![Crypto trader](https://studyfinds.org/wp-content/uploads/2025/02/Trader-1200x800.jpg)
![Crypto trader](https://studyfinds.org/wp-content/uploads/2025/02/Trader-1200x800.jpg)
Researchers lay out how to avoid getting stuck in a doomed crypto exchange. (AYO Production/Shutterstock)
In a nutshell
- Decentralized exchanges show 31.2% lower failure rates than centralized platforms, making them statistically safer for traders’ assets
- Higher withdrawal fees (1.5x above average) and limited cryptocurrency offerings are key warning signs of potential exchange failure
- Exchanges with strong user ratings and active referral programs demonstrate better survival rates, suggesting community engagement correlates with platform stability
VAASA, Finland — In the volatile world of cryptocurrency trading, platforms vanish as quickly as they emerge. This nightmare scenario has already played out for thousands of traders globally, with nearly 500 cryptocurrency exchanges failing since 2014. A study from Finnish researchers has finally mapped the DNA of exchange failures. It shows that crypto traders are looking at the wrong signals entirely when assessing platform stability.
Think of cryptocurrency exchanges like digital stock markets where people buy and sell Bitcoin and other digital currencies. These platforms handle billions in trades daily, making their stability crucial for investors. The study, published in the Journal of International Financial Markets, Institutions & Money, provides a comprehensive analysis of 845 cryptocurrency exchanges worldwide and has uncovered surprising patterns in how and why these platforms fail.
Traditional exchanges, called “centralized” because they directly control users’ funds (similar to how banks manage accounts), showed approximately 27.5% higher odds of failure compared to newer “decentralized” exchanges that let users maintain control of their assets. In fact, decentralized exchanges showed a 31.2% lower probability of failure, largely because their distributed structure helps prevent fraud, mismanagement, and liquidity crises.
Singapore emerged as a particularly striking example of exchange vulnerability, with 41 failed exchanges despite also hosting 55 active ones. This pattern demonstrates how even tech-savvy financial hubs aren’t immune to these failures. Since the notorious collapse of the Mt. Gox exchange in 2014, which lost nearly half a billion dollars in customer funds, roughly 60% of cryptocurrency exchanges have met similar fates.
![Cryptocurrency on Binance app](https://studyfinds.org/wp-content/uploads/2022/03/AdobeStock_443059242_Editorial_Use_Only-1200x800.jpeg)
![Cryptocurrency on Binance app](https://studyfinds.org/wp-content/uploads/2022/03/AdobeStock_443059242_Editorial_Use_Only-1200x800.jpeg)
Geography plays a surprising role in exchange survival. Asia leads with 129 active exchanges, while Europe has suffered the highest number of failures at 60 platforms. The research found that developed and developing nations show similar vulnerability— countries like the UK, the U.S., and Australia have lost as many exchanges as they’ve kept running.
Failed exchanges typically charge 1.5 times higher withdrawal fees than successful ones. Additionally, exchanges offering fewer types of cryptocurrencies showed increased risks of collapse, much like a retail store with limited inventory struggling to maintain customer interest.
Exchanges operating in countries with stricter regulations and better financial transparency are actually more likely to fail. This counterintuitive finding suggests that increased oversight might reveal problems that would otherwise go unnoticed, while also creating operational burdens through compliance costs and infrastructure requirements.
“Even more strikingly, exchanges that allow U.S. customers to trade experience higher probability of default compared to those that restrict U.S. clients,” notes study author Niranjan Sapkota, an assistant professor at the University of Vaasa, in a statement. This finding seems counterintuitive – after all, the U.S. is known for strict financial oversight. However, this very regulatory scrutiny might create operational challenges that make survival more difficult.
![Professor from Finland](https://studyfinds.org/wp-content/uploads/2025/02/Professor-1200x801.jpg)
![Professor from Finland](https://studyfinds.org/wp-content/uploads/2025/02/Professor-1200x801.jpg)
University of Vaasa, Riikka Kalmi)
The research also identified positive indicators that could help traders choose safer platforms. Exchanges with strong user ratings and referral programs showed better survival rates.
“So, next time a friend shares a legitimate crypto exchange referral link, don’t dismiss it as mere bonus hunting,” says Sapkota.
From BTC-E’s shutdown in 2017 over money laundering allegations to FTX’s spectacular $8 billion collapse in 2022, the cryptocurrency exchange landscape continues evolving through cycles of innovation and crisis. These cases exemplify the complex interplay of factors identified in the research, from regulatory compliance to operational risk management.
Using established financial modeling techniques, researchers achieved an impressive 81% accuracy rate in predicting which exchanges would fail. Advanced machine learning algorithms, including Random Forest and Support Vector Machine models, validated these findings and provided additional insights into the complex relationships between different risk factors.
These findings offer practical guidance for everyday cryptocurrency traders on choosing safer exchanges. Warning signs include excessive withdrawal fees, limited cryptocurrency offerings, poor user ratings, and centralized control structures. Positive indicators include strong community engagement through referral programs, high user ratings, and decentralized operations that let users maintain control of their assets.
The implications extend beyond individual traders to policymakers and industry leaders. While regulatory oversight remains important, the findings emphasize that compliance alone cannot guarantee stability. Successful exchanges must balance multiple factors, including fee structures, cryptocurrency diversity, and operational transparency.
In an industry where billions in user assets hang in the balance, this research transforms exchange survival from guesswork into science. The findings present a clear choice: adapt to these newly understood risk factors or risk joining the growing list of failed platforms.
Paper Summary
Methodology
Researchers analyzed 845 cryptocurrency exchanges using a combination of statistical models and machine learning algorithms. They collected data from three major sources: Coinmarketcap.com, Cryptowisser.com, and Coingecko.com. The study employed logit and probit models to identify significant variables affecting exchange defaults, while also utilizing random forest, support vector machine, and other machine learning techniques for prediction validation. The analysis considered 17 distinct variables, including exchange type (centralized vs. decentralized), fee structures, geographical location, and operational characteristics.
Results
The study found that centralized exchanges had 27.5% higher odds of defaulting compared to decentralized exchanges. Exchanges operating in countries with high transparency indices and those allowing U.S. customers showed increased default risks. Higher withdrawal fees and fewer listed cryptocurrencies also correlated with higher default probabilities. The machine learning models achieved prediction accuracy rates between 81% and 98.8%, depending on the algorithm and training data used.
Limitations
The research relied on open-source data, which may have reliability issues. The study couldn’t include average daily trading volumes for defunct exchanges due to data unavailability. Additionally, the models assumed linear relationships between variables, which might not fully capture complex market dynamics. External factors like monetary policy and broader market conditions were not included in the analysis.
Takeaways and Discussion
The research reveals that regulatory compliance alone doesn’t ensure exchange stability. Successful cryptocurrency exchanges need to balance multiple factors, including fee structures, cryptocurrency diversity, and operational transparency. The findings suggest that exchanges should implement user-friendly fee structures, maintain adequate reserves, and adopt robust risk management strategies to enhance survival probability.
Funding and Disclosures
The research was supported by research grants from the Foundation for Economic Education (LIIKESIVISTYSRAHASTO), Finland, with grant numbers 230391, 220290, and 210248.
Publication Information
This study, titled “The crypto collapse chronicles: Decoding cryptocurrency exchange defaults,” was published in the Journal of International Financial Markets, Institutions & Money (Volume 99, 2025). The research was conducted by Niranjan Sapkota from the Department of Accounting and Finance at the University of Vaasa, Finland.