Informed Trading in Financial Markets: A Key Issue for Traders, Regulators, and Scholars
Tatiana Franus
Assistant Professor of Finance | Trading | Machine Learning in Finance ??
Informed trading in financial markets is a topic that has captured the attention of traders, regulators, and research scholars for decades. This interest stems from the significant impact that informed trading can have on the efficiency and fairness of financial markets. But what exactly is informed trading, and why does it persist as a critical issue?
What is Informed Trading?
Informed trading occurs when investors use access to non-public, material information to make decisions that influence the prices of securities. This type of trading is often seen in the context of a buy or sell order that reacts to anticipated price changes based on privileged insights. Detecting informed trading typically involves analyzing the price responses to order flows, since these flows significantly impact micro-level price determinations within markets.
Why is Informed Trading Problematic?
Informed trading can present significant challenges to the integrity of financial markets. It can exacerbate information asymmetries, where some traders are unfairly advantaged because they hold superior knowledge. This can lead to less efficient markets, where prices do not truly reflect all available information. Additionally, informed trading may erode investor confidence, as uninformed market participants—like retail investors—may feel disadvantaged and less willing to participate in trading activities.
Scholarly Examination and Key Findings
Research in finance has long scrutinized the behaviors of various types of investors, examining how these behaviors and interactions influence market returns. Notably, studies have largely focused on equities, bonds, and foreign exchange markets due to more accessible data on investor types and their trading activities. In contrast, the futures market has received less research attention owing to data limitations. However, in my PhD thesis, I contribute to that literature by investigating informed trading specifically in the futures market.
#retail traders
Significant insights have been drawn from analyses differentiating retail and institutional trading behaviors. For example, studies by Eric Kelley and Paul C. Tetlock (2017) show that when retail investors sell stocks short, it often predicts a drop in stock prices. This suggests that some groups within the market have valuable insights that can predict future price changes.
#institutional investors
For institutional investors, like hedge funds and swap dealers, being information-motivated is a recognized characteristic. Researchers Fishe and Smith (2012) find that characteristics such as experience, position size, trading activity, and type of positions held offer significant predictive power for who is informed.
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Institutional investors, such as hedge funds and swap dealers, are known for making trades based on the information they gather. Researchers Fishe and Smith (2012) discovered that factors like their experience, the size of their trades, how often they trade, and the types of positions they hold help predict who has special insights in the market.
Why Should We Care?
Efforts to Address Informed Trading
To combat the potential downsides of informed trading, several strategies are employed:
Conclusion: The Ongoing Challenge
Informed trading will continue to be a topic of importance as it deeply influences how financial markets operate. As trading technologies and access to data evolve, new methods and strategies must be developed to understand and manage informed trading. Staying informed and vigilant about these issues is crucial for traders, regulators, and scholars alike to maintain the fairness and integrity of financial markets. By doing so, we can work toward a financial system that works optimally for everyone involved, from the smallest investor to the largest institution.
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Image source: my art, acrylic on canvas.