Arbeitspapier
Latent Variables in a Travel Mode Choice Model: Attitudinal and Behavioural Indicator Variables
In a travel mode choice context, we use survey data to construct and test the significance of five individual specific latent variables environmental preferences, safety, comfort, convenience and flexibility - postulated to be important for modal choice. Whereas the construction of the safety and environmental preference variables is based on behavioural indicator variables, the construction of the comfort, convenience and flexibility variables is based on attitudinal indicator variables. Our main findings are that the latent variables enriched discrete choice model outperforms the traditional discrete choice model and that the construct reliability of the attitudinal latent variables is higher than that of the behavioural latent variables. Important for the choice of travel mode are modal travel time and cost and the individuals preferences for flexibility and comfort as well as her environmental preferences.
- Sprache
-
Englisch
- Erschienen in
-
Series: Working Paper ; No. 2005:5
- Klassifikation
-
Wirtschaft
Multiple or Simultaneous Equation Models: Discrete Regression and Qualitative Choice Models; Discrete Regressors; Proportions
Transportation: Demand, Supply, and Congestion; Travel Time; Safety and Accidents; Transportation Noise
- Thema
-
Modal choice
latent variable
discrete choice model
modal safety
Verkehrsmittelwahl
Multivariate Analyse
Diskrete Entscheidung
- Ereignis
-
Geistige Schöpfung
- (wer)
-
Vredin Johansson, Maria
Heldt, Tobias
Johansson, Per
- Ereignis
-
Veröffentlichung
- (wer)
-
Uppsala University, Department of Economics
- (wo)
-
Uppsala
- (wann)
-
2005
- Handle
- URN
-
urn:nbn:se:uu:diva-211062
- Letzte Aktualisierung
-
10.03.2025, 11:41 MEZ
Datenpartner
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Objekttyp
- Arbeitspapier
Beteiligte
- Vredin Johansson, Maria
- Heldt, Tobias
- Johansson, Per
- Uppsala University, Department of Economics
Entstanden
- 2005
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