Skip to main content
Top
Published in: Transportation 3/2008

01-05-2008

Role of the built environment on mode choice decisions: additional evidence on the impact of density

Authors: Cynthia Chen, Hongmian Gong, Robert Paaswell

Published in: Transportation | Issue 3/2008

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

Density is a key component in the recent surge of mixed-use neighborhood developments. Empirical research has shown an inconsistent picture on the impact of density. In particular, it is unclear whether it is the density or the variables that go long with density that affect people’s travel behavior. Many existing studies on density neglect confounding factors, for example, residential self-selection, generalized travel cost, accessibility, and access to transit stations. In addition, most still use a single trip as their observation unit, even though trip chaining is well recognized. The goal of this paper is to assess the role of density in affecting mode choice decisions in home-based work tours, while controlling for confounding factors. Using the dataset collected in the New York Metropolitan Region, we estimated a simultaneous two-equation system comprising two mutually interacting dependent variables: car ownership and the propensity to use auto. The results confirm the role of density after controlling for the confounding factors; in particular, employment density at work exerts more influence than residential density at home. The study also demonstrates the importance of using tour as the analysis unit in mode choice decisions. The study advances the field by analyzing the role of the built environment on home-based work tours. New knowledge is obtained in the relative contribution of density vs. a set of correlated factors, including generalized travel cost, accessibility, and access to transit stations.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Footnotes
1
Intrazonal distance is used if the starting and ending points are the same.
 
2
2002 is the closest year to the 1997/1998 survey year in which the local MPO has zone to zone travel time calculated.
 
3
Four figures are available from the authors.
 
4
It is possible that density is still a proxy for variables not modeled in this study, for example, parking cost, which is unavailable to the current study.
 
