A multi-source data fusion framework for joint population, expenditure, and time use synthesis

Hawkins, Jason; Habib, Khandker Nurul

doi:10.1007/s11116-022-10279-8

Transportation

2022

DOI: 10.1007/s11116-022-10279-8

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A multi-source data fusion framework for joint population, expenditure, and time use synthesis

Jason Hawkins

Khandker Nurul Habib

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2024

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A framework for transportation and land use integration as a parallel constrained multiple discrete-continuous extreme value (PC-MDCEV) home production model

Hawkins,

Nurul Habib

2024

Transportmetrica B: Transport Dynamics

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Integrated urban models (IUM) typically rely on a measure of accessibility or travel time to form the link between the transportation and land use systems. Such integration does not fully capture the tradeoffs made by households in how they spend their limited temporal and monetary budgets. We propose a microeconomic foundation for transportation and land use choice model integration based on the theory of home production. A utility function is developed that considers both household monetary expenditure and individual time use. We propose several innovations in model structure, which address the limitations of previous home production functions. First, the introduction of a parallel constrained multiple discrete-continuous extreme value (MDCEV) structure that allows for the inclusion of multiperson households in the model. Second, travel time is defined as the minimum time required to conduct an activity and deducted from the temporal budget. This assumption has several appealing features. It defines the minimum time to complete an activity as a measure of accessibility. An empirical application is provided for the Greater Toronto Area using a validated synthetic dataset. Finally, we provide several directions for future research to advance the practice of urban modeling and better capture the complex dynamics of household decision-making.

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A framework for transportation and land use integration as a parallel constrained multiple discrete-continuous extreme value (PC-MDCEV) home production model

Hawkins,

Nurul Habib

2024

Transportmetrica B: Transport Dynamics

Self Cite

View full text Add to dashboard Cite

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A multi-source data fusion framework for joint population, expenditure, and time use synthesis

Cited by 1 publication

References 22 publications

A framework for transportation and land use integration as a parallel constrained multiple discrete-continuous extreme value (PC-MDCEV) home production model

A framework for transportation and land use integration as a parallel constrained multiple discrete-continuous extreme value (PC-MDCEV) home production model

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