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ARTICLES

Modeling household housing and car ownership decisions: a group decision-based time allocation approach

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Pages 409-438 | Received 28 Dec 2017, Accepted 15 Aug 2019, Published online: 04 Feb 2020

References

  • Abraham, J., and J. Hunt. 1997. “Specification and Estimation of Nested Logit Model of Home, Workplaces, and Commuter Mode Choices by Multiple-Worker Households.” Transportation Research Record 1606: 17–24.
  • Acheampong, R. A., and E. Silva. 2015. “Land use–Transport Interaction Modeling: A Review of the Literature and Future Research Directions.” Journal of Transport and Land Use 8 (3): 11–38.
  • Ben-Akiva, M., and J. L. Bowman. 1998. “Integration of an Activity-Based Model System and a Residential Location Model.” Urban Studies 35 (7): 1131–1153.
  • Ben-Akiva, M. E., and S. R. Lerman. 1985. Discrete Choice Analysis: Theory and Application to Travel Demand. Cambridge: MIT Press.
  • Bhat, C. R. 2005. “A Multiple Discrete–Continuous Extreme Value Model: Formulation and Application to Discretionary Time-Use Decisions.” Transportation Research Part B 39 (8): 679–707.
  • Bhat, C. R., and J. Guo. 2004. “A Mixed Spatially Correlated Logit Model: Formulation and Application to Residential Choice Modeling.” Transportation Research Part B 38 (2): 147–168.
  • Bhat, C. R., and R. Misra. 1999. “Discretionary Activity Time Allocation of Individuals Between in-Home and out-of-Home and Between Weekdays and Weekends.” Transportation 26 (2): 193–229.
  • Borgers, A., and H. Timmermans. 1993. “Transport Facilities and Residential Choice Behavior: A Model of Multi-Person Choice Processes.” Papers in Regional Science 72 (1): 45–61.
  • Brueckner, J. K. 2011. Lectures on Urban Economics. Cambridge: MIT Press.
  • Chiappori, P. A., A. de Palma, N. Picard, and I. A. Inoa. 2012. “Couple Residential Location and Spouses Workplaces.” Working paper. Université de Cergy Pontoise, THEMA.
  • Clark, W. A., Y. Huang, and S. Withers. 2003. “Does Commuting Distance Matter?: Commuting Tolerance and Residential Change.” Regional Science and Urban Economics 33 (2): 199–221.
  • Eliasson, J., and L. G. Mattsson. 2000. “A Model for Integrated Analysis of Household Location and Travel Choices.” Transportation Research Part A 34 (5): 375–394.
  • Ettema, D., T. Arentze, and H. Timmermans. 2011. “Social Influences on Household Location, Mobility and Activity Choice in Integrated Micro-Simulation Models.” Transportation Research Part A 45 (4): 283–295.
  • Ettema, D., T. Schwanen, and H. Timmermans. 2007. “The Effect of Location, Mobility and Socio-Demographic Factors on Task and Time Allocation of Households.” Transportation 34 (1): 89–105.
  • Gakenheimer, R. 1999. “Urban Mobility in the Developing World.” Transportation Research Part A 33 (7): 671–689.
  • Giuliano, G., and J. Dargay. 2006. “Car Ownership, Travel and Land Use: A comparison of the US and Great Britain.” Transportation Research Part A 40 (2): 106–124.
  • Glickman, I., R. Katoshevski, R. Ishaq, and Y. Shiftan. 2015. “Integrating Activity-Based Travel-Demand Models with Land-Use and Other Long-Term Lifestyle Decisions.” Journal of Transport and Land Use 8 (3): 71–93.
  • Guan, X., and D. Wang. 2019. “Residential Self-Selection in the Built Environment-Travel Behavior Connection: Whose Self-Selection?” Transportation Research Part D: Transport and Environment 67: 16–32.
  • Hess, S., and A. Daly. eds. 2014. Handbook of Choice Modelling. Cheltenham: Edward Elgar.
  • Hickman, R., and D. Banister. 2004. “Reducing Travel by Design: Urban Form and the Commute to Work.” Paper Presented at the AESOP Conference, Grenoble, France.
  • Huang, D., Z. Liu, and X. Zhao. 2015. “Monocentric or Polycentric?” The Urban Spatial Structure of Employment in Beijing. Sustainability 7 (9): 11632–11656.
  • Hunt, J. D., D. S. Kriger, and E. J. Miller. 2005. “Current Operational Urban Land-Use-Transport Modelling Frameworks: A Review.” Transport Reviews 25 (3): 329–376.
  • Hyndman, R. J., and G. Athanasopoulos. 2014. “Forecasting: Principles and Practice.” http://otexts.org/fpp/.
  • Hyndman, R. J., and A. B. Koehler. 2006. “Another Look at Measures of Forecast Accuracy.” International Journal of Forecasting 22 (4): 679–688.
