Data and Behavior
Energy, Transportation and Smart Mobility
My team conducts randomized experiments and uses evidence from big data and machine learning algorithms as applied to public policy analysis.
Data and Behavior
Featured Publications:
Big Data and Connected, Smart Devices
Correcting Consumer Misperception
Published in Nature Energy
Published in Nature Energy
Big Data and Information Policies
The Effectiveness of US Energy Efficiency Labels
Published in Nature Energy |
Big Data and Energy Conservation
Nonprice Incentives and Energy Conservation
Published in the Proceedings of the National Academy of Sciences |
Big Data and Behavior Change
The Dynamics of Behavior Change
Published in the Journal of Economic Behavior & Organization |
I am currently using social data from mobile apps to study strategies supporting the growth of electric vehicle charging infrastructure.
Big Data and Charging Behavior with AI |
Big Data and Detecting Infrastructure Failures |
Evaluating sustainable transportation infrastructure with real-time data from mobile platforms
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Detecting behavioral failures in electric vehicle infrastructure using supervised text classification algorithms
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Code and replication materials for current projects on GitHub
www.github.com/asensio-lab
www.github.com/asensio-lab
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