Literature
go back to reference Badoe, D.A., Miller, E.J.: Land-use interaction: empirical findings in North America, and their implications for modeling. Transport. Res. D 5, 235–263 (2000)CrossRef Badoe, D.A., Miller, E.J.: Land-use interaction: empirical findings in North America, and their implications for modeling. Transport. Res. D 5, 235–263 (2000)CrossRef
go back to reference Boarnet, M., Sarmiento, S.: Can land use policy really affect travel behavior? a study of the link between non-work and land use characteristics. Urban Stud. 35, 1155–1169 (1998)CrossRef Boarnet, M., Sarmiento, S.: Can land use policy really affect travel behavior? a study of the link between non-work and land use characteristics. Urban Stud. 35, 1155–1169 (1998)CrossRef
go back to reference Bram, J., McKay, A.: The evolution of commuting patterns in the New York City Metro Area. Fed. Reserve Bank New York 11(10), 1–7 (2005) Bram, J., McKay, A.: The evolution of commuting patterns in the New York City Metro Area. Fed. Reserve Bank New York 11(10), 1–7 (2005)
go back to reference Cao, X., Mokhtarian, P., Handy, S.: Do changes in neighborhood characteristics lead to changes in travel behavior? A structural equations modeling approach. Transportation 34(5), 535–556 (2007)CrossRef Cao, X., Mokhtarian, P., Handy, S.: Do changes in neighborhood characteristics lead to changes in travel behavior? A structural equations modeling approach. Transportation 34(5), 535–556 (2007)CrossRef
go back to reference Cervero, R.: Transit-based housing in California: evidence on ridership impacts. Transport. Policy 1(3), 174–183 (1994)CrossRef Cervero, R.: Transit-based housing in California: evidence on ridership impacts. Transport. Policy 1(3), 174–183 (1994)CrossRef
go back to reference Cervero, R., Kockelman, K.: Travel demand and three Ds: density, diversity, and design. Transport. Res. D 2(3), 199–219 (1997)CrossRef Cervero, R., Kockelman, K.: Travel demand and three Ds: density, diversity, and design. Transport. Res. D 2(3), 199–219 (1997)CrossRef
go back to reference Chatman, D.: How density and mixed uses at the workplace affect personal commercial travel and commute mode choice. Transport. Res. Rec. 1831, 193–201 (2003)CrossRef Chatman, D.: How density and mixed uses at the workplace affect personal commercial travel and commute mode choice. Transport. Res. Rec. 1831, 193–201 (2003)CrossRef
go back to reference Chen, C., McKnight, C.: Does the built environment make a difference? Additional evidence from the daily activity and travel behavior of homemakers living in New York City and suburbs. J. Transport. Geogr. 15(5), 380–395 (2007)CrossRef Chen, C., McKnight, C.: Does the built environment make a difference? Additional evidence from the daily activity and travel behavior of homemakers living in New York City and suburbs. J. Transport. Geogr. 15(5), 380–395 (2007)CrossRef
go back to reference Crane, R., Crepeau, R.: Does neighborhood design influence travel? A behavioral analysis of travel diary and GIS data. Transport. Res. D 3(4), 225–238 (1998)CrossRef Crane, R., Crepeau, R.: Does neighborhood design influence travel? A behavioral analysis of travel diary and GIS data. Transport. Res. D 3(4), 225–238 (1998)CrossRef
go back to reference da Penha Sanches, S., de Arruda, F.: Incorporating nonmotorized modes in a mode choice Model. Transport. Res. Rec. 1818, 89–93 (2002)CrossRef da Penha Sanches, S., de Arruda, F.: Incorporating nonmotorized modes in a mode choice Model. Transport. Res. Rec. 1818, 89–93 (2002)CrossRef
go back to reference Eash, R.: Destination and mode choice model for nonmotorized travel. Transport. Res. Rec. 1674, 1–8 (1999)CrossRef Eash, R.: Destination and mode choice model for nonmotorized travel. Transport. Res. Rec. 1674, 1–8 (1999)CrossRef
go back to reference Ewing, R., Cervero, R.: Travel and the built environment: a synthesis. Transport. Res. Rec. 1780, 87–114 (2001)CrossRef Ewing, R., Cervero, R.: Travel and the built environment: a synthesis. Transport. Res. Rec. 1780, 87–114 (2001)CrossRef
