Monday, March 23, 2026

March Madness and Investing: Why Behavioral Biases Keep Derailing Us

Whether your Final Four picks include Blue Chip mega-caps (Duke, Michigan and Kentucky), or low-cap growth stocks (High Point, Cal Baptist and Prairie View A&M) behavioral biases are on full display when tens of millions of Americans fill out their NCAA men’s basketball tournament brackets.

March Madness is not just a three-week basketball-palooza. It is a classic example of the cognitive biases that derail investors year after year.  Here are four of the most egregious ones:

1. Overconfidence Bias

Ask anyone why they picked a certain team to go deep in the tournament and you will get a confident, well-reasoned answer. They watched three games this season. They read a column about the point guard. Their cousin went to that school. The coach is hot right now. They did well last year.

This is overconfidence bias in its purest form — the tendency to overestimate the accuracy of our predictions based on thin or anecdotal evidence. Behavioral economists have documented this bias extensively. Behavioral psychologist, Daniel Kahneman, described how people consistently overestimate the precision of their forecasts, especially in complex systems with many interacting variables.

Basketball, like markets, is exactly that kind of system. A star player rolls his ankle in warmups. An underdog catches fire from three. A referee misses a call. The outcome is partly skill and partly chaos — and yet tens of millions of people fill out brackets with supreme conviction. Yet no one has ever predicted all 67 games correctly in the same year. In fact, out of 36 million brackets completed on the major online sites in the 2026, NOT ONE bracket remained perfect by  the 44th game of the 67 game tournament. And there are still four rounds to go.

Investors do the same thing. We read a few earnings reports, catch a segment on financial television, and proceed to make high conviction bets on individual stocks. We forget that we are competing against professionals who do this 12 hours a day with resources and computing power we cannot imagine. The bracket reminds us: confidence and competence are not the same thing.

For many years, Warren Buffett offered $1 billion to anyone who could pick a perfect NCAA bracket and never once paid up. Now Kalshi, the prediction market site is made the same $1 billion offer. They already know they won’t have to pay up in 2026.

2. Recency Bias: Why Last Year's Champion Gets Too Much Love

In bracket psychology, recent events loom far larger than a full body of evidence would justify. The defending champion University of Florida Gators were a No.1 seed in this year’s tournament and a heavy favorite to make the Final Four. Instead, they got knocked out by No.9 seed, University of Iowa in only the second round. University of Nebraska started the season 20-0 and then dropped seven of their last 13 games heading into the post-season. They fell to a No.4 seed and millions of bracketeers overlooked them as a contender. Yet here are the Huskers in the Sweet 16 having just knocked off Vanderbilt, champions of the highly competitive Southeastern Conference.

Recency bias is equally destructive in investing. When markets are rising, investors pile in, assuming the good times will last indefinitely. When they correct, panic selling takes over. We let the last six months of data override twenty years of historical context.

The data on this is sobering. Dalbar's annual Quantitative Analysis of Investor Behavior consistently shows that average investors dramatically underperform the indices they invest in — not because the funds are bad, but because investors buy high and sell low, chasing recent performance. They are filling out their financial brackets based on last week's box scores.

3. Confirmation Bias: Rooting for Your Pick to Be Right

Once you have committed to a bracket pick, something strange happens. You start finding evidence that supports it everywhere. TV analyst Charles Barkley calls your team a “sleeper to watch” and it feels like vindication. But when pundit Seth Greenberg questions them, you instantly dismiss his take on your team, even if his argument is stronger. You are no longer evaluating information objectively — you are prosecuting a case for your predetermined conclusion.

Confirmation bias is one of the most dangerous land mines in investing. Once we own a stock, we unconsciously filter news through the lens of ownership. Good earnings confirm our genius. Bad news gets rationalized as temporary. We stop asking "should I own this?" and start asking "why should I continue to own this?" — a subtle but devastating shift.

Before you finalize a bracket pick, read the case for the other team. Before you double down on a position, write out a serious bear case. The goal is not pessimism — it is intellectual honesty.

4. Loss Aversion

Research suggests most people feel the pain of the loss roughly twice as intensely as the joy of a gain. Kahneman called this “loss aversion,” and he showed it is hardwired into our brains from birth.

In March Madness, loss aversion drives people to pick favorites relentlessly, even when the expected value of an upset pick is higher. We protect our bracket's survival rather than optimizing for winning the pool. We anchor to our initial picks long after they should be reconsidered.

