Research
Publications
Consumer Impatience, Technological Innovation, and Market Structure
[Link]
Marketing Science, 2026
Selected for INFORMS Publicity Support
Consumer Protection in the Era of Online Tracking:
Suggestions for Improving Legislative Framework
[Link]
Policy Research Report,
Korea Internet & Security Agency (KISA), 2018
Job Market Paper
Trajectory Matters: Retail Exposure and Zoning Policies
in Legal Cannabis Market
[Available upon request]
Quantifies the causal effect of dispensary exposure on consumption
using Transformer-based trajectories and storefront visual metrics,
and evaluates zoning policy effectiveness for youth protection.
ISMS Doctoral Dissertation Early Stage Grants, Finalist (2025)
Work in Progress
How Valuable Is My Location Data? Monetization vs Privacy
Uses large-scale trajectory and co-visit data to model retail
substitution patterns and quantify the incremental value of
consumer geolocation information.
Purdue Bilsland Dissertation Fellowship (2026)
A Field Experiment on the Impact of Interactive Signage Exposure
on Cannabis Consumption
Designs a large-scale field experiment using digital billboards
to evaluate digital ad effectiveness and optimize ad length
and allocation.