go back to reference Frank, L.D., Pivo, G.: Impacts of mixed use and density on utilization of three modes of travel: single-occupant vehicle, transit, walking. Transport. Res. Rec. 1466, 44–52 (1994) Frank, L.D., Pivo, G.: Impacts of mixed use and density on utilization of three modes of travel: single-occupant vehicle, transit, walking. Transport. Res. Rec. 1466, 44–52 (1994)
go back to reference Gordon, D., Vipond, S.: Gross density and new urbansim. J. Am. Plann. Assoc. 71(1), 41–54 (2005)CrossRef Gordon, D., Vipond, S.: Gross density and new urbansim. J. Am. Plann. Assoc. 71(1), 41–54 (2005)CrossRef
go back to reference Greene, W.H.: Econometric Analysis. Prentice Hall. Upper Saddle River, New Jersey (2003) Greene, W.H.: Econometric Analysis. Prentice Hall. Upper Saddle River, New Jersey (2003)
go back to reference Giuliano, G.: Land use impacts of transportation investments: highway and transit. In: Hanson, S., Giuliano G. (eds.) The Geography of Urban Transportation, pp. 237–273. The Guilford Press, New York (2004) Giuliano, G.: Land use impacts of transportation investments: highway and transit. In: Hanson, S., Giuliano G. (eds.) The Geography of Urban Transportation, pp. 237–273. The Guilford Press, New York (2004)
go back to reference Handy, S.: Travel behavior issues related to neo-traditional developments-a review of the research. Presented at TMIP Conference on Urban Design, Telecommuting, and Travel Behavior, FHWA, U.S. Department of Transportation (1996) Handy, S.: Travel behavior issues related to neo-traditional developments-a review of the research. Presented at TMIP Conference on Urban Design, Telecommuting, and Travel Behavior, FHWA, U.S. Department of Transportation (1996)
go back to reference Hanson, S., Schwab, M.: Describing disaggregate flows: individual and household patterns. In: Hanson, S. (ed.) The Geography of Urban Transportation, pp. 154–178. The Guilford Press, New York (1986) Hanson, S., Schwab, M.: Describing disaggregate flows: individual and household patterns. In: Hanson, S. (ed.) The Geography of Urban Transportation, pp. 154–178. The Guilford Press, New York (1986)
go back to reference Hanson, S.: The context of urban travel: concepts and recent trends. In: Hanson, S., Giuliano G. (eds.) The Geography of Urban Transportation, 3rd edn., pp. 1–29. The Guilford Press, New York (2004) Hanson, S.: The context of urban travel: concepts and recent trends. In: Hanson, S., Giuliano G. (eds.) The Geography of Urban Transportation, 3rd edn., pp. 1–29. The Guilford Press, New York (2004)
go back to reference Henscher, D., Reyes, A.: Trip chaining as a barrier to the propensity to use public transit. Transportation 27, 341–361 (2000)CrossRef Henscher, D., Reyes, A.: Trip chaining as a barrier to the propensity to use public transit. Transportation 27, 341–361 (2000)CrossRef
go back to reference Hitchcock, J.: A Primer on the Use of Density in Land Use Planning (Papers on Planning and Design, No.4). University of Toronto, Toronto (1994) Hitchcock, J.: A Primer on the Use of Density in Land Use Planning (Papers on Planning and Design, No.4). University of Toronto, Toronto (1994)
go back to reference Horner, M.: Spatial dimensions of urban commuting: a review of major issues and their implications for future geographic research. Prof. Geogr. 56(2), 160–173 (2004) Horner, M.: Spatial dimensions of urban commuting: a review of major issues and their implications for future geographic research. Prof. Geogr. 56(2), 160–173 (2004)
go back to reference Hsu, P., Reuscher, T.: Summary of Travel Trends: 2001 National Household Travel Survey. Oak Ridge National Laboratory and MoacroSys Research and Technology. U.S. Department of Transportation, Federal Highway Administration (2004) Hsu, P., Reuscher, T.: Summary of Travel Trends: 2001 National Household Travel Survey. Oak Ridge National Laboratory and MoacroSys Research and Technology. U.S. Department of Transportation, Federal Highway Administration (2004)
go back to reference Kitamura, R., Mokhtarian, P., Laidet, L.: A micro-analysis of land use and travel in five neighborhoods in the San Francisco Bay Area. Transportation 24, 125–158 (1997)CrossRef Kitamura, R., Mokhtarian, P., Laidet, L.: A micro-analysis of land use and travel in five neighborhoods in the San Francisco Bay Area. Transportation 24, 125–158 (1997)CrossRef
