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Volumn 41, Issue 6, 2014, Pages 1287-1304

Exploring the role of individual attitudes and perceptions in predicting the demand for cycling: a hybrid choice modelling approach

Author keywords

Attitudes and perceptions; Cycling demand; Discrete choice models; Predictive models; Stated preference data; Transport policy

Indexed keywords

TRAFFIC CONGESTION; TRAVEL TIME;

EID: 84911966016     PISSN: 00494488     EISSN: 15729435     Source Type: Journal    
DOI: 10.1007/s11116-014-9551-4     Document Type: Article
Times cited : (78)

References (51)
  • 1
    • 76749101235 scopus 로고    scopus 로고
    • The influence of individual perceptions and bicycle infrastructure on the decision to bike. Transp. Res
    • Akar, G., Clifton, K.J.: The influence of individual perceptions and bicycle infrastructure on the decision to bike. Transp. Res. Rec. (2009)
    • (2009) Rec
    • Akar, G.1    Clifton, K.J.2
  • 2
    • 84911971013 scopus 로고    scopus 로고
    • Chen, M.:Estimating non-motorized travel demand. Transp. Res
    • An, M., Chen, M.:Estimating non-motorized travel demand. Transp. Res. Rec. (2007)
    • (2007) Rec
    • An, M.1
  • 3
    • 33645739554 scopus 로고    scopus 로고
    • Estimating bicycling demand
    • Barnes, G., Krizek, K.: Estimating bicycling demand. Transp. Res. Rec. 1939, 45–51 (2005)
    • (2005) Transp. Res. Rec , vol.1939 , pp. 45-51
    • Barnes, G.1    Krizek, K.2
  • 5
    • 61349169622 scopus 로고    scopus 로고
    • Hybrid choice modelling of new technologies for car choice in Canada
    • Bolduc, D., Boucher, N., Alvarez-Daziano, R.: Hybrid choice modelling of new technologies for car choice in Canada. Transp. Res. Rec. 2082, 63–71 (2008)
    • (2008) Transp. Res. Rec , vol.2082 , pp. 63-71
    • Bolduc, D.1    Boucher, N.2    Alvarez-Daziano, R.3
  • 6
    • 0036408331 scopus 로고    scopus 로고
    • Latent variables in psychology and the social sciences
    • Bollen, K.A.: Latent variables in psychology and the social sciences. Ann. Rev. Psychol. 53, 605–634 (2002)
    • (2002) Ann. Rev. Psychol , vol.53 , pp. 605-634
    • Bollen, K.A.1
  • 8
    • 63349092960 scopus 로고    scopus 로고
    • Examining the impacts of residential self-6 selection on travel behavior: a focus on empirical findings
    • Cao, X., Mokhtarian, P.L., Handy, S.L.: Examining the impacts of residential self-6 selection on travel behavior: a focus on empirical findings. Transp. Rev. 29(3), 359–395 (2009)
    • (2009) Transp. Rev , vol.29 , Issue.3 , pp. 359-395
    • Cao, X.1    Mokhtarian, P.L.2    Handy, S.L.3
  • 9
    • 0141498139 scopus 로고    scopus 로고
    • Walking, bicycling, and urban landscapes: evidence from the San Francisco Bay area
    • Cervero, R., Duncan, M.: Walking, bicycling, and urban landscapes: evidence from the San Francisco Bay area. Am. J. Public Health, September 2003 93(9) (2003)
    • (2003) Am. J. Public Health, September , vol.93 , Issue.9 , pp. 2003
    • Cervero, R.1    Duncan, M.2
  • 10
    • 84911963941 scopus 로고    scopus 로고
    • On the (im-)possibility of deriving transport policy implications from hybrid choice models. Working paper, transport and logistics group
    • Chorus, C.G., Kroesen, M.: On the (im-)possibility of deriving transport policy implications from hybrid choice models. Working paper, transport and logistics group, Delft University of Technology (2014)
    • (2014) Delft University of Technology
    • Chorus, C.G.1    Kroesen, M.2
  • 11
    • 84856695127 scopus 로고    scopus 로고
    • Using ordered attitudinal indicators in a latent variable choice model: a study of the impact of security on rail travel behaviour
    • Daly, A.J., Hess, S., Patruni, B., Potoglou, D., Rohr, C.: Using ordered attitudinal indicators in a latent variable choice model: a study of the impact of security on rail travel behaviour. Transportation 39(2), 267–297 (2012)
    • (2012) Transportation , vol.39 , Issue.2 , pp. 267-297
    • Daly, A.J.1    Hess, S.2    Patruni, B.3    Potoglou, D.4    Rohr, C.5
  • 13
    • 40249091376 scopus 로고    scopus 로고
    • Factors affecting Bicycling Demand: initial survey findings from the Portland Oregon Region
    • Dill, J., Voros, K.: Factors affecting Bicycling Demand: initial survey findings from the Portland Oregon Region. Transp. Res. Rec. 2031, 9–17 (2007)
    • (2007) Transp. Res. Rec , vol.2031 , pp. 9-17
    • Dill, J.1    Voros, K.2
  • 14
    • 84911956076 scopus 로고    scopus 로고
    • Walking and bicycling: what works for planners?