  • Iacono, M., D. Levinson, and A. El-Geneidy. 2008. “Models of Transportation and Land Use Change: A Guide to the Territory.” Journal of Planning Literature 22 (4): 323–340.
  • Jara-Díaz, S. R., and C. A. Guevara. 2003. “Behind the Subjective Value of Travel Time Savings.” Journal of Transport Economics and Policy 37 (1): 29–46.
  • Jara-Díaz, S. R., and F. J. Martínez. 1999. “On the Specification of Indirect Utility and Willingness to Pay for Discrete Residential Location Models.” Journal of Regional Science 39 (4): 675–688.
  • Kato, H., and M. Matsumoto. 2009. “Intra-household Interaction in a Nuclear Family: A Utility-Maximizing Approach.” Transportation Research Part B: Methodological 43 (2): 191–203.
  • Kitamura, R. 1984. “A Model of Daily Time Allocation to Discretionary Out-of-Home Activities and Trips.” Transportation Research Part B 18 (3): 255–266.
  • Kitamura, R., T. Yamamoto, S. Fujii, and S. Sampath. 1996. “A Discrete-Continuous Analysis of Time Allocation to Two Types of Discretionary Activities Which Accounts for Unobserved Heterogeneity.” Papers presented at the 13th International Symposium on Transportation and Traffic Theory, 431–453.
  • Krizek, K., and P. Waddell. 2002. “Analysis of Lifestyle Choices: Neighborhood Type, Travel Patterns, and Activity Participation.” Transportation Research Record 1807: 119–128.
  • Lee, L. F. 1983. “Generalized Econometric Models with Selectivity.” Econometrica: Journal of the Econometric Society 51 (2): 507–512.
  • Lerman, S. R. 1976. “Location, Housing, Automobile Ownership: A Joint Choice Model.” Transportation Research Record 610: 6–11.
  • Li, Z. C., Z. K. Li, and W. H. Lam. 2014. “An Integrated Design of Sustainable Land Use and Transportation System with Uncertainty in Future Population.” Transportmetrica A: Transport Science 10 (2): 160–185.
  • Liao, F. 2016. “Modeling Duration Choice in Space–Time Multi-State Supernetworks for Individual Activity-Travel Scheduling.” Transportation Research Part C: Emerging Technologies 69: 16–35.
  • Liao, F., T. Arentze, E. Molin, W. Bothe, and H. Timmermans. 2017. “Effects of Land-use Transport Scenarios on Travel Patterns: A Multi-State Supernetwork Application.” Transportation 44 (1): 1–25.
  • Liu, C., Y. O. Susilo, and A. Karlström. 2017. “Jointly Modelling Individual’s Daily Activity-Travel Time Use and Mode Share by a Nested Multivariate Tobit Model System.” Transportmetrica A: Transport Science 13 (6): 491–518.
  • López-Ospina, H., F. J. Martínez, and C. E. Cortés. 2015. “A Time-Hierarchical Microeconomic Model of Activities.” Transportation 42 (2): 211–236.
  • Lu, X., and E. I. Pas. 1999. “Socio-demographics, Activity Participation and Travel Behavior.” Transportation Research Part A 33 (1): 1–18.
  • Maat, K., and H. J. Timmermans. 2007. “Household Car Ownership in Relation to Residential and Work Location (No. 07-0220)”.
  • Miller, E. J. 2004. “An Integrated Framework for Modelling Short-and Long-Run Household Decision-Making.” Paper Presented at the Progress in Activity-Based Analysis Conference, Maastricht, The Netherlands.
  • Moeckel, R. 2017. “Constraints in Household Relocation: Modeling Land-Use/Transport Interactions That Respect Time and Monetary Budgets.” Journal of Transport and Land Use 10: 1.
  • Naess, P. 1995. “Travelling Distances, Modal Split and Transportation Energy in Thirty Residential Areas in Oslo.” Journal of Environmental Planning and Management 38 (3): 349–370.
  • Nurul Habib, K. 2018. “A Comprehensive Utility-Based System of Activity-Travel Scheduling Options Modelling (CUSTOM) for Worker's Daily Activity Scheduling Processes.” Transportmetrica A: Transport Science 14 (4): 292–315.
  • Pinjari, A. R., R. M. Pendyala, C. R. Bhat, and P. A. Waddell. 2011. “Modeling the Choice Continuum: An Integrated Model of Residential Location, Auto Ownership, Bicycle Ownership and Commute Tour Mode Choice Decisions.” Transportation 38 (6): 933–958.
  • Schönfelder, S., and K. W. Axhausen. 2003. “Activity Spaces: Measures of Social Exclusion?” Transport Policy 10 (4): 273–286.
  • Shen, Q., P. Chen, and H. Pan. 2016. “Factors Affecting Car Ownership and Mode Choice in Rail Transit-Supported Suburbs of a Large Chinese City.” Transportation Research Part A 94: 31–44.