go back to reference Kim, S., Ulfarsson, G.: Travel mode choice of the elderly – effects of personal, household, neighborhood, and trip characteristics. Transport. Res. Rec. 1894, 117–126 (2004)CrossRef Kim, S., Ulfarsson, G.: Travel mode choice of the elderly – effects of personal, household, neighborhood, and trip characteristics. Transport. Res. Rec. 1894, 117–126 (2004)CrossRef
go back to reference Kockelman, K.: Travel behavior as a function of accessibility, land-use mixing, and land-use balance: evidence from the San Francisco Bay Area. Transport. Res. Rec. 1607, 116–125 (1997)CrossRef Kockelman, K.: Travel behavior as a function of accessibility, land-use mixing, and land-use balance: evidence from the San Francisco Bay Area. Transport. Res. Rec. 1607, 116–125 (1997)CrossRef
go back to reference Krizek, K.: Residential relocation and changes in urban travel. J. Am. Plann. Assoc. 69(3), 265–281 (2003)CrossRef Krizek, K.: Residential relocation and changes in urban travel. J. Am. Plann. Assoc. 69(3), 265–281 (2003)CrossRef
go back to reference Levinson, D., Kumar, A.: Activity, travel and the allocation of time. J. Am. Plann. Assoc. 61(4), 458–470 (1995)CrossRef Levinson, D., Kumar, A.: Activity, travel and the allocation of time. J. Am. Plann. Assoc. 61(4), 458–470 (1995)CrossRef
go back to reference Levinson, D.: Space, money, life-stage, and the allocation of time. Transportation 26, 141–171 (1999)CrossRef Levinson, D.: Space, money, life-stage, and the allocation of time. Transportation 26, 141–171 (1999)CrossRef
go back to reference Maddala, G.S.: Limited-Dependent and Qualitative Variables in Econometrics. Econometric Society Monographs No. 3. Cambridge University Press, Cambridge (1983) Maddala, G.S.: Limited-Dependent and Qualitative Variables in Econometrics. Econometric Society Monographs No. 3. Cambridge University Press, Cambridge (1983)
go back to reference Miller, E., Roorda, M., Carrasco, J.: A tour-based model of travel mode choice. Transportation 32, 399–422 (2006)CrossRef Miller, E., Roorda, M., Carrasco, J.: A tour-based model of travel mode choice. Transportation 32, 399–422 (2006)CrossRef
go back to reference Miller, E.J., Ibrahim, A.: Urban forms and vehicular travel: some empirical findings. Transport. Res. Rec. 1617, 18–27 (1998)CrossRef Miller, E.J., Ibrahim, A.: Urban forms and vehicular travel: some empirical findings. Transport. Res. Rec. 1617, 18–27 (1998)CrossRef
go back to reference New York Metropolitan Transportation Council (NYMTC) Hub Travel at a Glance (2004) New York Metropolitan Transportation Council (NYMTC) Hub Travel at a Glance (2004)
go back to reference New Urban News October/November issue (2001) New Urban News October/November issue (2001)
go back to reference Paaswell, R., Zupan, J.: New York and its Peer Cities. A Report to the Citizens Budget Commission, Region 2, University Transportation Research Center, New York (1999) Paaswell, R., Zupan, J.: New York and its Peer Cities. A Report to the Citizens Budget Commission, Region 2, University Transportation Research Center, New York (1999)
go back to reference Patterson, Z., Ewing, G., Haider, M.: Gender-based analysis of work trip mode choice of commuters in suburban Montreal, Canada, with stated preference data. Transport. Res. Rec. 1924, 85–93 (2005)CrossRef Patterson, Z., Ewing, G., Haider, M.: Gender-based analysis of work trip mode choice of commuters in suburban Montreal, Canada, with stated preference data. Transport. Res. Rec. 1924, 85–93 (2005)CrossRef
go back to reference Pinjari, A.R., Pendyala, R., Bhat, C.R., Waddell, P.A.: Modeling residential sorting effects to understand the impacts of the built environment on commute mode choice. Transportation 34(5), 557–573 (2007)CrossRef Pinjari, A.R., Pendyala, R., Bhat, C.R., Waddell, P.A.: Modeling residential sorting effects to understand the impacts of the built environment on commute mode choice. Transportation 34(5), 557–573 (2007)CrossRef
