230 S. Bouquet St.
4507 W. W. Posvar Hall
Pittsburgh, PA 15260

Associate Professor, Department of Economics, University of Pittsburgh, 2023 —

Assistant Professor, Department of Economics, University of Pittsburgh, 2014 — 2023

Visiting Scholar, Federal Reserve Bank of St. Louis, 2017 (short term)

Ph.D., Economics, University of Pennsylvania, 2014

B.S., Economics, California Institute of Technology, 2006

Macroeconomics, Knowledge Diffusion, Technological Change, Computational Methods, Climate Economics

Optimal Taxation and R&D Policies (with Ufuk Akcigit and Stefanie Stantcheva), Econometrica, 2022

High-speed Railways and Collaborative Innovation (with Jiancheng Li and Mingqin Wu), Regional Science and Urban Economics, 2022

Back to Basics: Basic Research Spillovers, Innovation Policy and Growth (with Ufuk Akcigit and Nicolas Serrano-Velarde), Review of Economic Studies, 2021
Cited in the Economic Report of the President 2016

Assessing the Rate of Replication in Economics (with James Berry, Lucas Coffman, Rania Gihleb, and Alistair Wilson), American Economic Review (Papers and Proceedings), 2017

Transition to Clean Technology (with Daron Acemoglu, Ufuk Akcigit, and William Kerr), Journal of Political of Economy, 2016

Unleashing the Dragon: The Case for Patent Reform in China (with Lee Branstetter and Huiyan Zhang)

Science is Shaped by Wikipedia: Evidence from a Randomized Control Trial (with Neil Thompson)

From Patents to Products: Innovation, Product Creation, and Firm Growth (with David Argente, Salomé Baslandze, and Sara Moreira)

Economics and Epidemics: Evidence from an Estimated Spatial Econ-SIR Model (with Mark Bognanni, Daniel Kolliner, and Kurt Mitman)

Innovation and Patent Policy with Interdependent Technology

Measuring Patent Novelty Using Text Embeddings

Spatial Clustering of Firms: A Machine Learning Approach (with Chengying Luo and Mingqin Wu)

Theory and Evidence on the Relationship Between Corruption and Innovation (with Mingqin Wu)

International Competition in the Race to Clean Technology (with Chengying Luo)

Yellow Fever and the Growth of American Cities (with Sean McCoy and Werner Troesken)

Graduate: Computational Methods in Economics, Advanced Economic Growth, Advanced Macroeconomic Theory I/II

Undergraduate: Macroeconomics Proseminar, Economic Growth Elective, Intermediate Macroeconomics, Intermediate Microeconomics (Penn)

2024: Miami University, Rice University

2023: Federal Reserve Board, Federal Reserve Bank of Dallas, NBER Productivity Seminar (Virtual)

2019: Federal Reserve Bank of Cleveland, Seoul National University, South China Normal University (Guangzhou)

2018: World Bank, Einaudi Institute for Economics and Finance (Rome), South China Normal University (Guangzhou)

2015-2017: Seoul National University, U of Hong Kong, Sogang U (Seoul), IIES (Stockholm)

2014: U of Toronto, USC (Marshall), U of Pittsburgh, U of North Carolina (Chapel Hill), CREI (Barcelona)

2024: Banff Innovation, Productivity and Growth Conference

2023: NBER Productivity, Innovation, and Entrepreneurship Meeting (Cambridge), Junior Innovation Economics Conference (Harvard Business School)

2022: 9th ZEW/MaCCI Conference on the Economics of Innovation and Patenting (Frankfurt)

2021: Souther Economic Association Annual Meeting (virtual, Houston), Taiwan Symposium on Innovation Economics and Entrepreneurship (virtual, National Tsing Hua University)

2019: SED Annual Meeting (St. Louis), Korea Economic Review International Conference (Seoul), Econometrics Society China (Jinan University, Guangzhou), Roundtable for Engineering Entrepreneurship Research (Georgia Tech, discussant)

2018: Computational Social Sciences Retreat (Pitt), Econometrics Society Asia Meetings (Seoul), 4th Workshop on Chinese Politics and Society (Shanghai)

2017: Workshop on Innovation and Entrepreneurship (ISET-TSU, Tbilisi), Carnegie-Rochester-NYU Conference on Public Policy (CMU, discussant)

2016: Chinese Economists Society China Meeting (PHBS, Shenzhen)

2015: Firm and Technology Dynamics: A Global Perspective (Nottingham), Barcelona GSE Summer Forum, SED Annual Meeting (Warsaw), Mini Conference on Economic Growth (Chicago)

2010-2014: Penn Money Macro Workshop, SED Annual Meeting, Midwest Macroeconomic Meetings, Penn Money Macro Club, International Industrial Organization Conference

David Agorastos (Ph.D. 2024): Research Financial Economist, Office of the Comptroller of the Currency

Ying-Kai Huang (Ph.D. 2021): Applied Research Scientist - Economist, Snap Inc

Hokyu Song (Ph.D. 2024): Associate Research Fellow at Korea Development Institute

Hyungjin Kim (Ph.D. 2024): Associate Research Fellow at Korea Development Institute

Steven Lann (Ph.D. 2024): Data Science Fellow, Allegheny County Department of Human Services

Lucy Wang (Ph.D. 2023, Katz): Postdoctoral Researcher, University of Cambridge

Domonkos Vamossy (Ph.D. 2020): Economist, Amazon Web Services

Tianyi Wang (Ph.D. 2020): Postdoctoral Research Associate, Princeton

Jiyeon Kim (Ph.D. 2020): Economist, Korea Development Institute

Chengying Luo (Ph.D. 2019): Senior Data Scientist, Instacart

Hao Feng (Ph.D. 2018): Assistant Professor, Shanghai University of International Business and Economics

Richard Svoboda (Ph.D. 2017): Senior Economist, Amazon

American Economic Review, Econometrica, Review of Economic Studies, Journal of Political Economy, Journal of Monetary Economics, European Economic Review, American Economic Journal: Macroeconomics, Journal of Public Economics, International Economic Review, Macroeconomic Dynamics, Review of Economic Dynamics, Journal of Comparative Economics, Journal of the European Economic Association, Journal of Mathematical Economics, Journal of Development Economics, Review of Economics and Statistics, Journal of Economic Theory, RAND Journal of Economics, The Economic Journal

Hiring: Sustainability (Junior and Postdoc, 2015-16), International Trade (Junior, 2016-17), Development (Junior, 2016-17), International Macro (Junior, 2018-19), Econometrics (Junior, 2019-20)

Committees: Website Committee (2016-2020), Department Chair Selection Committee (2021), Diversity Committee (2021), Graduate Admissions Committee (2022-2025), AI Committee (2023)

Research Assistant, MIT, 2010-2013
Research Assistant, Caltech, 2005-2006
Research Assistant, CITA, Summer 2004
Software Developer, Cyplex Inc, 2006-2007
Software Developer, Lycoris Corp, Summer 2003
Software Developer, KDE Group, 2001-2002