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The Toll of Mental Biases in Crypto Investing

Understanding the role of mental biases in crypto investing and the potential benefits of a systematic momentum strategy. By Gregory Mall, Head of Investment Solutions at AMINA Bank.

Updated Nov 4, 2024, 3:50 p.m. Published Nov 4, 2024, 3:50 p.m.
Momentum
Momentum

Investing in cryptocurrencies like bitcoin often evokes strong emotional responses and mental biases. The volatility and rapid price swings can lead to impulsive decisions driven by fear and greed, rather than rational analysis. These biases can significantly impact investment outcomes, often leading to suboptimal returns and heightened risk. This is where a systematic momentum strategy, such as the AMINA CoinDesk BTC Momentum Strategy, may play a crucial role in mitigating these biases and enhancing investment performance.

Mental Biases in Crypto Investing

Mental biases are psychological factors that influence decision-making. Common biases that have been extensively documented in academics include:

  • Overconfidence Bias: Investors often overestimate their knowledge and ability to predict market movements, leading to excessive trading and increased risk exposure.
  • Herd Mentality: The tendency to follow the crowd can lead to buying during market peaks and selling during troughs, often resulting in significant losses.
  • Loss Aversion: The fear of losses can cause investors to hold onto losing positions for too long, hoping for a rebound, while being quick to sell winning positions to lock in gains.
  • Anchoring: Relying too heavily on initial information or the purchase price can prevent investors from adjusting their positions based on new market realities.

These biases can lead to erratic investment behaviour, increased volatility, and extreme drawdowns per Almeida & Goncalves (2023). For instance, during market downturns, the impulse to sell assets can lock in losses, while the fear of missing out (FOMO) during rallies can lead to buying at inflated prices. These effects tend to be more extreme in more speculative asset classes and cryptocurrencies are certainly one of the most speculative asset classes.

Benefits of a Systematic Momentum Strategy

A systematic momentum strategy, like the AMINA CoinDesk BTC Momentum Strategy, addresses these mental biases by relying on quantitative signals rather than emotional decision-making.

This approach offers several key benefits:

1. Reduced Volatility and Drawdowns: By dynamically allocating between Bitcoin and cash based on momentum indicators, the strategy aims to minimize exposure during periods of high volatility and downturns. This may result in lower drawdowns compared to a pure buy-and-hold strategy.

According to the AMINA CoinDesk BTC Momentum Strategy performance data, which includes backfilled historical data, the strategy achieved an annualized return of 36.2% with an annualized volatility of 42.8%, compared to Bitcoin's 26.0% return with 66.6% volatility. The maximum drawdown for the momentum strategy was -53.5%, significantly lower than Bitcoin's -79.8%.

2. Improved Risk-Adjusted Returns: The strategy generated higher risk-adjusted returns, as indicated by its Sharpe Ratio of 0.85, compared to Bitcoin's 0.39 over the same period. This suggests that the momentum strategy provides better returns for the level of risk taken.

3. Systematic Decision-Making: By using transparent and predefined rules for trading, the strategy mitigates the influence of emotions and biases. This systematic approach helps ensure that investment decisions are based on objective data rather than subjective judgment.

4. Diversification and Flexibility: The strategy's ability to switch between bitcoin and cash provides a level of diversification and flexibility that can protect against extreme market conditions. This adaptability is crucial in managing the unique risks associated with the highly volatile crypto market.

Figure 1: Performance Comparison between AMINA CoinDesk BTC Momentum Strategy (BTIAMINA) and the CoinDesk Bitcoin Price Index (XBX).

Source: Author’s own research, October 2024.
Source: Author’s own research, October 2024.

In conclusion, mental biases are a significant challenge in crypto investing, often leading to poor decision-making and increased risk in the form of volatility and drawdowns. A systematic momentum strategy, such as the AMINA CoinDesk BTC Momentum Strategy, offers a robust solution by aiming to reduce volatility, improve risk-adjusted returns, and mitigate the effects of emotional decision-making. By adhering to a disciplined investment approach, investors can better achieve more stable and favorable outcomes in the dynamic world of cryptocurrencies.

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Authors' views and opinions are their own and not associated with CoinDesk Indices, neither AMINA Bank AG or any of its related group entities.


Disclosures: Opinions verted in this article represent only and exclusively the Author’s opinion and should not be construed as AMINA Bank AG neither any of its related group entities’ (“AMINA”) opinion or advice. AMINA is a Swiss bank and securities dealer with its head office and legal domicile in Switzerland. It is authorized and regulated by the Swiss Financial Market Supervisory Authority (FINMA). The information contained in this document does not constitute and shall not be construed as legal and/or tax advice. This document is for your information only and is not intended as an offer, or a solicitation of an offer, to buy or sell any investment or other specific product. The information contained herein does not constitute a personal recommendation or take into account particular investment objectives, investment strategies, financial situation and needs of any specific recipient. Certain products and services of AMINA are not accessible to residents and/or nationals of certain countries. Certain services and products are subject to legal restrictions and cannot be offered on an unrestricted basis and/or may not be eligible for sale to certain investors. Recipients are therefore asked to consult the sales restrictions relating to products or services in question for further information. Furthermore, recipients may consult their legal/tax advisors should they require any clarifications. This document may not be reproduced, or copies circulated without prior authorization of AMINA. Unless otherwise agreed in writing, AMINA expressly prohibits the distribution and transfer of this document to third parties for any reason. AMINA accepts no liability whatsoever for any claims or lawsuits from any third parties arising from the use or distribution of this document. ©AMINA, Kolinplatz 15, 6300 Zug

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Gregory Mall

Gregory Mall is the Head of Investment Solutions at AMINA Bank (formerly SEBA Bank), a pioneering institution in the financial industry offering a fully comprehensive suite of regulated banking services in the emerging digital economy. Greg's primary responsibilities involve product structuring for Exchange-Traded Products (ETPs), Actively Managed Certificates (AMCs), and structured products related to digital assets. He also oversees the management of discretionary mandates concerning both traditional and digital assets. Before joining AMINA Bank, Greg worked as a multi-asset fund manager at Credit Suisse. He earned a Master's degree in Economics from the University of St. Gallen (HSG) and is a CFA and FRM charterholder.

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