go back to reference Redmond, L., Mokhtarian, P.: The positive utility of the commute: modeling ideal commute time and relative desired commute amount. Transportation 28, 179–205 (2001)CrossRef Redmond, L., Mokhtarian, P.: The positive utility of the commute: modeling ideal commute time and relative desired commute amount. Transportation 28, 179–205 (2001)CrossRef
go back to reference Reilly, M., Landis, J.: The Influence of Built Form and Land Use on Mode Choice – Evidence from the 1996 Bay Area Travel Survey. University of California Transportation Research Center. Work Conducted at the Institute of Urban and Regional Development, University of California, Berkeley, IURD WP 2002 – 4(1) (2002) Reilly, M., Landis, J.: The Influence of Built Form and Land Use on Mode Choice – Evidence from the 1996 Bay Area Travel Survey. University of California Transportation Research Center. Work Conducted at the Institute of Urban and Regional Development, University of California, Berkeley, IURD WP 2002 – 4(1) (2002)
go back to reference Schimek, P.: Household vehicle ownership and use: how much does residential density matter? Transport. Res. Rec. 1552, 120–130 (1996)CrossRef Schimek, P.: Household vehicle ownership and use: how much does residential density matter? Transport. Res. Rec. 1552, 120–130 (1996)CrossRef
go back to reference Shiftan, Y., Barlach, Y.: Effect of employment site characteristics on commute mode choice. Transport. Res. Rec. 1781, 19–25 (2002)CrossRef Shiftan, Y., Barlach, Y.: Effect of employment site characteristics on commute mode choice. Transport. Res. Rec. 1781, 19–25 (2002)CrossRef
go back to reference Stead, D.: Relationships between land use, socioeconomic factors, and travel patterns in Britain. Environ. Plann. B 28, 488–528 (2001)CrossRef Stead, D.: Relationships between land use, socioeconomic factors, and travel patterns in Britain. Environ. Plann. B 28, 488–528 (2001)CrossRef
go back to reference Titheridge, H., Hall, P.: Changing travel to work patterns in South East England. J. Transport. Geogr. 14, 60–75 (2006)CrossRef Titheridge, H., Hall, P.: Changing travel to work patterns in South East England. J. Transport. Geogr. 14, 60–75 (2006)CrossRef
go back to reference Toint, P., Cirillo, C.: An Activity-based Approach to the Belgian Travel Survey, vol. 7, 24 pp. FUNDP, Namur, Belgium, (2001) Toint, P., Cirillo, C.: An Activity-based Approach to the Belgian Travel Survey, vol. 7, 24 pp. FUNDP, Namur, Belgium, (2001)
go back to reference Vance, C., Hedel, R.: The impact of urban from on automobile travel: disentangling causation from correlation. Transportation 34(5), 575–588 (2007)CrossRef Vance, C., Hedel, R.: The impact of urban from on automobile travel: disentangling causation from correlation. Transportation 34(5), 575–588 (2007)CrossRef
go back to reference Vande Walle, S., Steenberghen, T.: Space and time related determinants of public transport use in trip chains. Transport. Res. A 40, 151–162 (2006) Vande Walle, S., Steenberghen, T.: Space and time related determinants of public transport use in trip chains. Transport. Res. A 40, 151–162 (2006)
go back to reference Ye, X., Pendyala, R., Gottardi, G.: An explanation of the relationship between mode choice and complexity of trip chaining patterns. Transport. Res. B 41, 96–113 (2006)CrossRef Ye, X., Pendyala, R., Gottardi, G.: An explanation of the relationship between mode choice and complexity of trip chaining patterns. Transport. Res. B 41, 96–113 (2006)CrossRef
go back to reference Zhang, M.: The role of land use in travel mode choice – evidence from Boston and Hong Kong. J. Am. Plann. Assoc. 70(3), 344–360 (2004)CrossRef Zhang, M.: The role of land use in travel mode choice – evidence from Boston and Hong Kong. J. Am. Plann. Assoc. 70(3), 344–360 (2004)CrossRef
Metadata
Title
Role of the built environment on mode choice decisions: additional evidence on the impact of density
Authors
Cynthia Chen
Hongmian Gong
Robert Paaswell
Publication date
01-05-2008
Publisher
Springer US
Published in
Transportation / Issue 3/2008
Print ISSN: 0049-4488
Electronic ISSN: 1572-9435
DOI
https://doi.org/10.1007/s11116-007-9153-5

Other articles of this Issue 3/2008

Transportation 3/2008 Go to the issue

Premium Partner