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A Study on Reliable Regional Tourism Statistics Using Data Fusion Technique

Research Project

Project/Area Number 20H04436
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Review Section Basic Section 80020:Tourism studies-related
Research InstitutionTokyo Metropolitan University

Principal Investigator

Shimizu Tetsuo  東京都立大学, 都市環境科学研究科, 教授 (40272679)

Co-Investigator(Kenkyū-buntansha) 矢部 直人  東京都立大学, 都市環境科学研究科, 准教授 (10534068)
兵藤 哲朗  東京海洋大学, 学術研究院, 教授 (40218748)
杉本 興運  東洋大学, 国際観光学部, 准教授 (40743092)
小笠原 悠  東京都立大学, 都市環境科学研究科, 助教 (40809844)
片桐 由希子  金沢工業大学, 工学部, 准教授 (50508190)
大平 悠季  東京都立大学, 都市環境科学研究科, 助教 (60777994)
日原 勝也  東京都立大学, 都市環境科学研究科, 教授 (70526673)
栗原 剛  東洋大学, 国際観光学部, 教授 (80610344)
Project Period (FY) 2020-04-01 – 2023-03-31
Project Status Completed (Fiscal Year 2023)
Budget Amount *help
¥17,160,000 (Direct Cost: ¥13,200,000、Indirect Cost: ¥3,960,000)
Fiscal Year 2022: ¥3,900,000 (Direct Cost: ¥3,000,000、Indirect Cost: ¥900,000)
Fiscal Year 2021: ¥6,890,000 (Direct Cost: ¥5,300,000、Indirect Cost: ¥1,590,000)
Fiscal Year 2020: ¥6,370,000 (Direct Cost: ¥4,900,000、Indirect Cost: ¥1,470,000)
Keywords観光統計・データ / データ活用方法 / 観光施策・事業評価 / 地域観光統計整備 / 位置情報ビッグデータ / データフュージョン
Outline of Research at the Start

本研究は,狭域DMOの施策・事業立案に役立つ解像度の観光統計・データを整備する方法論を提示することを目指し,延べ宿泊数データに特化し,国家観光統計,民間データ企業の滞在人口分布データ,およびWifiパケットセンサーデータなどを組み合わせて,観光地内の属性別延べ宿泊者数をできるだけ細かい時空間解像度で推計する方法を開発する.その際,DMOの施策・事業ニーズを徹底的に洗い出し,その評価に必要な指標データと推計方法のPorto Folioを提示する.本研究は,世界の観光統計研究に新しい視点と大きなインパクトを与え,DMOのデータ利活用人材層の強化・育成にも貢献する.

Outline of Final Research Achievements

This study aims to provide fundamental proposals for the development and utilization of tourism statistics and data that are useful for the planning and implementation of policies and projects by Destination Management Organizations (DMOs). It consists of six sub-research themes: (1) a methodological study on the evaluation of regional tourism policies using accommodation-related statistics, (2) research on short-term forecasting techniques for the human mobility in regions, (3) research on new ideas to utilize big data on the human mobility toward implementing national and regional tourism policies, (4) research on understanding changes in consumer behavior and industrial damage caused by COVID-19 using credit card transaction data, (5) research on the ripple effects of tourism promotion on the regional economy, and (6) research related to the database construction of information on tourism resources and event implementation.

Academic Significance and Societal Importance of the Research Achievements

DMOの施策・事業立案に役立つ観光統計・データ整備とその活用方法を複数の視点から提案することができた.特に,地域の旅行・観光動向を把握し,観光関連施策の評価をするために,滞在人口ビッグデータを使用することの有効性を確認することができた点は,大きな学術的意義と社会的意義であると考えている.

Report

(4 results)
  • 2023 Final Research Report ( PDF )
  • 2022 Annual Research Report
  • 2021 Annual Research Report
  • 2020 Annual Research Report
  • Research Products

    (20 results)

All 2024 2023 2022 2021 2020

All Journal Article (12 results) (of which Int'l Joint Research: 3 results,  Open Access: 8 results,  Peer Reviewed: 8 results) Presentation (8 results) (of which Int'l Joint Research: 5 results)

  • [Journal Article] A STUDY ON EVALUATION OF EFFECTIVENESS OF REMOTE ISLAND DEVELOPMENT POLICIES-CASE STUDY OF LODGING POLICY2024

    • Author(s)
      唐 銘陽, 栗原 剛
    • Journal Title

      Japanese Journal of JSCE

      Volume: 80 Issue: 2 Pages: n/a

    • DOI

      10.2208/jscejj.22-00354

    • ISSN
      2436-6021
    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Attention-based Contextual Multi-View Graph Convolutional Networks for Short-term Population Prediction2023

    • Author(s)
      久保田 祐輝、大平 悠季、清水 哲夫
    • Journal Title

      情報処理学会論文誌

      Volume: 64 Issue: 1 Pages: 189-199

    • DOI

      10.20729/00223423

    • ISSN
      1882-7764
    • Year and Date
      2023-01-15
    • Related Report
      2022 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Urban-rural disparities in travel flow due to the impact of the COVID-19 pandemic2023

