order flows

  • 详情 Political Uncertainty and Revenue Sharing in International Contracting
    While previous research has delved into the relationship between political uncertainty and the aggregate cross-border flows of capital, there remains a notable gap in our understanding of how political uncertainty affects firm ownership structure within foreign direct investment (FDI) projects, specifically concerning the intensive margin. In this study, we commence by introducing a stylized model, wherein a risk-averse foreign investor teaming up with a local producer is concerned about the political risk associated with the provision of public goods by the local government. Our analysis demonstrates that the foreign investor, acting as a residual claimant, allocates a greater proportion of revenues to the local partner when local policy conditions are more uncertain. This strategic decision indirectly locks in local government commitment to the international joint venture, thereby mitigating the negative influence of political uncertainty. Subsequently, we test our theoretical framework by employing a unique dataset that encompasses city-level political turnovers and firm-level incentive structures in the context of China. The results unveil robust evidence substantiating that uncertainty arising from local political turnover significantly affects the revenue-sharing agreements between foreign investors and their local partners within the international joint production.
  • 详情 When Price Discovery and Market Quality Are Most Needed: The Role of Retail Investors During Pandemic
    Using the Boehmer, Jones, Zhang, and Zhang (2021) algorithm, we identify a broad swath of marketable retail investor orders in the U.S. market during the pandemic. The marketable retail trading volumes rapidly rise from $325 billion in 2019 to $852 billion at mid-2020, and stay high for the next two years. The retail order flows positively predict cross-sectional returns over various horizons, and are associated with wider future effective spreads and higher future volatilities, as well as less market participations by high frequency traders and short-sellers. We find supportive evidence for informed and uninformed retail hypotheses.
  • 详情 THE STOCK CONNECT TO CHINA
    As a bridge between Chinese mainland and international financial markets, the Stock Connect program allows investors on both sides to gain mutual access. By analyzing how cross-border flows respond to macro-related shocks, we show that compared with possibly homemade foreign investors, genuine foreign investors are more likely affected by the U.S. monetary shocks, the exchange rate risk, the U.S. market performance as well as the cross-market valuation disparity. The paper highlights the importance of profiling different groups of cross-border participants over market integration.
  • 详情 Homemade Foreign Trading
    Using cross-border holding data from all custodians in China’s Stock Connect, we provide evidence that Chinese mainland insiders tend to evade the see-through surveillance by round-tripping via the Stock Connect program. After the regulatory reform of Northbound Investor Identification in 2018, the correlation between insider trading and northbound flows decays, and so does the return predictability of northbound flows. The reduction of return predictability is especially pronounced among less prestigious foreign custodians and cross-operating mainland custodians, behind which mainland insiders are more likely to hide. Our analysis sheds light on the role of regulatory cooperation over capital market integration.
  • 详情 Are Foreign Investors Informed? Trading Experiences of Foreign Investors in China
    Using a proprietary dataset from 2016 to 2019, we find that order flows from foreign investors, facilitated by regulatory liberalization through several channels, present strong predictive power for future stock returns in the Chinese market. Most surprisingly, foreign investors possess the ability to process local firm-level public news, whereas their informational advantages regarding global market-level information are relatively muted. Further, the predictive power of foreign investors is particularly strong on large price movement days when the implications of firm-level information is likely most pronounced. Finally, regulatory reforms that generally relax investment access requirements further improve foreign investors’ predictive power
  • 详情 Do stock prices underreact to information conveyed by investors' trades?
    We examine the process of stock prices adjusting to information conveyed by the trading process. Using the price impact of a trade to measure its information content, our analysis shows that the weekly price impact of market transactions has significant cross-sectional predictive power for returns in the subsequent week. The effect is sensitive to the level of informational asymmetry and is not due to excess liquidity demands or variations in rational risk premia. This finding suggests that prices may slowly incorporate trading information. We then characterize the key channel through which price underreaction occurs. We find that the price impact contains information that is not fully captured by public order flows and that a lead-lag effect exists regarding the arrival of information to different groups of investors. Hong and Stein’s (1999) gradual-information-diffusion theory seems the most likely explanation for price underreaction.