Psychological traits to eco-friendly transportation systems
| Autor: | Y.S. Bae, Jin-Hyuk Chung, Jinhee Kim |
|---|---|
| Přispěvatelé: | Urban Planning and Transportation |
| Jazyk: | angličtina |
| Rok vydání: | 2017 |
| Předmět: |
050210 logistics & transportation
Class (computer programming) Individual heterogeneity psychometric traits 05 social sciences 0211 other engineering and technologies Mode (statistics) 021107 urban & regional planning latent classl 02 engineering and technology Latent variable mode choice Travel behavior 0502 economics and business Econometrics heterogeneity Psychology Mode choice Explanatory power Everyday life |
| Zdroj: | Transportation Research Procedia, 25, 4270-4284. Elsevier |
| ISSN: | 2352-1465 2352-1457 |
| Popis: | Differences in psychometric traits can be revealed in the actions of an individual's everyday life, including their transportation mode choice. There are many inexplicable behaviors in mode choice when only individual socio-economic variables and alternative attributes are included. The explanatory power of models can be enhanced if individual heterogeneity is addressed by the incorporation of psychometric traits. We used latent class choice model to this behavior in which latent classes were psychometric traits, and the choice model was mode choice across classes. We simultaneously estimated latent classes and how latent traits impacted mode choice to improve performance. Empirical results indicated that there are people who persist on their own mode and have preferences for environment and specific modes. Characteristics of latent classes were consistent with mode choice behavior. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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