3

    • Related Report
      2021 Annual Research Report
  • [Journal Article] Verification of Zone-30-policy effect on accident reduction using propensity score matching method for multiple treatments2021

    • Author(s)
      Hajime Seya, Kazuki Yoshida, and Satoru Inoue
    • Journal Title

      Case Studies on Transport Policy

      Volume: - Issue: 2 Pages: 693-702

    • DOI

      10.1016/j.cstp.2021.03.007

    • NAID

      120007097079

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Identification of the geographical extent of an area benefiting from a transportation project: A generalized synthetic control2021

    • Author(s)
      Kunimi Takara、Seya Hajime
    • Journal Title

      Journal of Transport and Land Use

      Volume: 14 Issue: 1 Pages: 25-45

    • DOI

      10.5198/jtlu.2021.1784

    • NAID

      120007162586

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Urban Esthetic Benefits of Undergrounding Utility Lines in Consideration of the Three-Dimensional Landscape.2021

    • Author(s)
      Ishigooka, S., Kono, T., Seya, H.
    • Journal Title

      Sustainability

      Volume: 13(24), 14023. Issue: 24 Pages: 14023-14023

    • DOI

      10.3390/su132414023

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] 空間的応用一般均衡分析による高規格幹線道路整備の長期ストック効果の年代別考察2021

    • Author(s)
      小俣 元美,原野 崇,佐藤 啓輔,横山 楓,片山 慎太朗,定金 乾一郎,小池 淳司
    • Journal Title

      土木計画学研究発表会・講演集

      Volume: 64 Pages: 12-1

    • Related Report
      2021 Annual Research Report
  • [Journal Article] Modelling post-disaster recovery process of industrial sectors: A case study of 2016 Kumamoto earthquakes2021

    • Author(s)
      Liu Huan、Tatano Hirokazu、Kajitani Yoshio、Yang Yongsheng
    • Journal Title

      International Journal of Disaster Risk Reduction

      Volume: 61 Pages: 102385-102385

    • DOI

      10.1016/j.ijdrr.2021.102385

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] MEASURING THE VALUE OF FREIGHT TRAVEL TIME SAVINGS USING A SPATIAL COMPUTABLE GENERAL EQUILIBRIUM MODEL2021

    • Author(s)
      KOIKE Atsushi、TAKAMURA Nozomu、YAMAZAKI Masato、OTAZAWA Toshimori
    • Journal Title

      Journal of Japan Society of Civil Engineers, Ser. D3 (Infrastructure Planning and Management)

      Volume: 76 Issue: 5 Pages: I_507-I_514

    • DOI

      10.2208/jscejipm.76.5_I_507

    • NAID

      130008027983

    • ISSN
      2185-6540
    • Related Report
      2020 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 企業データを用いた地域高規格道路整備の因果効果推定2020

    • Author(s)
      中村温樹・田上貴士・織田澤利守
    • Journal Title

      土木計画学研究・講演集

      Volume: 62 Pages: 21-05

    • Related Report
      2020 Annual Research Report
  • [Journal Article] 鉄道の相互直通運転が沿線地価に及ぼす影響の分析2020

    • Author(s)
      中野佑亮・織田澤利守
    • Journal Title

      土木計画学研究・講演集

      Volume: 61 Pages: 52-3

    • Related Report
      2020 Annual Research Report
  • [Journal Article] INFLUENCE OF SAMPLING DESIGN ON THE COMPOSED OPINIONS OF RESIDENTS OBTAINED THROUGH DECOMPOSITION SURVEY METHOD2020

    • Author(s)
      AOKI Shunta, OZAKI Rizumu、OTAZAWA Toshimori、KITA Hideyuki
    • Journal Title

      Journal of Japan Society of Civil Engineers, Ser. D3 (Infrastructure Planning and Management)

      Volume: 75 Issue: 6 Pages: I_57-I_68

    • DOI

      10.2208/jscejipm.75.6_I_57

    • NAID

      130007829531

    • ISSN
      2185-6540
    • Related Report
      2020 Annual Research Report
    • Peer Reviewed
  • [Journal Article] AN EMPIRICAL ANALYSIS ON DECOMPOSITION SURVEY METHOD FOR SOCIAL CHOICE BASED ON PUBLIC JUDGMENT2020

    • Author(s)
      OZAKI Rizumu、OTAZAWA Toshimori、KITA Hideyuki
    • Journal Title

      Journal of Japan Society of Civil Engineers, Ser. D3 (Infrastructure Planning and Management)

      Volume: 75 Issue: 6 Pages: I_69-I_82

    • DOI

      10.2208/jscejipm.75.6_I_69

    • NAID

      130007829540

    • ISSN
      2185-6540
    • Related Report
      2020 Annual Research Report
    • Peer Reviewed
  • [Journal Article] MAXIMIZATION POLICY OF STOCK EFFECT FOR ROAD NETWORK DEVELOPMENT BY USING SCGE MODEL2020

    • Author(s)
      SATO Keisuke、KOIKE Atsushi
    • Journal Title

      Journal of Japan Society of Civil Engineers, Ser. D3 (Infrastructure Planning and Management)

      Volume: 76 Issue: 2 Pages: 114-127

    • DOI

      10.2208/jscejipm.76.2_114

    • NAID

      130007844786

    • ISSN
      2185-6540
    • Related Report
      2020 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A PROBLEM OF SECTORAL CLASSIFICATION IN MULTI-SECTOR SCGE MODEL WITH ICEBERG TRANSPORTATION COST MODEL2020

