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Development of Dynamic Mode Choice Models Using Stated Preference Panel Data

Research Project

Project/Area Number 05650508
Research Category

Grant-in-Aid for General Scientific Research (C)

Allocation TypeSingle-year Grants
Research Field 交通工学・国土計画
Research InstitutionHIROSHIMA UNIVERSITY

Principal Investigator

SUGIE Yoriyasu  Hiroshima Univ.Graduate School for International Development and Cooperation, Professor, 大学院・国際協力研究科, 教授 (70034410)

Co-Investigator(Kenkyū-buntansha) IMADA Hirofumi  Hiroshima Univ.Fac.of Eng, Research Assistant, 工学部, 助手 (80093730)
FUJIWARA Akimasa  Hiroshima Univ.Graduate School for International Development and Cooperation, As, 大学院・国際協力研究科, 助教授 (50181409)
Project Period (FY) 1993 – 1994
Project Status Completed (Fiscal Year 1994)
Budget Amount *help
¥2,100,000 (Direct Cost: ¥2,100,000)
Fiscal Year 1994: ¥600,000 (Direct Cost: ¥600,000)
Fiscal Year 1993: ¥1,500,000 (Direct Cost: ¥1,500,000)
KeywordsStated preference / Dynamics / Panel / Multinomial logit models / Mode choice / ダイナミック / 交通機関選択 / ロジットモデル / 新交通システム
Research Abstract

In order to analyze the effect of changing the travel environment on mode choice, it is essential to obtain panel data which indicate the temporal change of individuals' travel behavior.We carried out stated preference surveys four times during 1987 to 1993 for work/school trips in Hiroshima.The survey in 1993 was done in this research program.Dynamic analysis of stated preference, for New Transit System which was going to be opened in 1994, was conducted using the panel data consisting of three data sets in 1987,90 and 93.
It was first empirically demonstrated that stated preference for NTS is greatly affected by actual travel modes consisting of car and bus, and that temporal change of stated preference which was caused by change of actual travel mode does not support the Markovian assumptions which indicate individual's responses to a change of travel mode does not support the Markovian assumptions which indicate individual's responses to a change of travel environment, it is shown that mode switchers from car to bus have a higher preference for bus but less for NTS than expected.
The importance of state dependence was also demonstrated by building dynamic stated preference mode choice models of Multinomial Logit type.It also brings out a fact that stated preference for mode choice is more dependent on past history of travel environment than the choice probabilities based on past stated preference.These results will imply the importance of dynamic analysis on stated preference data in the same way as revealed preference data.

Report

(3 results)
  • 1994 Annual Research Report   Final Research Report Summary
  • 1993 Annual Research Report
  • Research Products

    (3 results)

All Other

All Publications (3 results)

  • [Publications] 藤原章正: "更新サンプルを含む選好意識パネルデータの分析" 日本行動計量学会 大会発表論文抄録集. 22. 66-69 (1994)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] Y.Sugie and A.Fujiwara :"Dynamic Analysis of Stated Preference for Travel Modes Using Panel Data" Proceedings of 7th LATBR Conference, Santiago, Chile. 507-518 (1994)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] 藤原章正: "更新サンプルを含む選好意識パネルデータの分析" 日本行動計量学会大会発表論文抄録集. 22. 66-69 (1994)

    • Related Report
      1994 Annual Research Report

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Published: 1993-04-01   Modified: 2016-04-21  

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