    • Forsyth, A. and Krizek, K.: Walking and bicycling: what works for planners? Built Environ. (2010)
    • (2010) Built Environ
    • Forsyth, A.1    Krizek, K.2
  • 15
    • 0037401904 scopus 로고    scopus 로고
    • Application of attitude theory for improved predictive accuracy of stated preference methods in travel demand analysis
    • Fujii, S., Gärling, T.: Application of attitude theory for improved predictive accuracy of stated preference methods in travel demand analysis. Transp. Res. 37A, 389–402 (2003)
    • (2003) Transp. Res , vol.37A , pp. 389-402
    • Fujii, S.1    Gärling, T.2
  • 16
    • 0002547228 scopus 로고    scopus 로고
    • Behavioral assumptions overlooked in travel-choice modelling
    • Ortuzar J, Jara-Diaz S, Hensher D, (eds), Pergamon, Oxford:
    • Gärling, T.: Behavioral assumptions overlooked in travel-choice modelling. In: Ortuzar, J., Jara-Diaz, S., Hensher, D. (eds.) Transport modelling, pp. 3–18. Pergamon, Oxford (2008)
    • (2008) Transport modelling , pp. 3-18
    • Gärling, T.1
  • 17
    • 33845479222 scopus 로고    scopus 로고
    • Contemplating cycling to work: attitudes and perceptions in different stages of change
    • Gatersleben, B., Appleton, K.M.: Contemplating cycling to work: attitudes and perceptions in different stages of change. Transp. Res. Part A: Policy Pract. 41(4), 302–312 (2007)
    • (2007) Transp. Res. Part A: Policy Pract , vol.41 , Issue.4 , pp. 302-312
    • Gatersleben, B.1    Appleton, K.M.2
  • 18
    • 0035400279 scopus 로고    scopus 로고
    • Joint models of attitudes and behavior in evaluation of the San Diego I-15 congestion pricing project
    • Golob, T.F.: Joint models of attitudes and behavior in evaluation of the San Diego I-15 congestion pricing project. Transp. Res. Part A 35, 495–514 (2001)
    • (2001) Transp. Res. Part A , vol.35 , pp. 495-514
    • Golob, T.F.1
  • 20
    • 0000120408 scopus 로고
    • Theoretical comparison of bootstrap confidence intervals
    • Hall, P.: Theoretical comparison of bootstrap confidence intervals. Ann. Statisi. 16, 1–50 (1988)
    • (1988) Ann. Statisi , vol.16 , pp. 1-50
    • Hall, P.1
  • 23
    • 78650304365 scopus 로고    scopus 로고
    • The role of attitudes toward characteristics of bicycle commuting on the choice to cycle to work over various distances
    • Heinena, E., Maat, K., van Wee, B.: The role of attitudes toward characteristics of bicycle commuting on the choice to cycle to work over various distances. Transp. Res. Part D: Transp Environ. 16(2), 102–109 (2011)
    • (2011) Transp. Res. Part D: Transp Environ , vol.16 , Issue.2 , pp. 102-109
    • Heinena, E.1    Maat, K.2    van Wee, B.3
  • 24
    • 84911953035 scopus 로고    scopus 로고
    • Assessment of latent bicycle demand in street networks. Research and Education Center
    • Hochmair, H.H.: Assessment of latent bicycle demand in street networks. Research and Education Center, University of Florida (2009)
    • (2009) University of Florida
    • Hochmair, H.H.1
  • 25
    • 34347386316 scopus 로고    scopus 로고
    • Influences on bicycle use
    • Hunt, J.D., Abraham, J.E.: Influences on bicycle use. Transportation 34, 453–470 (2007)
    • (2007) Transportation , vol.34 , pp. 453-470
    • Hunt, J.D.1    Abraham, J.E.2
