← Latest papers
📈 economics

Does Lower Cost Mean Better Performance? A Statistical Comparison of Risk-Adjusted Returns Between US Exchange-Traded Funds (ETFs) and Mutual Funds

Despite having significantly lower expense ratios, US exchange-traded funds (ETFs) did not demonstrate superior risk-adjusted performance compared to mutual funds in a large-scale statistical analysis, suggesting that lower fees alone are not a reliable proxy for investment quality.

Original authors: Saadouni Saad, Souad Habbani

Published 2026-08-10
📖 6 min read🧠 Deep dive

Original authors: Saadouni Saad, Souad Habbani

Original paper licensed under CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/). This is an AI-generated explanation of the paper below. It is not written or endorsed by the authors. For technical accuracy, refer to the original paper. Read full disclaimer

Imagine you are standing in a massive supermarket aisle, but instead of cereal and soda, the shelves are lined with thousands of different investment baskets. These baskets are designed to hold pieces of the stock market for you. For decades, two main types of baskets have dominated the store: the Mutual Fund and the Exchange-Traded Fund (ETF). Think of a Mutual Fund as a traditional, all-inclusive tour bus. It has a driver (the fund manager), a set route, and a ticket price that includes snacks, a guide, and a bit of extra baggage handling. An ETF, on the other hand, is like a sleek, self-driving electric scooter. It's marketed as the "cheaper" option because it has fewer frills, no driver, and a lower ticket price.

The big question that has kept investors, financial advisors, and curious teenagers up at night is simple: Does buying the cheaper scooter actually get you to the destination faster and safer than the expensive bus? In the world of finance, "getting there" isn't just about how much money you make; it's about how much risk you had to take to get that money. This is called "risk-adjusted performance." It's the difference between winning a race by sprinting blindly into a wall (high risk, high reward) versus jogging steadily to the finish line (lower risk, steady reward). If the cheap scooter is actually bumpier, wobblier, and slower than the bus, then saving a few pennies on the ticket might not be worth the headache. This paper dives into the data to see if the "cheap is better" rule actually holds true when you look at the whole picture.


The Great Basket Showdown: Cost vs. Performance

In this study, two researchers from Sidi Mohamed Ben Abdellah University decided to stop guessing and start counting. They grabbed a massive dataset from Yahoo Finance, looking at a whopping 2,310 ETFs and 23,783 Mutual Funds in the United States. That's over 26,000 investment baskets! They wanted to see if the famous "low cost" of ETFs actually translated to better results for the people holding them.

The Cost Gap: The Scooter is Definitely Cheaper
First, they checked the price tags. As expected, the ETFs were significantly cheaper.

  • The median cost (expense ratio) for an ETF was 50 basis points (which is 0.50%).
  • The median cost for a Mutual Fund was 95 basis points (0.95%).
  • Only 6.5% of ETFs charged more than 100 basis points, whereas a huge 44.5% of Mutual Funds did.

But the researchers didn't stop there. They looked at the "fee stack" for Mutual Funds, which is like hidden baggage fees. Many Mutual Funds also charge extra for things like 12b-1 fees (marketing fees) and sales loads (fees you pay when you buy or sell the fund). ETFs generally don't have these extra layers. So, on the surface, the ETF looks like the clear winner for your wallet.

The Performance Surprise: The Bus Wins the Race
Here is where the story gets twisty. The researchers then looked at the actual performance, specifically the Sharpe ratio. Think of the Sharpe ratio as a "bang-for-your-buck" score. It measures how much return you get for every unit of risk you take. A higher score means you are getting a smoother, more efficient ride.

Despite paying almost double the fees, the Mutual Funds actually had better Sharpe ratios than the ETFs across the board:

  • 3-Year Horizon: Mutual Funds had a median Sharpe ratio of 0.72, while ETFs were at 0.56.
  • 5-Year Horizon: Mutual Funds were at 0.73, ETFs at 0.60.
  • 10-Year Horizon: Mutual Funds climbed to 0.74, while ETFs sat at 0.52.

The Mutual Funds also had lower volatility (less shaking and swaying) and tracked their benchmarks more tightly. In statistical terms, these differences were significant, meaning they weren't just random luck. The "cheap scooter" was actually bumpier and less efficient than the "expensive bus" in this specific dataset.

Why Did This Happen? The "What's Inside" Mystery
So, why did the expensive funds win? The authors suggest it's not because Mutual Funds are magically better at picking stocks. Instead, it's about what's inside the baskets.

The study found that the ETF universe is heavily tilted toward "thematic" or "concentrated" baskets. Imagine an ETF that only holds stocks of companies that make video games, or only holds stocks from one specific country. These are exciting, but they are also risky and wobbly. The Mutual Fund universe, however, is still dominated by broad, diversified baskets that hold a little bit of everything, which tends to smooth out the ride.

When the researchers looked at how concentrated the funds were, they found a surprising pattern: in this specific time period, funds with higher concentration (holding fewer, specific stocks) actually had higher returns and better risk-adjusted scores. Since ETFs are more likely to be these concentrated, thematic funds, they happened to ride a wave of success that broad Mutual Funds didn't catch as hard.

The Verdict: Don't Judge a Book by Its Cover (or a Fund by Its Fee)
The main takeaway from this paper is a cautionary tale. The idea that "lower cost automatically means better performance" is not always true, especially when you are comparing two different types of funds.

The authors are careful to say that this doesn't prove Mutual Funds are always better. They point out that their study looked at a specific slice of time and didn't perfectly match every single ETF with an identical Mutual Fund twin. It's possible that if you compared a specific "Video Game ETF" to a "Video Game Mutual Fund," the ETF might win. But when you look at the entire market as a whole, the cheap ETFs didn't outperform the more expensive Mutual Funds.

The Bottom Line for You
If you are an investor, the lesson is simple: Don't just look at the price tag. A low expense ratio is great, but it's not a magic wand. You have to look at what's actually inside the fund, how risky it is, and how it has performed over time. Sometimes, paying a little extra for a smoother, more diversified ride (the Mutual Fund) might actually be the smarter move than grabbing the cheapest, wobbliest scooter on the shelf. The "cheap is better" rule works well when comparing apples to apples, but when comparing apples to oranges (or scooters to buses), you need to look deeper than just the cost.

Drowning in papers in your field?

Get daily digests of the most novel papers matching your research keywords — with technical summaries, in your language.

Try Digest →