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Investor Memory and Biased Beliefs: Evidence from the Field

Zhengyang Jiang, Hongqi Liu, Cameron Peng, Hongjun Yan, Aug 20, 2025

We explore how investor memory drives belief formation and trading behavior, fueling financial market volatility. Drawing on surveys of over 17,000 Chinese retail investors linked to trading records, our study finds that recollections of past returns—shaped by both salient market events in the past and current market conditions—strongly influence expectations of future returns and investors’ portfolio choices, often outweighing objective historical data. These findings suggest that memory-driven biases amplify boom-and-bust cycles, with policy implications for improving market stability by counteracting distorted recall.

Robots as Guardians: How Automation Has Made Chinese Workplaces Safer

Wei Luo, Lixin Tang, Yaxin Yang, Xianqiang Zou, Feb 03, 2026

Industrial robots are often discussed primarily in terms of their employment effects. New evidence from China shows that automation has also delivered substantial improvements in workplace safety, with sharp reductions in accidents and fatalities.

E vs. G: Environmental Policy and Earnings Management in China

Darwin Choi, Feifei Lai, Mar 12, 2025

We examine the conflict between environmental and governance issues arising from China’s automatic air pollutant monitoring system, introduced in 2012. Our findings suggest that polluting firms engage in downward earnings management to potentially minimize regulatory attention, with factors such as firm size, profitability, and market conditions influencing the extent of this behavior. This study highlights the unintended consequences of environmental policies.

Banking and Banking Reforms in China in a Model of Costly State Verification

Jie Luo, Cheng Wang, Mar 26, 2025

We present a macro view of China’s financial system, in which a monopolistic banking sector coexists endogenously with bonds and private loans. In equilibrium smaller firms raise finance from private lending, larger firms do so through bank loans, and the largest firms do so by issuing bonds. The model predicts that expanding credit supply increases bank loans but reduces bond finance and private lending, in absolute terms and relative to total credit. In addition, removing the interest rate ceiling on bank lending—a recent reform in China—induces larger loans and higher lending rates, lowering the share of bank loans in total credit. We present empirical evidence to support these predictions.

Input Trade Liberalization and Firm Labor Market Power in China

Illenin O. Kondo, Yao Amber Li, Wei Qian, Jul 30, 2025

More trade, more jobs? Or fewer? China’s accession to the WTO has catalyzed a rich research agenda on the labor market consequences of trade liberalization. Departing from the assumptions of perfectly competitive labor markets, we ask whether Chinese firms exercised more or less labor market power when input tariffs fell with China’s WTO accession? We show that input trade liberalization reduced labor monopsony power in China, especially for skill-intensive firms and in markets with more labor supply growth.