
Doug is a Chartered Alternative Investment Analyst who spent more than 20 years as a derivatives market maker and asset manager before “reincarnating” as a financial media professional a decade ago.
Before joining Britannica, Doug spent nearly six years managing content marketing projects for a dozen clients, including The Ticker Tape, TD Ameritrade’s market news and financial education site for retail investors. He has been a CAIA charter holder since 2006, and also held a Series 3 license during his years as a derivatives specialist.
Doug previously served as Regional Director for the Chicago region of PRMIA, the Professional Risk Managers’ International Association, and he also served as editor of Intelligent Risk, PRMIA’s quarterly member newsletter. He holds a BS from the University of Illinois at Urbana-Champaign and an MBA from Illinois Institute of Technology, Stuart School of Business.
Encyclopaedia Britannica's editors oversee subject areas in which they have extensive knowledge, whether from years of experience gained by working on that content or via study for an advanced degree. They write new content and verify and edit content received from contributors.
Editorâs note: This article first appeared in Money Matters, a newsletter from Britannica Money, on September 27, 2026.

I truly donât know how I survived my early years as a trader. When I started out, I could be stubborn. Confirmation bias and recency bias clouded my thinking, and sometimes I had a hard time unwinding a positionâfor a profit or a lossâbecause some part of me was convinced the next move would prove me right. Today, I teach about those same behavioral biases for Britannica Money.
Then again, I know plenty about nutrition, too. When my diet is going well, I know what Iâm doing right. When I deviate, Iâm well aware that the cheesecake Iâm about to eat isnât helping.
Itâs the same with money. Weâve written extensively about saving, spending, debt, and investing, and so has every other financial site. But for many (if not all) of us, the knowledge is the easy part. Matching what we know with what we actually do? Thatâs where things tend to break down.
In the 1970s, psychologists Daniel Kahneman and Amos Tversky began documenting the mental shortcuts and errors that affect decision-making. Their work on cognitive biases helped lay the foundation for behavioral economics, which examines why we donât always make rational choices and act in our own best interest.
I sawâand feltâplenty of that on the trading floor. Fear led to early profit-taking, while stubbornness led me to holdâor even double down onâlosing positions. Confirmation bias made it easy to notice evidence that supported my position; recency bias could give too much weight to whatever had just happened. And after a loss, I sometimes wanted the next trade to make me whole again.
Knowing these tendencies didnât make them disappear. Over time, I got better at recognizing them before I acted, and that helped me become a better trader. It also carried over into the rest of my financial life: investing with more discipline, sticking to a household budget, and recognizing when I was trying to rationalize a decision I already knew I probably shouldnât make.
Workers who saved in their workplace retirement plan when they were automatically enrolled and had to opt out, versus those who had to opt in, according to Vanguardâs âHow America Saves 2025â report.Â
What chore have you been putting off? Donât lie; thereâs always a list. Iâve needed to clean my workbench and get an eye doctor appointment for the last few weeks. And I really owe my sister a call. Itâs not that I donât know these things, but thereâs always a reason why today isnât quite the day.
Weâre all great lawyers for decisions we already want to make, and personal finance gives us plenty of opportunities to rationalize. Iâll increase my 401(k) contribution after the next raise. Itâs not a $300 driverâitâs a $600 driver on sale for half price. That stock will come back, so selling now would only lock in the loss. In fact, I should buy the dip, so it only has to recover halfway for me to break even.Â
None of these decisions feels irrational in the moment. We can explain every one of them, sometimes quite convincingly. Thatâs why âknowing betterâ only gets us so far: Our brains are awfully good at finding an exception when the general rule becomes inconvenient.
Knowing where we tend to get in our own way gives us a chance to do something about it. Want to stack the deck in your favor? Here are a few ideas:
Financial literacy can give us the knowledge, but weâre still human. Sometimes weâll break our own rules, rationalize a purchase, or eat the cheesecake anyway. The trick is getting a little better at catching ourselves before the occasional deviation becomes the default choice.