Research

Research Agenda

My research examines how climate change reshapes firm productivity, market structure, and technological change, focusing on the micro-to-macro channels through which firms adapt, reallocate, and innovate. I combine firm-level data, production-function estimations, and endogenous-markup models to quantify climate damages when technology and market power respond endogenously.


ResearchAgendaClimate &ProductivityInnovation &TechnologyMarket Structure& PolicyExtreme Heat &Directed InnovationClimate Change& Market PowerMisallocation:Adaptation vsMitigationProductionFunctionsDirectedTechnical ChangeEndogenousMarkupsTrade &InnovationEmissionAccounting &Supply ChainsCreativeDestructionDemandDiversificationGreenIndustrial Policy
Climate & Productivity
Innovation & Technology
Market Structure & Policy
Methods & Concepts
Future Directions

Research Projects

Extreme Heat and Directed Innovation
Job Market Paper
Extreme Heat and Directed Innovation
Extreme heat acts as a labor-biased productivity shock, triggering capital deepening and labor-saving directed innovation. Induced innovation offsets ~26% of heat-related productivity losses in EU manufacturing (2000–2020).
Climate Change and Market Power
with Shanjun Li, Ivan Rudik, Hui Zhou
Climate Change and Market Power
Extreme heat increases concentration and aggregate markups by shifting share from heat-vulnerable small firms to large firms. In a variable-elasticity model, endogenous markups amplify welfare losses relative to CES benchmarks.
Misallocation of Climate Innovation
Work in Progress
Misallocation of Climate Innovation — Adaptation vs Mitigation
Are we over-investing in mitigation and under-investing in adaptation? Measures the global imbalance in climate innovation and maps observed patent portfolios to socially optimal "wedges" using a dynamic planner framework and global patent data.

Future Directions

My future research agenda extends along several directions:


Feel free to reach out at em686@cornell.edu — happy to discuss research ideas, potential collaborations, or any questions about my work.