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The Productivity Consequences of Pollution-Induced Migration in China

By Gaurav Khanna, Wenquan Liang, Ahmed Mushfiq Mobarak, and Ran Song

American Economic Journal: Applied Economics, April 2025

We quantify how pollution affects aggregate productivity and welfare in spatial equilibrium. We show that skilled workers in China emigrate away from polluted cities. These patterns are evident under various empirical specifications, such as when instrume...

Terms-of-Trade Shocks Are Not All Alike

By Federico Di Pace, Luciana Juvenal, and Ivan Petrella

American Economic Journal: Macroeconomics, April 2025

Terms of trade are an inaccurate empirical proxy for how fluctuations in international prices affect the economy. To capture the relevance of terms-of-trade fluctuations for the domestic business cycle, the role of export and import prices needs to be ana...

A Unified Model of Learning to Forecast

By George W. Evans, Christopher G. Gibbs, and Bruce McGough

American Economic Journal: Macroeconomics, April 2025

We propose a model of boundedly rational and heterogeneous expectations that unifies adaptive learning, k-level reasoning, and replicator dynamics. Level-0 forecasts evolve over time via adaptive learning. Agents revise over time their depth of reasoning ...

Min(d)ing the President: A Text Analytic Approach to Measuring Tax News

By Lenard Lieb, Adam Jassem, Rui Jorge Almeida, Nalan Baştürk, and Stephan Smeekes

American Economic Journal: Macroeconomics, April 2025

Economic agents react to signals about future tax policy changes. Consequently, estimating their macroeconomic effects requires identification of such signals. We propose a novel text analytic approach for transforming textual information into an economic...

Severe Weather and the Macroeconomy

By Hee Soo Kim, Christian Matthes, and Toàn Phan

American Economic Journal: Macroeconomics, April 2025

We investigate the impact of severe weather shocks on the US macroeconomy over the past 60 years. Using a nonlinear vector autoregressive model, we find robust evidence of time-varying effects. While negligible at the beginning of the sample, the impact b...

Trade Shocks and Credit Reallocation

By Stefano Federico, Fadi Hassan, and Veronica Rappoport

American Economic Review, April 2025

This paper identifies a credit-supply contraction that arises endogenously after trade liberalization. Banks with loan portfolios concentrated in sectors exposed to competition from China face an increase in nonperforming loans after China's entry into th...