Confirmation Bias in Trading: Why You Only See Good News and Miss the Signs

Posted by Liana Harrow
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Confirmation Bias in Trading: Why You Only See Good News and Miss the Signs

Every trader has been there. You buy a stock because it’s been rising for three days straight. You ignore the declining volume, the broken support level, the negative earnings warning buried in the footnote. Instead, you focus on the one analyst who says it’s a buy, the tweet from a popular influencer who called it "the next Tesla," and the fact that your buddy made money on it last month. You’re not crazy. You’re just human. And your brain is wired to confirmation bias-a silent killer in trading that makes you see only the news that confirms what you already believe.

How Confirmation Bias Turns Good Trades Into Losses

Confirmation bias isn’t about lying to yourself. It’s about filtering reality without realizing it. Your brain doesn’t process information neutrally. It scans for signals that match your expectations and ignores anything that doesn’t. In trading, that means you remember the three times you bought a stock and it went up. You forget the seven times you ignored warning signs and lost money.

A 2022 study by the University of Chicago tracked 1,200 retail traders over 18 months. Those who consistently checked only bullish charts and avoided bearish analysis were 3.2 times more likely to hold losing positions past their stop-loss levels. Why? Because their brains treated negative data as an error-not a signal.

This isn’t just about charts. It’s about narratives. You hear a company is "restructuring" and your mind fills in the blanks: "They’re turning things around!" You don’t ask: "What does restructuring actually mean here? Are they selling assets to pay debt? Are they cutting R&D?" Confirmation bias lets you turn vague news into a bullish story because it fits your hope.

The Science Behind Why You Only See Good News

Your brain doesn’t just ignore bad news-it actively rewards you for seeing good news. Neuroscientists at Stanford found that when traders see price action matching their expectations, the ventral striatum-the same part of the brain that lights up when you get a reward like food or money-activates 42% more than when they see contradictory data.

This isn’t a flaw. It’s an evolutionary feature. Back in the savannah, assuming a rustling bush was a predator (even if it was just the wind) kept you alive. Today, assuming a stock is going up (even if the indicators say otherwise) feels safe. Your brain treats belief as survival.

The problem? Markets don’t care about your feelings. They react to data, volume, liquidity, and institutional flow-not your gut. And when your brain is filtering out the data that contradicts your position, you’re trading blind.

How Algorithms Make It Worse

You think you’re choosing your news sources. You’re not. Algorithms are choosing for you.

Platforms like YouTube, Twitter, and even financial news aggregators use machine learning to keep you engaged. They learn what you click on-bullish headlines, optimistic commentary, revenge trading stories-and feed you more of it. Within weeks, your feed becomes a one-way mirror: you only see what confirms your view.

A 2023 analysis of 10,000 crypto trader social media accounts found that users who followed only bullish influencers had a 68% higher chance of buying at market tops. Why? Because their information ecosystem had no counterpoints. No one was saying, "Wait, this rally is overextended." No one was showing historical patterns where this exact setup failed 8 out of 10 times.

It’s not conspiracy. It’s commerce. Platforms make money from attention. And attention thrives on confirmation. The more you believe your own narrative, the longer you stay on the app. And the more you lose.

Split-screen: trader immersed in optimistic social media feeds versus a crashing portfolio dashboard.

Real Traders, Real Mistakes

One trader I know, let’s call him Mark, held a position in a biotech stock for 11 months. He bought it at $42. It dropped to $28. He held. Then $19. Still held. He told me: "Every time it dips, it’s a buying opportunity. The FDA approval is coming. I know it."

He never checked the company’s cash runway. He didn’t read the SEC filings. He only watched YouTube videos titled "This Stock Will 10x in 2025!" and joined Discord groups where everyone cheered every tiny bounce.

The FDA denied approval. The stock crashed to $4. He lost 90% of his capital.

Mark wasn’t reckless. He was trapped. His brain had built a fortress of belief, and every piece of data that didn’t fit was thrown out as noise.

How to Break the Cycle

You can’t stop confirmation bias. But you can outsmart it.

