Lesson 1

Fundamental Theories and Evolution of Market Efficiency

Market efficiency is one of the core concepts for understanding how financial markets operate. Why do prices reflect information? Why do deviations sometimes occur? The answers to these questions form the essential foundation for both financial theory and trading practice.

What is Market Efficiency?

Market efficiency refers to the speed and completeness with which market prices reflect information. In a highly efficient market, all public and available information is rapidly incorporated into prices, making it difficult for traders to consistently earn excess returns using existing information. As a result, price fluctuations are mainly driven by new information rather than repeated use of old information. Essentially, the market is not predicting the future but is continuously absorbing information and dynamically adjusting its pricing and expectations for the future.

From a practical perspective, a market’s efficiency is usually reflected in several aspects:

  • The speed at which information is incorporated into prices
  • Whether prices can reflect most public information
  • Whether there are long-term, stable arbitrage opportunities
  • Whether transaction costs and liquidity affect information transmission

Market efficiency is not an absolute state but a matter of degree; different markets exhibit varying levels of efficiency at different stages.

Three Forms of the Efficient Market Hypothesis

The Efficient Market Hypothesis (EMH) is the classic theoretical framework describing market efficiency. It divides markets into three forms based on how they reflect information.

The first is the weak-form efficient market, where prices already reflect all historical price and trading data. Therefore, it is difficult to consistently profit solely from technical analysis.

The second is the semi-strong form efficient market, where prices reflect not only historical data but also all public information, such as financial reports, news, and macroeconomic data. In this scenario, the advantage of fundamental analysis is also diminished.

The third is the strong-form efficient market, where prices reflect all information, including non-public information. This is a theoretical extreme that is rarely fully realized in practice.

These three forms can be understood in terms of whether information can generate excess returns. In weak-form efficient markets, historical price information is fully reflected, making it hard to achieve stable returns by relying solely on past price trends. In semi-strong form efficient markets, all public information is quickly absorbed by the market, making strategies based on public information similarly difficult to profit from over time. In strong-form efficient markets, almost all information (including non-public information) is reflected in prices, so there is essentially no exploitable informational advantage in the market.

In reality, market efficiency usually falls between weak and semi-strong forms and continues to evolve as information dissemination speeds up and technology advances.

Information Asymmetry and Price Deviations

Although the Efficient Market Hypothesis provides an idealized framework, real-world markets often exhibit information asymmetry—differences in how quickly, how well, and how accurately participants access and interpret information. This can cause prices to deviate from their fair value in the short term.

Some institutional investors may gain an informational edge through faster data systems or more in-depth research, allowing them to trade before prices fully reflect new information. In addition, participants’ cognitive biases, emotional swings, and herd behavior can also lead to overreactions or underreactions in prices.

Typical market phenomena caused by information asymmetry include:

  • Short-term price deviations from fundamental value
  • The emergence of arbitrage opportunities
  • Amplified market volatility
  • Information advantages turning into trading profits

Therefore, markets are not always perfectly efficient; rather, they fluctuate between efficiency and deviation. It is precisely these deviations that provide profit opportunities for traders and quantitative strategies.

Disclaimer
* Crypto investment involves significant risks. Please proceed with caution. The course is not intended as investment advice.
* The course is created by the author who has joined Gate Learn. Any opinion shared by the author does not represent Gate Learn.