Data and Behavior
Energy, Transportation Policy and Smart Mobility 

My team conducts randomized policy experiments and uses evidence from big data and machine learning algorithms as applied to public policy analysis. 

Featured Publications:

Big Data and Connected, Smart Devices

Correcting Consumer Misperception

​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 

Detecting behavioral failures in electric vehicle infrastructure using supervised text classification algorithms

Code and replication materials for current projects on GitHub
www.github.com/asensio-lab

As featured