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Leaving on Bad Terms

Adam M. Grossman

I HAVE A RELATIVE—let’s call her Jane. Last year, in the early days of the pandemic, Jane had the foresight to buy shares in vaccine maker Moderna. With the benefit of hindsight, it was a smart decision.

But it wasn’t a difficult one, in Jane’s view. It was no secret that the company was working on a COVID-19 vaccine. It was also clear that vaccines would be in high demand. That made the investment case clear. Jane was right. Since then, Moderna’s shares have risen tenfold. This year, it’s been the single best-performing stock in the S&P 500.

Jane is a happy investor—but she also has a problem: Deciding when to sell has turned out to be much tougher than deciding to buy. She could, of course, sell now and declare victory. Who wouldn’t be happy with a tenfold gain? But then again, that might be premature. Moderna has lots of other drugs in its pipeline and might be just getting started.

To be sure, this is a good problem to have. Still, it isn’t an easy decision—and it turns out that Jane isn’t alone. According to a recent paper titled “Selling Fast and Buying Slow,” professional investors struggle with the same issue. That is, they struggle more with selling than buying.

The paper’s researchers selected a group of more than 700 large, professionally managed portfolios, each averaging nearly $600 million. These included pensions, university endowments and the like. Then they examined the trades in these portfolios over a 16-year period. What they found was surprising.

First, despite the mantra—and the data—that “active management underperforms,” the data revealed that active managers actually display significant skill when buying. The average stock they purchased went on to outperform by more than one percentage point over the next year. While that might not sound like a lot, consistent outperformance by a margin like that would be notable. That was the first surprising finding.

The second finding was that these same investors—who were so skilled at buying—completely fell apart when it came to selling. While their purchases outperformed, their sales underperformed by almost a percentage point over the next year, meaning the managers would have been better off selling a random selection of other stocks that they held.

The researchers wondered how this could be the case—that the same investors who were so good at buying had such a hard time with selling. They were seemingly two sides of the same coin. The authors’ conclusion: “an asymmetric allocation of limited cognitive resources towards buying and away from selling.”

In other words, selling isn’t fundamentally harder than buying. Instead, investors simply think harder and put more effort into buying decisions, and that’s why those results are better. How were the researchers able to prove this? In studying millions of trades, they were able to identify four key patterns, each of which supports their conclusion:

1. When portfolio managers used more up-to-date information, they made better decisions. The study found that investors weren’t uniformly bad at selling decisions. One situation in which they did measurably better was when companies issued quarterly earnings reports. On those specific days—when there was more current data available—portfolio managers made much better decisions. Selling decisions on earnings release dates actually outperformed—proof that good selling decisions can be made, but they need to be made using more current data.

2. When portfolio managers saw a stock as being important, they made better decisions. How did the researchers know if a stock was important to a manager? The proxy they used was the stock’s percentage weight in the portfolio, the logic being that stocks with bigger weightings have more impact on a portfolio’s overall results and thus were more important. Sure enough, managers made better decisions with these more heavily weighted stocks. In other words, when they felt it was important enough, portfolio managers put in the time to make a better decision, and those efforts paid off.

3. When portfolio managers took their eye off the fundamentals, they made worse decisions. The data revealed that portfolio managers were much more apt to sell a stock that, in the recent past, had either outperformed or underperformed by a wide margin. In other words, instead of logically evaluating a stock’s prospects—as investors are taught to do—portfolio managers spent time looking in the rearview mirror. While it might seem like a good idea to sell a stock that’s recently outperformed (because it might now be overpriced) or that’s recently underperformed (because it might indicate a problem at the company), it turns out that, on average, these judgments end up hurting rather than helping.

4. When portfolio managers were feeling stressed, they made worse decisions. How could the researchers have known when managers were under stress? The proxy they used was recent performance. If a fund had been doing poorly, they presumed that the portfolio manager would be feeling stress. During those periods, selling decisions measurably underperformed.

What does all this mean for individual investors? I draw a few conclusions. First, I see this as another reason to steer clear of trading individual stocks and to instead choose index funds. That can insulate you from agonizing decisions, like Jane’s challenge with her Moderna shares.

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For better or worse, index funds that own Moderna stock right now aren’t giving it any thought; they’re simply holding it. Over the long term, that might help or it might hurt. But according to multiple studies, on average it seems to help. That is, it helps to remove the human element.

This research helps illustrate why. Investing is a psychological minefield. If even the most sophisticated fund managers—those running half-billion-dollar accounts for pensions and endowments—are susceptible to the challenges outlined above, then no one is immune. When you own an index fund, on the other hand, you can sidestep a large part of that minefield. But what if you already own some individual stocks? Then what? I see a number of useful lessons.

First, treat selling with as much deliberation as buying. This seems like it ought to be obvious. But as the authors point out, investors put more effort into buying than selling because buying is inherently more enjoyable. The hunt for new ideas is a discovery process, and it’s interesting. Selling, on the other hand, tends to be viewed as more of a housekeeping chore—to raise cash for a withdrawal, to reallocate to a new idea, or to rebalance a portfolio.

