INCLUSION OF THE LATENT PERSONALITY VARIABLE IN MULTINOMIAL LOGIT MODELS USING THE 16PF PSYCHOMETRIC TEST
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| Format: | Artículo científico |
| Language: | en |
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Universidad Nacional de Colombia
2012
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| _version_ | 1876466451893714944 |
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| author | JORGE E. CÓRDOBA MAQUILÓN |
| author_facet | JORGE E. CÓRDOBA MAQUILÓN |
| contents | INCLUSION OF THE LATENT PERSONALITY VARIABLE IN MULTINOMIAL LOGIT MODELS USING THE 16PF PSYCHOMETRIC TEST JORGE E. CÓRDOBA MAQUILÓN G. PATRICIA JARAMILLO ÁLVAREZ Ingeniería Personality psychometric test Discrete choice model Multinomial logit model Latent psychologicalvariable Travel demand models typically use modal attributes and socioeconomic characteristics as explanatory variables.It has been established that attitudes and perceptions as well as individual psychological variables influencea user's behavior. In this study, the latent personality variable was included in the estimation of a hybrid discrete choice model to incorporate the effects of subjective factors. The latent personality variable was assessed with the 16PF psychometric test,which has been widely use by researchersworldwide. The paper analyzes the results of applying this model to a sample of employees and university professors and proposes a way in which the psychometric tests can be used in hybrid discrete choice models. Our results show that hybrid models that include latent psychological variables are superior to traditional models that ignore the effects of user's behavior. 2012 artículo científico 0012-7353 https://www.redalyc.org/articulo.oa?id=49623216010 en http://www.redalyc.org/revista.oa?id=496 Dyna application/pdf Universidad Nacional de Colombia Dyna (Colombia) Num.174 Vol.79 |
| format | Artículo científico |
| id | redalyc_49623216010 |
| institution | Redalyc |
| language | en |
| publishDate | 2012 |
| publisher | Universidad Nacional de Colombia |
| spellingShingle | INCLUSION OF THE LATENT PERSONALITY VARIABLE IN MULTINOMIAL LOGIT MODELS USING THE 16PF PSYCHOMETRIC TEST JORGE E. CÓRDOBA MAQUILÓN Ingeniería Personality psychometric test Discrete choice model Multinomial logit model Latent psychologicalvariable INCLUSION OF THE LATENT PERSONALITY VARIABLE IN MULTINOMIAL LOGIT MODELS USING THE 16PF PSYCHOMETRIC TEST JORGE E. CÓRDOBA MAQUILÓN G. PATRICIA JARAMILLO ÁLVAREZ Ingeniería Personality psychometric test Discrete choice model Multinomial logit model Latent psychologicalvariable Travel demand models typically use modal attributes and socioeconomic characteristics as explanatory variables.It has been established that attitudes and perceptions as well as individual psychological variables influencea user's behavior. In this study, the latent personality variable was included in the estimation of a hybrid discrete choice model to incorporate the effects of subjective factors. The latent personality variable was assessed with the 16PF psychometric test,which has been widely use by researchersworldwide. The paper analyzes the results of applying this model to a sample of employees and university professors and proposes a way in which the psychometric tests can be used in hybrid discrete choice models. Our results show that hybrid models that include latent psychological variables are superior to traditional models that ignore the effects of user's behavior. 2012 artículo científico 0012-7353 https://www.redalyc.org/articulo.oa?id=49623216010 en http://www.redalyc.org/revista.oa?id=496 Dyna application/pdf Universidad Nacional de Colombia Dyna (Colombia) Num.174 Vol.79 |
| title | INCLUSION OF THE LATENT PERSONALITY VARIABLE IN MULTINOMIAL LOGIT MODELS USING THE 16PF PSYCHOMETRIC TEST |
| topic | Ingeniería Personality psychometric test Discrete choice model Multinomial logit model Latent psychologicalvariable |
| url | https://www.redalyc.org/articulo.oa?id=49623216010 |