A multidimensional mixed ordered-response model for analyzing weekend activity participation

Bhat, Chandra R.; Srinivasan, Sivaramakrishnan

doi:10.1016/j.trb.2004.04.002

Cited by 102 publications

(58 citation statements)

References 25 publications

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“…Instead, regarding physical activities, Bhat and Srinivasan [48] examined the land use effect on weekend out-of-home activities. They found that land use variables are insignificant altogether and suspected that the insignificance could be explained by RSS.…”

Section: Relationship Of Land Use With Total Travel Measures On Weekdmentioning

confidence: 99%

An Analysis of the Relationship between Land Use and Weekend Travel: Focusing on the Internal Capture of Trips

Gim

2018

Sustainability

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Weekend travel has not been duly considered in academics and practice regarding its relationship with land use. A lack of consideration is notable in terms of how land use internalizes weekend travel. Thus, by separating the internal and external travel of the traffic analysis zone, this study analyzes the land use effect on weekend travel in comparison with that on weekday travel. Two structural equation models, each of which is specified for weekday and weekend travel, construct the same sample and their results become comparable. At the travel variable level, the models find consistent results: Stronger effects are made on internal travel than on external travel and particularly, on trip frequency than on travel time. This implies that compact land use causes a stronger addition of internal trips and a less strong reduction of external trips, that is, changes in destinations rather than in total travel time. At the factor level, unlike the weekday model in which the sociodemographic factor exerts a stronger effect, the weekend model presents that land use more strongly affects travel patterns. This magnitude difference is explained by the different flexibility of compulsory weekday travel and discretionary weekend travel in relation to the choice of trip destination and frequency.

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Section: Relationship Of Land Use With Total Travel Measures On Weekdmentioning

confidence: 99%

An Analysis of the Relationship between Land Use and Weekend Travel: Focusing on the Internal Capture of Trips

Gim

2018

Sustainability

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“…A problem with this approach, however, is that the number of composite alternatives explodes with the number of elemental alternatives. Another approach is to use the multivariate probit (logit) methods of Manchanda et al (1999), Baltas (2004), Edwards and Allenby (2003), and Bhat and Srinivasan (2005). But this approach is not based on a rigorous underlying utility-maximizing framework of multiple discreteness; rather, it represents a statistical "stitching" of univariate utility maximizing models.…”

Section: Introductionmentioning

confidence: 99%

A multiple discrete–continuous extreme value model: formulation and application to discretionary time-use decisions

Bhat

2005

Transportation Research Part B: Methodological

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Many consumer choice situations are characterized by the simultaneous demand for multiple alternatives that are imperfect substitutes for one another. A simple and parsimonious Multiple Discrete-Continuous Extreme Value (MDCEV) econometric approach to handle such multiple discreteness was formulated by Bhat (2005) within the broader Kuhn-Tucker (KT) multiple discrete-continuous economic consumer demand model of Wales and Woodland (1983). This paper examines several issues associated with the MDCEV model and other extant KT multiple discrete-continuous models. Specifically, the paper proposes a new utility function form that enables clarity in the role of each parameter in the utility specification, presents identification considerations associated with both the utility functional form as well as the stochastic nature of the utility specification, extends the MDCEV model to the case of price variation across goods and to general error covariance structures, discusses the relationship between earlier KT-based multiple discrete-continuous models, and illustrates the many technical nuances and identification considerations of the multiple discrete-continuous model structure through empirical examples. The paper also highlights the technical problems associated with the stochastic specification used in the KT-based multiple discrete-continuous models formulated in recent Environmental Economics papers.

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“…Another approach to analyze multiple discrete situations is to use the multivariate probit (logit) methods of Manchanda et al (1999), Baltas (2004), Edwards and Allenby (2003), and Bhat and Srinivasan (2005). In these multivariate methods, the multiple discreteness is handled through statistical methods that generate correlation between univariate utility maximizing models for single discreteness.…”

Section: Introductionmentioning

confidence: 99%

A joint model for the perfect and imperfect substitute goods case: Application to activity time-use decisions

Bhat

Srinivasan

Sen

2006

Transportation Research Part B: Methodological

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This paper formulates a model for the joint analysis of the imperfect and perfect substitute goods case. That is, it enables the modeling of choice situations where consumers choose multiple alternatives at the same time from a certain set of alternatives, but also choose only one alternative from among a subset of alternatives. For example, in the context of time-use in leisure activity, individuals may participate in combinations of social, out-of-home recreation, and out-of-home non-maintenance shopping pursuits. These three activity types are imperfect substitutes in that they serve different functional needs of individuals and households. However, if an individual participates in out-of-home recreation, s/he may participate in only one of physically passive activities (for example, going to the movies), partially physically active activities (going to the beach or participating in spectator sports), or physically active activities (for example, working out at a gym) during a given time period (such as a weekday or a weekend day). To our knowledge, this paper is the first to consider a unified utility-maximizing framework for the analysis of such a joint imperfect-perfect substitute goods case in the economic literature.The model formulated in the paper is applied to the time-use decisions of individuals.

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A multidimensional mixed ordered-response model for analyzing weekend activity participation

Cited by 102 publications

References 25 publications

An Analysis of the Relationship between Land Use and Weekend Travel: Focusing on the Internal Capture of Trips

An Analysis of the Relationship between Land Use and Weekend Travel: Focusing on the Internal Capture of Trips

A multiple discrete–continuous extreme value model: formulation and application to discretionary time-use decisions

A joint model for the perfect and imperfect substitute goods case: Application to activity time-use decisions

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