Second, map out a plan with decision rules for selling shares. That can help you avoid reacting to anecdotes, snippets of news or recent performance. You could, for example, employ a dollar-cost averaging approach to sales. Instead of trying to make judgments about where a stock is going, simply make a schedule to sell incrementally and mechanistically.

Third, consider how each stock fits into your overall portfolio. If it’s a large position that ends up distorting your portfolio’s overall balance and that you’re thinking of selling, that’s worth more of your attention than a small holding. A small holding won’t hurt much if it underperforms—but it might help a lot if it outperforms, as explained below.

Finally, and maybe most counterintuitively, don’t cavalierly sell small positions just because of their modest size. One of the key ways you can go wrong when you sell a stock is to sell a winner prematurely. Imagine, for example, if you’d sold a small position in Apple or Amazon five years ago. In both cases, recent performance had been strong, and they might have looked overpriced. And yet they went on to deliver such strong results that even a small holding could have made a big difference to your results.

If all of this sounds like a lot of work, I agree. I think that helps explain the study’s core finding, that investors tend to give short shrift to selling decisions. It isn’t that people can’t sell well. It’s just exhausting. But if you venture down that road, I hope the above guidelines are of some help.

Adam M. Grossman is the founder of Mayport, a fixed-fee wealth management firm. Sign up for Adam’s Daily Ideas email, follow him on Twitter @AdamMGrossman and check out his earlier articles.

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OUTinMinnesota
OUTinMinnesota
1 month ago

I’m almost always pleased learning new things about selling investments, like in this article. So, I was glad to review the paper titled “Selling Fast and Buying Slow”, even though it seems to be written from a perspective of accumulating.

The follow-up lessons outlined in Mr. Grossman’s article… when & what to sell… also seem to come from this valuable perspective of accumulating wealth. But selling is also an ongoing challenge for people in the “DEcumulation” stage.

“Decumulation” is the period for when one gradually withdraws from retirement savings.

It’s still a good problem to have (accumulating vs. decumulating). But repetition doesn’t make the decision-making process any easier for retirees, unless maybe you’re a retired institutional investor. Even after the 6th time; the 10th time; it’s still just as challenging; every time one needs to sell a little of something because the balances in checking & savings are getting a little low.

The useful lessons in Adam Grossman’s column align pretty well from this “decumulation” perspective:

  • “First, treat selling with as much deliberation as buying.” (strike-throughs added by me)
  • “Second, map out a plan with decision rules for selling shares.”

My example checklist:

[ ] Can I postpone the need to sell something by adjusting my plans for future spending? By temporarily adjusting current spending habits? (“When to sell” decision)

[ ] If not, then will the sale will cause my annual AGI to exceed the current-year IRMAA threshold? (“What to sell” decision)

[ ] If yes, then avoid selling from 401k.

  • “Third, consider how each stock fits into your overall portfolio.”
  • “Finally, and maybe most counterintuitively, don’t cavalierly sell small positions just because of their modest size.”

When decumulating, there’s an ongoing need to sell. That’s what makes learning to be better at selling important to me in my quest to avoid being an unsophisticated, over-confident, loss-averse, non-professional retail investor who exhibits limited attention to my trading decisions.

Ormode
Ormode
1 month ago

A friend of mine bought 8000 shares of Apple in 2004 for $14 a share. He had worked with his stockbroker all through the dot-com era, and he had frequently bought tech IPOs and sold them a few weeks later for a fat profit.

So when Apple started to go up, his broker said, why don’t we sell some? It’s hit 34, so you can sell half and have a free upside on the rest of your shares. He declined to sell any shares, and still has the stock.

Of course, you have to understand what you are doing. One of the few things I agree about with Jim Cramer is that you have to decide in advance if this is a trade or an investment. If it is a trade, you take your winnings (or losses) when X happens. If it’s an investment, and you own a good company, you can keep the stock. But you have to be able to analyze the company and its earnings, and see whether the stream of future earnings justifies the stock price.

Rick Thompson
Rick Thompson
1 month ago

Great article, Adam. I agree that the decision to sell a stock is so much more difficult than the decision to buy. Part of it could be that once we own a stock we are literally “invested” in it. I always anticipate Murphy’s Law will prevail: a stock I sell will go up after I sell it or down if I don’t. Of course, Murphy’s Law seems to work just as well on the buy side! All the more reason, as you wisely point out, to focus on index funds.

John Yeigh
John Yeigh
1 month ago

Adam – another ‘nailed it’ article. Over my lifetime, I have had few bad stock or fund “Buys” even in hindsight, but I have had a bunch of regretful stock “Sells” – both too soon, and not soon enough. Since a few of my early-years “too soon” Sell cases left so much money on the table, I long ago switched to a mostly buy and hold forever strategy. This strategy seems to work out since the market generally rises, and it reduces stress since I don’t spend much time worrying about sell decisions. Likewise, as you point out, index funds also eliminate much of these sell-decision worries, but still, we’d all rather have Jane’s decision problem.

Last edited 1 month ago by John Yeigh

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