"From Policy Goals to Real-World Effects: A Policy Project" Journal of Economics Teaching, 2025. [link]
Abstract: Mircomobility has become an exceedingly popular transportation option recently, especially because of the emergence of shared micromobility options. Little is known about how micromobility impacts an individual's use of the transportation network. I investigate the impact of Citi Bike, a docked bike share program in New York City on taxi ridership. Using a difference-in-differences research design that exploits the spatial rollout of Citi Bike dock stations, I find that Citi Bike and taxis are substitutes. The average taxi market experiences a 3.2% decline in trips each week, with the effect being stronger for shorter trips. Two potential mechanisms are explored; direct substitution to Citi Bike and substituting from taxis to use Citi Bike and public transportation in tandem.
"The Impact of Bike Share Stations on Crime"
(with James Schulte)
Abstract: Transportation stations impact local crime by changing the incentives for criminal activity. Most studies on the link between crime and transit stations focus on public transportation, however, there is limited evidence for other transportation alternatives, like micromobility. Using a spatial difference-in-differences research design, we provide evidence that bike share docking stations cause a significant increase in crime within 25 meters by leveraging data on Citi Bike and reported crime in New York City. Our results are robust across various estimators and counterfactuals, and we find heterogeneous effects depending on the type of crime and the time of day a crime was reported to have occurred. These findings provide insights into the external costs of micromobility, offering policymakers further information when considering its adoption as a transportation alternative.