Like stocks that have low price-to-earnings ratios? How about ones that have outpaced the market? Or shares of small companies? Those are known as factors: quantifiable characteristics that some money managers use to identify stocks associated with above-market returns. But factor investing is tricky. Sometimes it pays; other times it doesn’t. Bloomberg Opinion columnists Nir Kaissar and Noah Smith recently met online to debate whether factor investing is worth the effort. They previously discussed corporate debt.
Nir Kaissar: It’s widely acknowledged that some factors have historically outpaced the broad market.
For example, companies that are cheap relative to earnings, cash flow or book value have beaten the market during the past six decades. The same is true of small companies and highly profitable ones.
In a 2017 paper titled “Replicating Anomalies,” economists Kewei Hou, Chen Xue and Lu Zhang identified 67 factors that have produced statistically significant outperformance from 1967 to 2014. In other words, the success of those factors most likely isn’t attributable to chance.
Seeing an opportunity, fund companies have rolled out a dizzying variety of factor funds in recent years. Investors have poured $762 billion into exchange-traded funds that track factor indexes, according to Bloomberg Intelligence. That’s up from $98 billion at the end of 2007.
But the question is whether factor investing will continue to pay. Many investors are skeptical. Returns for value investing, arguably the best-known factor, have lagged the market for more than a decade. Meanwhile, broad market indexes such as the Standard & Poor’s 500 Index, which have no meaningful factor exposure, have been among the best performers.
The answer may depend on why factor investing has been profitable in the first place: Is it compensation for taking additional risk or an opportunity to exploit other investors’ mistakes? It’s a hotly debated question, and it relates not only to factor investing, but to how the markets work more generally.
Noah Smith: I think there are two main questions about factor investing, and you’ve already touched on both.
The first question is what these factors are. Why did things like value, size and momentum show outsized returns for so many decades? Efficient-markets theory says that these outsized returns represent compensation for taking risk — for example, that small stocks sometimes crash even when the market as a whole is not crashing.
As asset manager Cliff Asness has pointed out, that interpretation sort of makes sense for factors like size and value that represent long-term characteristics of companies. But for momentum, it doesn’t really make sense — companies that have high momentum one year often have low momentum the next. It looks like the momentum premium is simply free money, the product of some enduring market inefficiency. This question is important because investors deserve to know whether factor investing is actually increasing their risk, or whether they’re beating the market.
The second question is how long factors persist. You’ve already noted that the value premium has been shrinking over time. But a lot of factors decay even faster. A 2015 paper by economists R. David McLean and Jeffrey Pontiff found that when academics publish a paper about a factor, it tends to shrink or disappear shortly afterward. But a factor tends to hold up between the time they’re discovered and the time the paper is published, implying that the disappearance isn’t a result of publication bias. Instead, this suggests that the market is full of small inefficiencies, which academics and investors are constantly discovering and correcting, and which temporarily manifest themselves as factors.
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