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Verifying China’s COVID-19 Recovery Using the FRBSF China CAT

Remy Beauregard, John G. Fernald, Mark M. Spiegel, Dec 23, 2020

Using the FRBSF China Cyclical Activity Tracker, we confirm the robustness of China’s recovery from the COVID-19 downturn. The FRBSF “China CAT” estimates that first quarter 2020 China GDP plunged 6.4 standard deviations below its detrended level a year earlier, but by the end of the third quarter, China economic activity had recovered to only 0.1 standard deviations below trend. As such, the FRBSF China CAT index validates the accuracy...

Do Interest Rates Play a Major Role in Monetary Policy Transmission in China?

Gunes Kamber, Madhusudan Mohanty, Aug 17, 2018

We explore the role of interest rates in monetary policy transmission in China in the context of its multiple instrument setting. In doing so, we construct a new series of monetary policy surprises using information from high frequency Chinese financial market data around major monetary policy announcements. We find that a contractionary monetary policy surprise increases interest rates and significantly reduces inflation and economic activity. Our findings provide further support to recent studies suggesting that monetary policy transmission in China has become increasingly similar to that in advanced economies.

What You Import Matters for Productivity Growth: Experience from Chinese Manufacturing Firms

Jiawei Mo, Larry D. Qiu, Hongsong Zhang, Xiaoyu Dong, Dec 22, 2021

We find that capital import has a substantially larger productivity effect than intermediates import, by generating significant long-term productivity gains through R&D-capital synergy, R&D-inducing, and direct dynamic productivity effects. Our findings highlight the importance of tariff structure in tariff liberalization: the change in tariff structure explains 18% of the productivity gains following China’s WTO accession.

Debt Management and Strategic Interactions in Top-down Bureaucracy: Evidence from China

Xi Qu, Zhiwei Xu, Jinxiang Yu, Apr 30, 2025

The Chinese central government implemented a series of measures to establish a top-to-bottom debt ceiling management system starting in 2015. Under this regulatory framework, public debt issuance for a prefecture city is subject to a ceiling (quota) determined through a hierarchical procedure. Based on a comprehensive dataset, we investigate what factors determine the allocations of debt ceiling to prefectural cities in China after the debt management reform. We find that the distributional outcome of the debt ceilings relies on the bilateral interactions of local and their superior governments. We also estimate the effect of ceiling allocation on the real economy, as well as the potential risk associated with implicit debt accumulation.

Building Tall, Falling Short: An Empirical Assessment of Chinese Skyscrapers

Ziyang Chen, Ting Chen, Yatang Lin, Jin Wang, Jun 04, 2025

Amid debates around state-led urbanization in developing countries, we analyze the causes and consequences of China’s skyscraper boom. We find that local governments often subsidize these projects through discounted land prices, motivated by political incentives. However, we find that such subsidies offer minimal long-term benefits, largely due to a mismatch with local conditions.