  • 26
    • 84897126223 scopus 로고    scopus 로고
    • Hybrid choice model to investigate effects of teenagers’ attitudes toward walking and cycling on mode choice behavior
    • Kamargianni, M., Polydoropoulou, A.: Hybrid choice model to investigate effects of teenagers’ attitudes toward walking and cycling on mode choice behavior. Travel Behav. 1, 151–161 (2013)
    • (2013) Travel Behav , vol.1 , pp. 151-161
    • Kamargianni, M.1    Polydoropoulou, A.2
  • 27
    • 0019262621 scopus 로고
    • Travel-choice behaviour: models of perceptions, feelings, preference, and choice
    • Koppelman, F.S., Pas, E.I.: Travel-choice behaviour: models of perceptions, feelings, preference, and choice. Transp. Res. Rec. 765, 26–33 (1980)
    • (1980) Transp. Res. Rec , vol.765 , pp. 26-33
    • Koppelman, F.S.1    Pas, E.I.2
  • 29
    • 0033346724 scopus 로고    scopus 로고
    • Analysis of the role of traveller attitudes and perceptions in explaining mode-choice behaviour
    • Kuppam, A.R., Pendyala, R.M., Rahman, S.: Analysis of the role of traveller attitudes and perceptions in explaining mode-choice behaviour. Transp. Res. Rec. 1676, 68–76 (1999)
    • (1999) Transp. Res. Rec , vol.1676 , pp. 68-76
    • Kuppam, A.R.1    Pendyala, R.M.2    Rahman, S.3
  • 30
    • 0029333878 scopus 로고
    • Analysis of stated route diversion intentions under advanced traveller information systems using latent variable modelling
    • Madanat, S.M., Yang, C.Y.D., Yen, Y.M.: Analysis of stated route diversion intentions under advanced traveller information systems using latent variable modelling. Transp. Res. Rec. 1485, 10–17 (1995)
    • (1995) Transp. Res. Rec , vol.1485 , pp. 10-17
    • Madanat, S.M.1    Yang, C.Y.D.2    Yen, Y.M.3
  • 31
    • 84911953614 scopus 로고    scopus 로고
    • Modelling the impacts of smarter choices on transport demand. Case study: Promoting cycling in London. Master thesis. Centre for Transport Studies
    • Maldonado-Hinarejos, R.: Modelling the impacts of smarter choices on transport demand. Case study: Promoting cycling in London. Master thesis. Centre for Transport Studies, Imperial College London (2011)
    • (2011) Imperial College London
    • Maldonado-Hinarejos, R.1
  • 32
    • 0030617249 scopus 로고    scopus 로고
    • Modeling the desire to telecommute: the importance of attitudinal factors in behavioural models
    • Mokhtarian, P.L., Salomon, I.: Modeling the desire to telecommute: the importance of attitudinal factors in behavioural models. Transp. Res. Part A 31, 35–50 (1997)
    • (1997) Transp. Res. Part A , vol.31 , pp. 35-50
    • Mokhtarian, P.L.1    Salomon, I.2
  • 33
    • 0002436948 scopus 로고    scopus 로고
    • Discrete choice models incorporating revealed preferences and psychometric data
    • Morikawa, T., Ben-Akiva, M., McFadden, D.: Discrete choice models incorporating revealed preferences and psychometric data. Econom. Models Mark. 16, 27–53 (2002)
    • (2002) Econom. Models Mark , vol.16 , pp. 27-53
    • Morikawa, T.1    Ben-Akiva, M.2    McFadden, D.3
  • 34
    • 0030318186 scopus 로고    scopus 로고
    • Longitudinal analysis of bicycle count variability: results and modeling implications. J. Transp. Eng