For investors, loss aversion leads to holding losing stocks far too long — hoping to "get back to breakeven" — and selling winners prematurely to lock in gains. Both behaviors sacrifice expected returns in service of emotional comfort. The result is a portfolio shaped more by feelings than by fundamentals.

How March Madness Can Make Us Better Investors

The most successful bracket players — and investors — share a few key traits.

1. They diversify their picks rather than over-concentrating on one narrative.

2. They respect base rates: historically, No. 1 seeds win the national championship more often than all other seeds combined. They manage their downside and stay in the game long enough for their process to pay off.

3. They also know when to trust the structure over the story. The tournament bracket is a process. A well-constructed investment policy statement is a process. Both exist to protect us from ourselves in high-emotion moments.

Before you submit your next bracket or make your next investment decision ask yourself: ”Am I making this pick because the data supports it, or because I watched them play two weeks ago and they outplayed their conference rivals with a better record? Am I buying this stock because I have a thesis, or because everyone on my feed is talking about it?”

Conclusion

March Madness lasts three weeks. The behavioral biases it exposes can last a lifetime. The court just makes it more obvious than a brokerage account does.

#Marchmadness, #NCAAbasketball, #behavioralbias, #investing

Wednesday, February 11, 2026

Is It Better to Be Published or Quoted?

 

P.T. Barnum, the iconic 19th century showman liked to say: “All publicity is good publicity.”

That may be true. But I can’t tell you how many financial professionals contact us wanting to do “PR” for them. “We have such a great XYZ, but no one has heard of us,” they lament, assuming media outlets should be breaking down the door to do stories about them.

In today’s era of shrinking newsrooms, that kind of “earned media” coverage is harder and harder to do. It’s simple math. Newsrooms are shrinking at even the best newspapers, magazines and broadcast outlets. The editors and reporters who remain are completely overloaded and don’t have time for coffee, lunch, golf or 15-minute meet-and-greets just to get to know you. They’re under constant pressure to meet tight deadlines with timely, relevant content that will keep the audience engaged and advertisers happy.

And now thanks to crowdsourced pitching services like Qwoted, Source Bottle and HARO (Help a Reporter Out), journalists are receiving more pitches than ever for fewer and fewer coverage opportunities.

That’s why we recommend writing authoritative bylined columns for reputable media outlets cover your industry.

Here are some of the advantages of bylined columns over simply being quoted:

  • Recognition and Authority: Publishing establishes you as an expert in your field, whereas a quote often places the spotlight on the person who cited you.

  • Control of the narrative: When you publish a bylined article, you control the narrative. When you’re simply quoted in an interview, your comments are just there to fill in the blanks in the reporter’s story – and there’s always the danger of being misquoted or being taken out of context.

  • Career Advancement: Peer-reviewed publications directly lead to paid speaking gigs, new clients, podcast guest appearances, job opportunities, and consulting opportunities.

  • Professional Development: The process of publishing improves writing and critical thinking skills, forcing the consolidation of complex ideas. After a few articles, you’re presentations and “elevator pitches” will get even better.

  • Greater Impact: A published work allows others to build upon your findings, contributing to the broader development of a field.

  • Validation: Being published means a publisher or reviewers validated the work's quality and value. That’s what cements your status as a bona fide thought leader.

  •  Shelf life. Many of the specialized media outlets we work with build an archive landing page with all of your bylined columns listed, as well as your headshot and professional bio. Most media outlets keep the articles on their archive pages live for several years. You won’t get an archive page just being a source.

 
But I already have a good journalist relationship

If you can build a good relationship with a top journalist who covers your industry or geographic area, that’s great. Those relationships can be an invaluable source of earned media coverage, and you’ll eventually be considered a thought leader. You’ll likely get quoted several times per year – usually on short notice – for stories they’re working on. Just know that you can’t control when they publish, what the story is about, and most importantly, other experts being quoted in the story.

Most good journalists use multiple sources for their report, and you can’t control the order in which you’re quoted or if you’re quoted in the same story as a competitor, former partner or someone who is generally regarded as unethical in your space.

Again, as a source, you can’t control the narrative like you can as a guest columnist or regular contributor.

Conclusion

All PR is good PR, but the right PR is worth its weight in gold. Let me know what you’re doing to garner earned media coverage. I’d like to hear more.

#thoughtleadership, #bylinedarticles, #mediacoverage, #PR