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Data, Collateral, and Implications for the Credit Cycle

Leonardo Gambacorta, Yiping Huang, Zhenhua Li, Han Qiu, Dec 09, 2020

The use of massive amounts of data by large technology firms (big techs) to assess firms’ creditworthiness could reduce the need for collateral in credit markets. Using a unique dataset of more than 2 million Chinese firms that received credit from both an important big tech firm (Ant Group) and traditional commercial banks, we find that a greater use of big tech...

In the Shadows of the Government: Relationship-building during Political Turnovers

Hanming Fang, Zhe Li, Nianhang Xu, Hongjun Yan, Mar 06, 2019

We document that firms use two instruments to build relationships with local government officials in China: “perk spending” and personnel changes. Following a turnover in the positions of Party Secretary or Mayor of a city in China, firms (especially private firms) headquartered in that city significantly increase their perk spending...

Unequal Transition: The Widening Wealth Gap amidst China’s Rapid Growth

Yangtian Jiang, Yu Zheng, Lijun Zhu, Nov 08, 2023

We examine the drivers of rising wealth inequality in urban China since 1995. We highlight the intertwined nature of growth and equity during China’s transition toward a market-oriented economy.

Spillovers in Childbearing Decisions and Fertility Transitions: Evidence from China

Pauline Rossi, Yun Xiao, Mar 24, 2021

To what extent and through which mechanisms are couples influenced by others when choosing their own family size? Recent research exploits exemptions in China’s family planning policies to show that conformism and competition drove the diffusion of small families, and hence accelerated the fertility transition in China.

Can Credit Still Prop Up the Chinese Economy?

Sophia Chen, Lev Ratnovski, Feb 28, 2018

Recent IMF research explores the effectiveness of credit in supporting the Chinese economy, and compares it with the effectiveness of fiscal stimulus. The study finds that credit contributed positively to output growth in China in the early 2000s, but the effect fell to almost zero post-2010. This suggests that, at present, credit cannot effectively support further growth of the Chinese economy. In contrast, the estimated fiscal multiplier is 1.4 post-2010, which is high in international and historic comparisons. Therefore, a targeted fiscal stimulus can cushion the adjustment of the Chinese economy to lower credit growth.