    • Niemeier, A.: Longitudinal analysis of bicycle count variability: results and modeling implications. J. Transp. Eng. May–June (1996)
    • (1996) May–June
    • Niemeier, A.1
  • 35
    • 84911973301 scopus 로고
    • La influencia de elementos subjetivos en funciones desagregadas de elección discreta
    • Ortúzar, de J.D., Hutt, G.A.: La influencia de elementos subjetivos en funciones desagregadas de elección discreta. Ingeniería de Sistemas 4, 37–54 (in Spanish) (1984)
    • (1984) Ingeniería de Sistemas , vol.37-54 , Issue.in Spanish , pp. 4
  • 36
    • 36448937082 scopus 로고    scopus 로고
    • Estimation of the determinants of bicycle mode share for the journey to work using census data
    • Parkin, J., Wardman, M., Page, M.: Estimation of the determinants of bicycle mode share for the journey to work using census data. Transportation 35, 93–109 (2008)
    • (2008) Transportation , vol.35 , pp. 93-109
    • Parkin, J.1    Wardman, M.2    Page, M.3
  • 37
    • 0033207865 scopus 로고    scopus 로고
    • Forecasting bicycle and pedestrian travel: state of the practice and research needs
    • Porter, C., Suhrbier, J., Schwartz, W.: Forecasting bicycle and pedestrian travel: state of the practice and research needs. Transp. Res. Rec. 1674, 94–101 (1999)
    • (1999) Transp. Res. Rec , vol.1674 , pp. 94-101
    • Porter, C.1    Suhrbier, J.2    Schwartz, W.3
  • 38
    • 0018465684 scopus 로고
    • Mode choice models with perceived reliability measures
    • Prashker, J.N.: Mode choice models with perceived reliability measures. Transp. Eng. J. 105, 251–262 (1979)
    • (1979) Transp. Eng. J , vol.105 , pp. 251-262
    • Prashker, J.N.1
  • 39
    • 78651310754 scopus 로고    scopus 로고
    • Sequential and simultaneous estimation of hybrid discrete choice models: some new findings. Transp. Res
    • Raveau, S., R. Alvarez-Daziano, M.F. Yáñez, D. Bolduc and J. de D. Ortúzar: Sequential and simultaneous estimation of hybrid discrete choice models: some new findings. Transp. Res. Rec. (2010)
    • (2010) Rec
    • Raveau, S.1    Alvarez-Daziano, R.2    Yáñez, M.F.3    Bolduc, D.4    Ortúzar, J.D.5
  • 40
    • 84911983435 scopus 로고    scopus 로고
    • Quantifying and comparing the effects of weather on bicycle demand in Melbourne (Australia) and Portland (USA). Transp. Res
    • Rose, G., Ahmed, F., Figliozzi, M., Jacob, C.: Quantifying and comparing the effects of weather on bicycle demand in Melbourne (Australia) and Portland (USA). Transp. Res. Board. (2011)
    • (2011) Board
    • Rose, G.1    Ahmed, F.2    Figliozzi, M.3    Jacob, C.4
  • 41
    • 75949122873 scopus 로고    scopus 로고
    • Bicycle facility planning using GIS and multi-criteria decision analysis
    • Rybarczyka, G., Wu, C.: Bicycle facility planning using GIS and multi-criteria decision analysis. Appl. Geogr. 30, 282–293 (2010)
    • (2010) Appl. Geogr , vol.30 , pp. 282-293
    • Rybarczyka, G.1    Wu, C.2
  • 42
    • 33947361515 scopus 로고    scopus 로고
    • Estimating cycling demand for the journey to work or study in West Edinburgh, Scotland
    • Ryley, T.J.: Estimating cycling demand for the journey to work or study in West Edinburgh, Scotland. Transp. Res. Rec. 1982, 187–193 (2006)
    • (2006) Transp. Res. Rec , vol.1982 , pp. 187-193
    • Ryley, T.J.1
  • 43
    • 36749051765 scopus 로고    scopus 로고
