Job Market Paper


"The Cost of Waiting to Invest: Evidence from Renewable Energy Projects"

Accepted for NBER Economics of Innovation in the Enegy Sector Workshop, Spring 2022

Work in progress


"Innovation for Social Progress: When Imperfect Appropriability Meets Incorrect Prices" (with Jacquelyn Pless)

Presented at the NBER Economics of Innovation in the Energy Sector Workshop, Spring 2021. Among seven competitively selected papers.


"The Intellectual Distance between Clean and Dirty Technologies" (with Su Jung Jee). Working Paper: https://tinyurl.com/e37p5h9j


Abstract: Do clean technologies learn from their dirty counterparts? Using the universe patents granted by USPTO from 1976 to 2020, we evaluate the “intellectual distance” between clean and dirty technologies. Our measure of intellectual distance is intuitively similar to “degrees of separation” where 1 indicates that a clean patent directly cites a prior dirty patent, and 2 indicates that there is an intermediary technology. We find that less than one-tenth of clean patents directly cite prior dirty art. Since citations are a proxy for learning, this implies that for the most part, leveraging dirty knowledge to pivot into clean sectors is not straightforward. However, there is a high degree of heterogeneity. Some clean technologies such as geothermal energy, carbon capture and storage, and offshore wind learn significantly from dirty technologies, due to shared knowhow related to drilling, pollution-control and operating out at sea. Our analysis identifies “clean adjacent sectors” that build upon dirty knowledge inputs, which could be plausible diversification options for dirty firms.