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A study on urban spatial structure and female labor force participation using GIS and spatial statistics tools

Research Project

Project/Area Number 16K13363
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeMulti-year Fund
Research Field Economic policy
Research InstitutionKeio University

Principal Investigator

KAWABATA Mizuki  慶應義塾大学, 経済学部(三田), 教授 (60375425)

Research Collaborator ABE Yukiko  
Project Period (FY) 2016-04-01 – 2019-03-31
Project Status Completed (Fiscal Year 2018)
Budget Amount *help
¥2,990,000 (Direct Cost: ¥2,300,000、Indirect Cost: ¥690,000)
Fiscal Year 2018: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2017: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2016: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Keywords経済政策 / 女性就業 / 地理情報システム(GIS) / 空間統計 / 地理情報システム(GIS)
Outline of Final Research Achievements

We examine spatial disparities in female participation in the labor market using geographic information systems (GIS) and spatial statistics. The spatial patterns differ markedly by marital status and the presence of children. For married mothers, the spatial clusters of low participation and regular employment rates are largely located in the inner suburbs, many of which overlap with the spatial clusters of long male commute times. The spatial regression results indicate that for married mothers, a longer commute time is significantly associated with lower participation and regular employment rates. Among married mothers, highly educated mothers are especially sensitive to commute times. Our findings suggest that implementing policies, which alleviate commuting constraints, could help women with children participate more actively in the labor market.

Academic Significance and Societal Importance of the Research Achievements

女性就業の地域差の研究が国内外で活発になっているが、既存研究の多くは都市圏や都道府県、郡レベルの分析である。本研究は、比較的詳細な空間単位を用いて分析することにより、都市圏内でも女性就業の地域差は大きく、その空間パターンは配偶関係および子供の有無により顕著に異なることを明らかにした。また、男性の通勤時間との関係を解明したことで、女性就業の地域差とその要因についての新しい知見および政策インプリケーションを提供した。分析においては、発達著しいGISと空間統計を活用し、それらの応用事例を示した研究としても意義がある。

Report

(4 results)
  • 2018 Annual Research Report   Final Research Report ( PDF )
  • 2017 Research-status Report
  • 2016 Research-status Report
  • Research Products

    (16 results)

All 2018 2017 2016

All Journal Article (4 results) (of which Peer Reviewed: 1 results,  Open Access: 2 results,  Acknowledgement Compliant: 1 results) Presentation (10 results) (of which Int'l Joint Research: 1 results,  Invited: 3 results) Book (2 results)

  • [Journal Article] Intra-metropolitan spatial patterns of female labor force participation and commute times in Tokyo2018

    • Author(s)
      Kawabata, M., Abe, Y.
    • Journal Title

      Regional Science and Urban Economics

      Volume: 68 Pages: 291-303

    • DOI

      10.1016/j.regsciurbeco.2017.11.003

    • NAID

      120006416024

    • Related Report
      2017 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] 保育所アクセスと母親の希望就業:東京の事例2017

    • Author(s)
      河端瑞貴
    • Journal Title

      季刊 住宅土地経済

      Volume: 105 Pages: 10-18

    • NAID

      40021250622

    • Related Report
      2017 Research-status Report
  • [Journal Article] 保育所需給の空間ミスマッチ-東京23区の事例-2017

    • Author(s)
      河端瑞貴
    • Journal Title

      都市住宅学

      Volume: 96 Pages: 9-12

    • NAID

      130007384824

    • Related Report
      2016 Research-status Report
  • [Journal Article] Spatial dimensions of intra-metropolitan disparities in commuting time and female labor force participation2016

    • Author(s)
      Kawabata, M., Abe, Y.
    • Journal Title

      Keio-IES Discussion Paper Series

      Volume: DP2016-024 Pages: 1-32

    • Related Report
      2016 Research-status Report
    • Open Access / Acknowledgement Compliant
  • [Presentation] 全国の母子世帯の居住集積およびその経年変化2018

    • Author(s)
      安部由起子・河端瑞貴・柴辻優樹
    • Organizer
      CSIS DAYS 2018 全国共同利用研究発表大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 東京都の母子世帯の居住パターンと公営住宅2018

    • Author(s)
      柴辻優樹・河端瑞貴
    • Organizer
      CSIS DAYS 2018 全国共同利用研究発表大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 母子世帯のレジデンシャル・セグリゲーション2018

    • Author(s)
      安部由起子・河端瑞貴・柴辻優樹
    • Organizer
      第27回地理情報システム学会研究発表大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] Spatial dimensions of intra-metropolitan disparities in female labor force participation and commute times2017

    • Author(s)
      河端瑞貴・安部由起子
    • Organizer
      日本経済学会
    • Related Report
      2017 Research-status Report
  • [Presentation] Intra-metropolitan disparities in female labor force participation and commute times2017

    • Author(s)
      Kawabata, M., Abe, Y.
    • Organizer
      The 11th World Conference of the Spatial Econometrics Association
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] Spatial dimensions of intra-metropolitan disparities in commuting time and female labor force participation in Tokyo2017

    • Author(s)
      河端瑞貴・安部由起子
    • Organizer
      応用経済学ワークショップ
    • Place of Presentation
      慶應義塾大学(東京都港区)
    • Related Report
      2016 Research-status Report
  • [Presentation] Spatial dimensions of intra-metropolitan disparities in commuting time and female labor force participation in Tokyo2017

    • Author(s)
      河端瑞貴・安部由起子
    • Organizer
      Policy Modeling Workshop
    • Place of Presentation
      政策研究大学院大学(東京都港区)
    • Related Report
      2016 Research-status Report
    • Invited
  • [Presentation] Childcare access and employment among women with preschool-aged children in Tokyo2016

    • Author(s)
      河端瑞貴
    • Organizer
      住宅経済研究会
    • Place of Presentation
      東京国際フォーラム(東京都千代田区)
    • Related Report
      2016 Research-status Report
    • Invited
  • [Presentation] 不動産市場分析におけるGISの活用法2016

    • Author(s)
      河端瑞貴
    • Organizer
      不動産経済分析研究会
    • Place of Presentation
      不動産適正取引推進機構(東京都港区)
    • Related Report
      2016 Research-status Report
    • Invited
  • [Presentation] Intra-metropolitan disparities in commuting time and female labor force participation in Tokyo2016

    • Author(s)
      河端瑞貴・安部由起子
    • Organizer
      応用地域学会研究発表大会
    • Place of Presentation
      神戸大学(兵庫県神戸市)
    • Related Report
      2016 Research-status Report
  • [Book] 経済・政策分析のためのGIS入門2:空間統計ツールと応用 ArcGIS Pro 対応2018

    • Author(s)
      河端瑞貴(編著)
    • Total Pages
      120
    • Publisher
      古今書院
    • ISBN
      9784772231893
    • Related Report
      2018 Annual Research Report
  • [Book] 経済・政策分析のためのGIS入門 1:基礎 ArcGIS Pro対応2018

    • Author(s)
      河端瑞貴
    • Total Pages
      144
    • Publisher
      古今書院
    • ISBN
      9784772231886
    • Related Report
      2018 Annual Research Report

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Published: 2016-04-21   Modified: 2020-03-30  

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