• Title/Summary/Keyword: 콕스비례해저드모델

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Study on Commuting Travel Time devided by Life Cycle: In Gyeonggi-Do Case (생애주기별 통근통행시간 영향요인 분석: 경기도를 중심으로)

  • Bin, Mi-Young;Chung, Eui-Seok;Park, Hyoung-Won
    • Journal of Korean Society of Transportation
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    • v.30 no.3
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    • pp.71-82
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    • 2012
  • This study analyzed factors affecting daily travel times at each stage of commuters' life cycle. In this study, travel times were dealt with in the context of trip chain. That is, the travel time was defined as the total amount of time commuters had spent to move for daily activities from leaving to coming back home. A commuter's life cycle was divided into 6 stages on a basis of both householder's age and family type: i.e., the unmarried youth period, the family forming period, the children education period, the children youth period, the children independence period, and the aged period. Variables such as commuting times, home-based trip cycle recurrences, and the number of stops differed for each stage of life cycle, the latter of which represents how many places a commuter dropped by during a trip cycle. Several factors were found to affect commuting times at each stage of life cycle as a result of applying a Cox proportional hazard model. The empirical study was conducted using 2010' household travel survey data collected from Gyeonggi-do.