Bucks Not a Matter of Luck
Skip to content
Insight Unpacked Season 3: Can We Still Build a Green Economy? | Listen
Bucks Not a Matter of Luck
Accounting Finance Apr 13, 2007

Bucks Not a Matter of Luck

Kellogg accounting expert shows top stock analysts have persistent skill

Based on the research of

Michael B. Mikhail

Beverly Walther

Richard H. Willis

It’s a perennial debate among investors and financial professionals: Should greater market returns be attributed to superior stock-picking acumen or to mere luck?

Research by Kellogg School Associate Professor of Accounting Beverly Walther and two co-authors considers the question with respect to sell-side analysts — professionals employed by brokerage houses to manage accounts and create publicly available research often relied upon by investors.

“We examined whether certain analysts were better than others,” says Walther, who, along with Michael B. Mikhail of the W. P. Carey School of Business and Richard H. Willis of the Owen Graduate School of Management, published “Do security analysts exhibit persistent differences in stock picking ability?” in the Journal of Financial Economics in 2004.

“Can you earn greater returns following their advice?” asks Walther. “If I focus on a small number of analysts, can I assume that some have greater skills and some have more luck? It’s documented that there are differences, but are there persistent differences?”

Yes, indicates the research. Says Walther: “Some are more skilled in giving good advice. We found there is persistence in the profitability of their stock recommendations; the ones who performed well in the past continued to do so and vice versa.”

Recently, sell-side analysts have reacted to criticisms, including charges that research picks are little more than a way to generate business for the firms that employ them, and that their recommendations are heavily influenced by investment-banking business their employers hope to capture. Some financial columnists advise investors to read analysts’ reports and take the opposite position — buy when they say sell and sell when they say buy. Others contend that legislative reforms will soon put sell-side analysts out of jobs.

Whatever the future may hold for these analysts, Walther’s research makes one thing clear: Some are better at their jobs than others.

In their study, Walther and co-authors looked at recommendations issued by 4,923 analysts from 1985 to 1999, examining their results at one-, three- and five-year intervals. The authors conclude that “analysts who have issued more (less) profitable recommendations in the past tend to issue more (less) profitable recommendations in the future, which is consistent with relative persistence in stock picking ability.”

Moreover, differences between the skilled and unskilled group became greater with time, increasing at both the three- and five-year intervals and lending some credence to ranking surveys such as those compiled by The Wall Street Journal.

Walther and her co-authors build upon previous research that suggests while investors might do well to look to past performance when selecting a pension plan, there is no systematic evidence of persistence in the performance of mutual funds. But the three note that buy-side results might not extend to the sell-side, given “institutional differences between the two groups,” including performance goals and compensation, and tighter buy-side regulation.

But the question remains: Will investors accrue large financial gains by heeding market cues provided by the best performing sell-side analysts? Walther found the market tends to react more strongly to the recommendations of top performers than those of poor performers. When she and her colleagues analyzed a trading strategy that allowed three days to implement top-performing analysts’ recommendations, they found investors would not earn excess returns after adjusting for risk and trading fees. The margin became slightly better if investors were able to react immediately to the new information. Holding periods examined were three, 20 and 60 trading days.

Walther notes, though, that for those planning on making an investment anyway, it does make sense to pay attention to cues from top-performing analysts. The amount of information available to investors has exploded over the years, she says, helping “individuals narrow down the field of who to pay attention to.”

Since documenting these differences in stock-picking ability, the researchers, along with Xin Wang of the Fuqua School of Business, have turned their attention to uncovering the reasons why.

Preliminary results show that better-performing analysts tend to have more resources (many worked at larger brokerage firms), issue their reports in a more timely fashion and concentrate their efforts more in a given industry.

Initial findings also suggest that the best sell-side analysts are more adept at using publicly available accounting information to predict a company’s future. “It isn’t just that you have better resources. It’s that you are better able to take publicly available information and analyze it,” Walther says.

Featured Faculty

Eric L. Kohler Chair in Accounting; Personnel Committee Chair

About the Writer
Kari Richardson, freelance writer at the Kellogg School of Management. Article published originally in Kellogg World, Summer 2006.
About the Research
Mikhail, Michael B., Beverly R. Walther and Richard H. Willis (2004). "Do security analysts exhibit persistent differences in stock picking ability?" Journal of Financial Economics, 74(1): 67-91
Most Popular This Week
  1. What Every New CEO Should Do in Their First 30 Days
    The first month of a leader’s tenure is critical. Here’s how to set the right tone.
  2. Can We Take the Doom Out of Scrolling?
    Today’s social-media feeds elevate toxicity and partisanship. A new algorithm offers hope for a less-hostile, more-enjoyable experience.
  3. Why You Should Take Feedback Personally
    Whether you’re giving or receiving feedback, making it personal isn’t a bad thing—it can help you and your team grow.
  4. Is AI Mastering the Art of Persuasion?
    “If AI continues along even a similar path and speed as we’re seeing now, then this becomes less of a Black Mirror episode and more of reality.”
  5. AI Is Wiping Out Entry-level Jobs. Here’s How to Surf the Wave and Not Get Crushed by It.
    The story is both more hopeful, and more complicated, than the data suggest.
  6. 5 Tips to Chart Your Post-Corporate Life
    The work doesn’t end when you leave the C-suite. Here are tips to get the most out of your next stage.
  7. With Status Symbols, Let Someone Else Do the Bragging
    Designer suit? Ivy League cufflinks? Flaunting your status can backfire. Let others notice first.
  8. Podcast: Why Companies Can’t Keep Their Climate Commitments
    They say they want to do better. In the second episode of “Insight Unpacked: Can We Still Build a Green Economy?” we look at an oil company, a tech giant, and an Italian energy provider to explore why net-zero pledges have barely moved the needle.
  9. Does GameStop Signal the End of Short Selling as We Know It?
    A conversation with a prominent short seller about the possible consequences of a wild week on Wall Street.
More in Accounting
2211 Campus Drive, Evanston, IL 60208
© Kellogg School of Management, Northwestern
University. All Rights Reserved. Privacy Policy.