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Featured researches published by Akshay Vij.


Environmental Research Letters | 2011

The power and value of green in promoting sustainable transport behavior

David Gaker; David Vautin; Akshay Vij; Joan L. Walker

While it is increasingly popular to broadcast information regarding environmental impact, little is known regarding the effects that this information has on human behavior. This research aims to provide insight into whether, and to what extent, presenting environmental attributes of transport alternatives influences individual transport decisions. We designed and conducted three experiments in which subjects (UC Berkeley undergraduates) were presented with hypothetical scenarios of transport decisions, including auto purchase choice, mode choice, and route choice. We analyzed their decisions via a choice model to determine how they value reducing their emissions relative to other attributes. We found that our subjects are willing to adjust their behavior to reduce emissions, exhibiting an average willingness to pay for emissions reduction, or value of green (VoG), of 15?cents per pound of CO2 saved. Despite concern that people cannot meaningfully process quantities of CO2, we found evidence to the contrary in our subject pool in that the estimated VoG was consistent across context (the wide range of transport decisions that we presented) and presentation (e.g., whether the information was presented in tons or pounds, or whether a social reference point of the emissions of an average person was provided). We also found significant heterogeneity in VoG, with most of the respondents valuing green somewhere between 0 and 70?cents per pound and with women, on average, willing to pay 7?cents more per saved pound than men. While the findings are encouraging, further work is required to determine whether they hold outside of a lab environment and with a more representative pool of subjects.


Chapters | 2014

Hybrid choice models: the identification problem

Akshay Vij; Joan L. Walker

Choice modelling is an increasingly important technique for forecasting and valuation, with applications in fields such as transportation, health and environmental economics. For this reason it has attracted attention from leading academics and practitioners and methods have advanced substantially in recent years. This Handbook, composed of contributions from senior figures in the field, summarises the essential analytical techniques and discusses the key current research issues. It will be of interest to academics, students and practitioners in a wide range of areas.


Transportation | 2014

Values, attitudes and travel behavior: a hierarchical latent variable mixed logit model of travel mode choice

Marcel Paulssen; Dirk Temme; Akshay Vij; Joan L. Walker


Transportation Research Part A-policy and Practice | 2013

Incorporating the influence of latent modal preferences on travel mode choice behavior

Akshay Vij; Andre Carrel; Joan L. Walker


Transportation Research Part B-methodological | 2016

How, when and why integrated choice and latent variable models are latently useful

Akshay Vij; Joan L. Walker


Transportation Research Part C-emerging Technologies | 2015

When is big data big enough? Implications of using GPS-based surveys for travel demand analysis

Akshay Vij; Kalyanaraman Shankari


Transportation Research Part B-methodological | 2014

Preference endogeneity in discrete choice models

Akshay Vij; Joan L. Walker


International Choice Modelling Conference 2011 | 2011

Latent modal preferences: behavioral mixture models with longitudinal data

Akshay Vij; Andre Carrel; Joan L. Walker


Transportation Research Part C-emerging Technologies | 2017

A discrete choice framework for modeling and forecasting the adoption and diffusion of new transportation services

Feras El Zarwi; Akshay Vij; Joan L. Walker


Transportation Research Board 90th Annual MeetingTransportation Research Board | 2011

Understanding Multimodal Behavior: Individual Modality Styles and Their Influence on Travel Behavior

Andre Carrel; Akshay Vij; Joan L. Walker

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Joan L. Walker

University of California

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Rico Krueger

University of New South Wales

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Andre Carrel

University of California

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Feras El Zarwi

University of California

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Taha Hossein Rashidi

University of New South Wales

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David Gaker

University of California

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Lei Kang

University of California

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