    • Latent variable modelling: a survey
    • Skrondal, A., Rabe-Hesketh, S.: Latent variable modelling: a survey. Scand. J. Stat. 34, 712–745 (2007)
    • (2007) Scand. J. Stat , vol.34 , pp. 712-745
    • Skrondal, A.1    Rabe-Hesketh, S.2
  • 44
    • 84911973197 scopus 로고    scopus 로고
    • Temporal variations of bicycle demand in the Netherlands: the influence of weather on cycling. Transp. Res
    • Thomas, T., Jaarsma, R., Tutert, B.: Temporal variations of bicycle demand in the Netherlands: the influence of weather on cycling. Transp. Res. Rec. (2009)
    • (2009) Rec
    • Thomas, T.1    Jaarsma, R.2    Tutert, B.3
  • 46
    • 33645864649 scopus 로고    scopus 로고
    • The effects of attitudes and personality traits on mode choice
    • Vredin Johansson, M., Heldt, T., Johansson, P.: The effects of attitudes and personality traits on mode choice. Transp. Res. Part A 40, 507–525 (2006)
    • (2006) Transp. Res. Part A , vol.40 , pp. 507-525
    • Vredin Johansson, M.1    Heldt, T.2    Johansson, P.3
  • 47
    • 84911980374 scopus 로고    scopus 로고
    • Walker, J.: Extended discrete choice models: integrated framework, flexible error structures, and latent variables, Ph.D. Dissertation MIT, Massachusetts (2001)
    • Walker, J.: Extended discrete choice models: integrated framework, flexible error structures, and latent variables, Ph.D. Dissertation MIT, Massachusetts (2001)
  • 48
    • 33845495814 scopus 로고    scopus 로고
    • Factors influencing the propensity to cycle to work
    • Wardman, M.R., Tight, M.R., Page, M.: Factors influencing the propensity to cycle to work. Transp. Res. A 41(4), 339–359 (2007)
    • (2007) Transp. Res. A , vol.41 , Issue.4 , pp. 339-359
    • Wardman, M.R.1    Tight, M.R.2    Page, M.3
  • 49
    • 77950461846 scopus 로고    scopus 로고
    • The santiago panel: measuring the effects of implementing transantiago
    • Yáñez, M.F., Mansilla, P., de Ortúzar, J.D.: The santiago panel: measuring the effects of implementing transantiago. Transportation 37, 125–149 (2009)
    • (2009) Transportation , vol.37 , pp. 125-149
    • Yáñez, M.F.1    Mansilla, P.2    de Ortúzar, J.D.3
  • 50
    • 77956318583 scopus 로고    scopus 로고
    • Inclusion of latent variables in Mixed Logit models: modelling and forecasting
    • Yáñez, M.F., Raveau, S., de Ortúzar, J.D.: Inclusion of latent variables in Mixed Logit models: modelling and forecasting. Transp. Res. Part A 44, 744–753 (2010)
    • (2010) Transp. Res. Part A , vol.44 , pp. 744-753
    • Yáñez, M.F.1    Raveau, S.2    de Ortúzar, J.D.3
  • 51
    • 84916897527 scopus 로고    scopus 로고
    • Valuing cycling—Evaluating the economic benefits of providing dedicated cycle ways at a strategic network level
    • September, Adelaide, Australia:
    • Yi, M., Feeney, K., Adams, A., Garcia, C. and Chandra P.: Valuing cycling—Evaluating the economic benefits of providing dedicated cycle ways at a strategic network level. Australasian Transport Research Forum 2011 Proceedings 28–30 September, Adelaide, Australia (2011)
    • (2011) Australasian Transport Research Forum 2011 Proceedings , vol.28-30
    • Yi, M.1    Feeney, K.2    Adams, A.3    Garcia, C.4    Chandra, P.5


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