    • Author(s)
      矢部 直人、田中 健斗、清水 哲夫
    • Journal Title

      Proceedings of the General Meeting of the Association of Japanese Geographers

      Volume: 2023s Issue: 0 Pages: 107

    • DOI

      10.14866/ajg.2023s.0_107

    • Related Report
      2022 Annual Research Report
    • Open Access
  • [Journal Article] National Trends in Live Entertainment in Terms of the Spatio-temporal Distribution of Events2023

    • Author(s)
      杉本 興運
    • Journal Title

      The Tourism Studies

      Volume: 34 Issue: 2 Pages: 29-47

    • DOI

      10.18979/jitr.34.2_29

    • ISSN
      1342-0208, 2189-7530
    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] 旅行需要喚起政策の効果に関する考察-九州ふっこう割とGo Toトラベルとの比較を通じて-2022

    • Author(s)
      栗原 剛
    • Journal Title

      2022年度日本交通学会研究報告会予稿集

      Volume: 1 Pages: 1-1

    • Related Report
      2022 Annual Research Report
  • [Journal Article] 新型コロナウイルス感染症が宿泊業に与えた影響に関する研究-2020年コロナ禍初期における宿泊需要の落ち込みと回復に着目して-2022

    • Author(s)
      栗原剛,永井克郎,山地秀幸,新藤宏聡
    • Journal Title

      New ESRI Working Paper,内閣府経済社会総合研究所

      Volume: 64 Pages: 1-21

    • Related Report
      2022 Annual Research Report
  • [Journal Article] Tourism-led economic contribution, interregional repercussion effects, and intersectoral propagation activities in Tokyo Metropolitan2022

    • Author(s)
      Oscar Tiku, Tetsuo Shimizu
    • Journal Title

      Journal of Economic Structures

      Volume: 11 Issue: 1 Pages: 1-26

    • DOI

      10.1186/s40008-022-00278-4

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Accommodation statistics: the current issues and an innovation2021

    • Author(s)
      Van Truong Nguyen、Shimizu Tetsuo、Kurihara Takeshi、Choi Sunkyung
    • Journal Title

      Current Issues in Tourism

      Volume: 24 Issue: 11 Pages: 1-17

    • DOI

      10.1080/13683500.2021.1978951

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] A Literature Review on Interactions Between Stakeholders Through Accessibility Indicators Under Mobility as a Service Context2021

    • Author(s)
      PHAM Hoang Duy、Shimizu Tetsuo、NGUYEN Truong Van
    • Journal Title

      International Journal of Intelligent Transportation Systems Research

      Volume: 19 Issue: 2 Pages: 468-476

    • DOI

      10.1007/s13177-021-00257-2

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Attention-based Contextual Multi-View Graph Convolutional Networks for Short-term Population Prediction2021

    • Author(s)
      Kubota, Y., Ohira, Y. and Shimizu, T.
    • Journal Title

      UrbComp2021

      Volume: 1 Pages: 1-10

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Generating reliable tourist accommodation statistics: Bootstrapping regression model for overdispersed long-tailed data2020

    • Author(s)
      Nguyen, V. T., Shimizu, T., Kurihara, T. and Choi, S.
    • Journal Title

      Journal of Tourism, Heritage & Services Marketing

      Volume: 6 Pages: 30-37

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] 新型コロナウィルス感染症拡大期における観光集客地点滞在人口の分析2020

    • Author(s)
      小早川駿,清水哲夫,Wu, L.
    • Journal Title

      土木計画学研究・講演集

      Volume: 61 Pages: 1-8

    • Related Report
      2020 Annual Research Report
  • [Presentation] 新型コロナウイルス感染症の影響による大都市圏と地方の旅行流動に関する地域差2023

    • Author(s)
      矢部 直人、田中 健斗、清水 哲夫
    • Organizer
      2023年度日本地理学会春季学術大会
    • Related Report
      2022 Annual Research Report
  • [Presentation] 旅行需要喚起政策の効果に関する考察-九州ふっこう割とGo Toトラベルとの比較を通じて-2022

    • Author(s)
      栗原 剛
    • Organizer
      2022年度日本交通学会研究報告会
    • Related Report
      2022 Annual Research Report
  • [Presentation] Development of Accommodation Statistics for Small Regions: Case of Japanese Destination Management Organizations (DMOs)2022

    • Author(s)
      Shimizu, T. and Nguyen, V. T.
    • Organizer
      Travel and Tourism Research Association: Advancing Tourism Research Globally
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Sample size and population total estimation of count data: Application in tourism statistics2021

    • Author(s)
      Nguyen, V. T. and Shimizu, T.
    • Organizer
      TOURMAN 2021
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Covid-19 pandemic and policy responses: Economic impacts from perspectives of the tourism industry2021

    • Author(s)
      Nguyen, V. T. and Shimizu, T.
    • Organizer
      TOURMAN 2021
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Analysis of transport supply-demand gaps in rural tourism areas2021

    • Author(s)
      PHAM, D. H., Shimizu, T. and Nguyen, V.
    • Organizer
      14th International Conference of Eastern Asia Society for Transportation Studies
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Attention-based Contextual Multi-View Graph Convolutional Networks for Short-term Population Prediction2021

    • Author(s)
      Kubota, Y., Ohira, Y. and Shimizu, T.
    • Organizer
      UrbComp2021
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 新型コロナウィルス感染症拡大期における観光集客地点滞在人口の分析2020

    • Author(s)
      小早川駿,清水哲夫,Wu, L.
    • 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: 2025-01-30  

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