    • Author(s)
      YAMAZAKI Masato、SEGI Shunsuke、ISHIKURA Tomoki、KOIKE Atsushi
    • Journal Title

      Journal of Japan Society of Civil Engineers, Ser. D3 (Infrastructure Planning and Management)

      Volume: 76 Issue: 2 Pages: 91-99

    • DOI

      10.2208/jscejipm.76.2_91

    • NAID

      130007844780

    • ISSN
      2185-6540
    • Related Report
      2020 Annual Research Report
    • Peer Reviewed
  • [Journal Article] CONSIDERATION OF MODELING FREIGHT TRANSPORTATION COST IN COMPUTABLE GENERAL EQUILIBRIUM FRAMEWORK2020

    • Author(s)
      瀬木 俊輔, 山崎 雅人, 石倉 智樹, 小池 淳司
    • Journal Title

      Journal of Japan Society of Civil Engineers, Ser. D3 (Infrastructure Planning and Management)

      Volume: 76 Issue: 2 Pages: 72-90

    • DOI

      10.2208/jscejipm.76.2_72

    • NAID

      130007844781

    • ISSN
      2185-6540
    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] EDITORIAL: FRONTIER OF SPATIAL COMPUTABLE GENERAL EQUILIBRIUM ANALYSIS IN THE INFRASTRUCTURE PLANNING AND MANAGEMENT2020

    • Author(s)
      ISHIKURA Tomoki、KOIKE Atsushi
    • Journal Title

      Journal of Japan Society of Civil Engineers, Ser. D3 (Infrastructure Planning and Management)

      Volume: 76 Issue: 2 Pages: 63-71

    • DOI

      10.2208/jscejipm.76.2_63

    • NAID

      130007844812

    • ISSN
      2185-6540
    • Related Report
      2020 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Spatial unconditional quantile regression: Application to Japanese parking price data2020

    • Author(s)
      Hajime Seya, Kay W. Axhausen, Makoto Chikaraishi
    • Journal Title

      The Annals of Regional Science

      Volume: - Issue: 2 Pages: 351-402

    • DOI

      10.1007/s00168-020-00987-3

    • NAID

      120006884214

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] RELATIONSHIPS BETWEEN PEDESTRIAN FLOW AND SPATIAL CONFIGURATIONS BASED ON STRUCTURES OF STREET NETWORKS AND LAND USE CHARACTERISTICS IN CITY CENTERS2020

    • Author(s)
      大平 悠季, 中村 茉樹, 福山 敬, 桑野 将司
    • Journal Title

      Journal of Japan Society of Civil Engineers, Ser. D3 (Infrastructure Planning and Management)

      Volume: 75 Issue: 6 Pages: I_317-I_327

    • DOI

      10.2208/jscejipm.75.6_I_317

    • NAID

      130007829541

    • ISSN
      2185-6540
    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] A POPULATION PROJECTION FOR MUNICIPALITIES IN JAPAN CONSIDERING THE SCENARIOS OF SHARED SOCIOECONOMIC PATHWAYS2020

    • Author(s)
      中野 一慶, 吉田 護, 多々納 裕一
    • Journal Title

      Journal of Japan Society of Civil Engineers, Ser. D3 (Infrastructure Planning and Management)

      Volume: 75 Issue: 6 Pages: I_219-I_229

    • DOI

      10.2208/jscejipm.75.6_I_219

    • NAID

      130007829529

    • ISSN
      2185-6540
    • Related Report
      2020 Annual Research Report
    • Peer Reviewed
  • [Presentation] 都市間高速道路整備効果の異質性に関するパネルデータ分析2022

    • Author(s)
      井上隆太郎,織田澤利守
    • Organizer
      土木学会関西支部年次学術講演会
    • Related Report
      2022 Annual Research Report
  • [Presentation] 部分的最小二乗回帰を用いた地域間人口移動要因の分析2022

    • Author(s)
      嘉祥寺巧真,織田澤利守
    • Organizer
      土木学会関西支部年次学術講演会
    • Related Report
      2022 Annual Research Report
  • [Presentation] 高速道路ネットワーク整備が都市雇用圏の地価に及ぼす因果効果の推定2021

    • Author(s)
      織田澤利守,足立理子,佐藤啓輔,小池淳司
    • Organizer
      第63回土木計画学研究発表会
    • Related Report
      2021 Annual Research Report
  • [Presentation] Self-driving cars, agglomeration economies and urban spatial structure2021

    • Author(s)
      Toshimori Otazawa
    • Organizer
      The 1st Conference on Asian Inclusive Smart Cities in the Post Covid 19 Arena
    • Related Report
      2021 Annual Research Report
  • [Presentation] 企業データを用いた地域高規格道路整備の因果効果推定2020

    • Author(s)
      中村温樹・田上貴士・織田澤利守
    • Organizer
      第62回土木計画学研究発表会
    • Related Report
      2020 Annual Research Report
  • [Presentation] 鉄道の相互直通運転が沿線地価に及ぼす影響の分析2020

    • Author(s)
      中野佑亮・織田澤利守
    • Organizer
      第61回土木計画学研究発表会
    • Related Report
      2020 Annual Research Report

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Published: 2020-04-28   Modified: 2024-01-30  

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