  • Shiftan, Y. 2008. “The Use of Activity-Based Modeling to Analyze the Effect of Land-Use Policies on Travel Behavior.” The Annals of Regional Science 42 (1): 79–97.
  • Shiftan, Y., and M. Ben-Akiva. 2011. “A Practical Policy-Sensitive, Activity-Based, Travel-Demand Model.” The Annals of Regional Science 47 (3): 517–541.
  • Tana, M. P. Kwan, and Y. Chai. 2016. Urban form, Car Ownership and Activity Space in Inner Suburbs: A Comparison Between Beijing (China) and Chicago (United States). Urban Studies 53 (9): 1784–1802.
  • Timmermans, H., A. Borgers, J. van Dijk, and H. Oppewal. 1992. “Residential Choice Behaviour of Dual Earner Households: A Decompositional Joint Choice Model.” Environment and Planning A 24 (4): 517–533.
  • Van Acker, V., and F. Witlox. 2010. “Car Ownership as a Mediating Variable in Car Travel Behaviour Research Using a Structural Equation Modelling Approach to Identify its Dual Relationship.” Journal of Transport Geography 18 (1): 65–74.
  • Vega, A., and A. Reynolds-Feighan. 2009. “A Methodological Framework for the Study of Residential Location and Travel-to-Work Mode Choice Under Central and Suburban Employment Destination Patterns.” Transportation Research Part A 43 (4): 401–419.
  • Waddell, P. 2001. “Towards a Behavioral Integration of Land Use and Transportation Modeling.” Papers Presented at the 9th International Association for Travel Behavior Research Conference, Queensland, Australia.
  • Waddell, P. 2011. “Integrated Land use and Transportation Planning and Modelling: Addressing Challenges in Research and Practice.” Transport Reviews 31 (2): 209–229.
  • Wang, D., and J. Li. 2009. “A Model of Household Time Allocation Taking into Consideration of Hiring Domestic Helpers.” Transportation Research Part B 43 (2): 204–216.
  • Wang, D., and J. Li. 2011. “A two-Level Multiple Discrete-Continuous Model of Time Allocation to Virtual and Physical Activities.” Transportmetrica 7 (6): 395–416.
  • Wang, L., P. Waddell, and M. L. Outwater. 2011. “Incremental Integration of Land Use and Activity-Based Travel Modeling: Workplace Choices and Travel Demand.” Transportation Research Record 2255 (1): 1–10.
  • Wegener, M. 2004. “Overview of Land use Transport Models.” In Handbook of Transport Geography and Spatial Systems, edited by D. Hensher, K. Button, K. Haynes, and P. Stopher, 127–146. Amsterdam: Emerald Group.
  • Wong, B., K. N. Habib, W. Elias, and Y. Shiftan. 2012. “Linking Daily Short-Term Activity-Travel Decision with Long-Term Housing Choices: Joint RP-SP based Econometric Approach.” Paper presented at the 13th IATBR Conference, Toronto.
  • Yang, Y., and S. P. Gordon. 2011. “Finding the Best Quadratic Approximation of a Function.” International Journal of Mathematical Education in Science and Technology 42 (6): 812–823.
  • Yang, L., G. Zheng, and X. Zhu. 2013. “Cross-nested Logit Model for the Joint Choice of Residential Location, Travel Mode, and Departure Time.” Habitat International 38: 157–166.
  • Yao, M., D. Wang, and H. Yang. 2017. “A Game-Theoretic Model of Car Ownership and Household Time Allocation.” Transportation Research Part B: Methodological 104: 667–685.
  • Zhang, J., and A. Fujiwara. 2009. “Intrahousehold Interaction in Transit-Oriented Residential Choice Behavior Represented in Stated Preference Approach.” Transportation Research Record 2134 (1): 73–81.
  • Zhang, J., M. Kuwano, B. Lee, and A. Fujiwara. 2009. “Modeling Household Discrete Choice Behavior Incorporating Heterogeneous Group Decision-Making Mechanisms.” Transportation Research Part B 43 (2): 230–250.
  • Zhang, Z., N. Li, X. Wang, F. Liu, and L. Yang. 2016. “A Comparative Study of Urban Expansion in Beijing, Tianjin and Tangshan from the 1970s to 2013.” Remote Sensing 8 (6): 496.
  • Zhang, J., H. J. P. Timmermans, and A. Borgers. 2002. “A Utility-Maximizing Model of Household Time Use for Independent, Shared, and Allocated Activities Incorporating Group Decision Mechanisms.” Transportation Research Record: Journal of the Transportation Research Board 1807, pp. 1–8. Washington, DC: TRB, National Research Council.
  • Zhao, P., and B. Lu. 2010. “Exploring job Accessibility in the Transformation Context: An Institutionalist Approach and its Application in Beijing.” Journal of Transport Geography 18 (3): 393–401.

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