Publications
Under Review
Kim, P., Jung, J., Min, C., Choi, H., Kim., D, Kumar, P., Hwang, J., & Song, D. “A Pilot Comparative Study on Personal Monitoring and Deep Learning-Based Mobile Alert Intervention for PM2.5-Related Asthma Exacerbations in Children” (status: under review)
Topic: Predicting asthmatic risk from pollution and implementing personalized mobile alert interventions
Design / Methods: Deep learning (1D-CNN-LSTM)
Kim, P., Choi, S., Kim, D., & Lee, C. “Bayesian Spatial-Temporal Modeling for Policy Evaluation: Assessing the Impact of COVID-19 Social Distancing Policies Using Google Mobility”
- Topic: Estimating the impact of COVID-19 social distancing policies on human mobility
- Design / Methods: Bayesian spatial-temporal modeling
- Kim, P.”From Command-and-Control to Carbon Pricing: Estimating the Causal Effects on Firm Environmental Performance”
Topic: Estimating the effects of climate policy on firms’ environmental performance
Design / Methods: Difference-in-difference; Event-study model
Working Papers
“Geospatial Analysis on Dental Health Service Access and Workforce Distribution in Kenya” (with Brenda Okumu, Caroline Kibosia, Dohyung Kim, Arthur Kemoli, Linus Ndegwa, Osman Adullahi, & Hyewon Lee)
“Who Struggles to Reenter the Community After Injury? A Machine Learning Analysis of Burn Survivors” (with Kristine Hahm, Karen Kowalske, Dohyeong Kim, & Richard Scotch)
“The Long-Term Impacts of Neighborhoods on Labor Market Outcomes for Children with Disabilities: Evidence from Texas” (sole author)
“Bayesian Spatial-Temporal Modeling for Policy Diffusion Research: Capturing Time, Space, and Their Interactions.” (sole author, accepted for inclusion in the Special Issue on Policy Diffusion, Policy Studies Journal)