The Causal Effects of Global Supply Chain Disruptions on Macroeconomic Outcomes: Evidence and Theory

173 Pages Posted: 5 Feb 2024 Last revised: 14 Sep 2024

See all articles by Xiwen Bai

Xiwen Bai

Tsinghua University

Jesús Fernández-Villaverde

University of Pennsylvania - Department of Economics; National Bureau of Economic Research (NBER)

Yiliang Li

University of International Business and Economics

Francesco Zanetti

University of Oxford; Australian National University (ANU) - Centre for Applied Macroeconomic Analysis (CAMA)

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Date Written: February 2024

Abstract

We study the causal effects and policy implications of global supply chain disruptions. We construct a new index of supply chain disruptions from the mandatory automatic identification system data of container ships, developing a novel spatial clustering algorithm that determines real-time congestion from the position, speed, and heading of container ships in major ports around the globe. We develop a model with search frictions between producers and retailers that links spare productive capacity with congestion in the goods market and the responses of output and prices to supply chain shocks. The co-movements of output, prices, and spare capacity yield unique identifying restrictions for supply chain disturbances that allow us to study the causal effects of such disruptions. We document how supply chain shocks drove inflation during 2021 but that, in 2022, traditional demand and supply shocks also played an important role in explaining inflation. Finally, we show how monetary policy is more effective in taming inflation after a global supply chain shock than in regular circumstances.

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Suggested Citation

Bai, Xiwen and Fernández-Villaverde, Jesús and Li, Yiliang and Zanetti, Francesco, The Causal Effects of Global Supply Chain Disruptions on Macroeconomic Outcomes: Evidence and Theory (February 2024). NBER Working Paper No. w32098, Available at SSRN: https://ssrn.com/abstract=4716661

Xiwen Bai (Contact Author)

Tsinghua University ( email )

Beijing, 100084
China

Jesús Fernández-Villaverde

University of Pennsylvania - Department of Economics ( email )

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Philadelphia, PA 19104
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National Bureau of Economic Research (NBER)

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Yiliang Li

University of International Business and Economics ( email )

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China

Francesco Zanetti

University of Oxford ( email )

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Oxford, Oxfordshire OX1 4AU
United Kingdom

Australian National University (ANU) - Centre for Applied Macroeconomic Analysis (CAMA) ( email )

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