Here’s how:

  • Keep a trading journal with pre-trade reasoning. Before you enter a trade, write down: Why are you buying? What’s your exit? What would prove you wrong? Keep this written. Later, compare it to what actually happened. This forces your brain to confront its assumptions.
  • Seek the opposite view weekly. Pick one trade you’re holding or considering. Find one credible source that argues against it. Read it. Don’t argue with it. Just absorb it. This doesn’t mean you have to change your mind. It means you’re no longer trading in a bubble.
  • Use tools that show bias. Services like AllSides and Ground News rate news sources by political leaning. Use them for market news. If every headline about a stock is glowing, you’re in a filter bubble. Look for the 20% of coverage that’s skeptical.
  • Implement a "devil’s advocate" rule. Before placing any trade over 5% of your account, ask a fellow trader: "What’s the strongest reason this could go wrong?" Don’t let them talk you out of it. Just listen. Write it down. If you can’t answer that question, don’t trade.
  • Set up automatic alerts for contrarian indicators. If you’re long, set a price alert for when RSI hits 70 and volume drops. If you’re short, alert when open interest spikes. Let data, not emotion, trigger your review.

Why Most Traders Never Get Better

The biggest reason traders plateau isn’t lack of strategy. It’s lack of self-awareness.

You can learn all the candlestick patterns, all the indicators, all the Fibonacci levels. But if your brain is filtering out the data that contradicts your beliefs, you’re just practicing confirmation bias with more tools.

Real improvement comes from discomfort. From reading a bearish analysis and not immediately dismissing it. From checking your last 10 losing trades and asking: "What did I ignore?"

Most traders avoid this. It hurts. It means admitting you were wrong. But in trading, the only thing more dangerous than being wrong is refusing to see you were wrong.

An empty trading room with conflicting market data on screens, a hesitant figure reaching toward bearish indicators.

What Happens When You Fight Back

One trader in Bristol-yes, right here-started using the "consider the opposite" technique after losing $18,000 in six months. Every time he felt confident about a trade, he forced himself to write a 300-word argument against it. At first, it felt stupid. He’d write: "This stock could crash because the CEO is lying about revenue growth. The sector is oversaturated. The P/E ratio is insane." He didn’t change his trades right away. But over time, he started noticing patterns. He’d see the same warning signs in losing trades that he’d ignored before.

Within eight months, his win rate jumped from 41% to 67%. His average loss dropped by 54%. He didn’t get smarter. He just stopped letting his brain lie to him.

Final Thought: The Market Doesn’t Care What You Believe

The market doesn’t care if you think Bitcoin will hit $100K. It doesn’t care if you believe Tesla is the future. It doesn’t care if you’re sure this earnings call will be good.

It only cares about what happens next.

Your job as a trader isn’t to be right. It’s to be prepared.

Confirmation bias makes you think you’re being smart. But you’re just being predictable. And predictable traders get taken advantage of.

The next time you feel that rush of certainty-when you’re convinced the trend will keep going, when you’re sure this time is different-pause. Ask yourself: What am I ignoring?

That’s the question that separates traders who survive from those who just keep losing.

What is confirmation bias in trading?

Confirmation bias in trading is the tendency to seek, interpret, and remember information that supports your existing beliefs about a market or trade, while ignoring or dismissing evidence that contradicts them. For example, if you believe a stock will rise, you’ll focus on bullish news and overlook negative earnings reports or declining volume. This leads to poor decision-making because you’re not seeing the full picture.

Why do traders keep making the same mistakes?

Traders repeat mistakes because their brains are wired to avoid cognitive dissonance-the discomfort of holding two conflicting ideas. When a trade goes wrong, it’s easier to blame the market, the news, or bad luck than to admit your own bias led you to ignore warning signs. Over time, this creates a cycle where you only remember your wins and rationalize your losses, making it harder to learn.

Can algorithms make confirmation bias worse?

Yes. Social media and financial platforms use algorithms that show you content you’re likely to engage with. If you click on bullish posts, you’ll get more of them. This creates a "filter bubble" where you rarely see opposing views. As a result, your perception of market sentiment becomes skewed, and you lose the ability to assess risk objectively.

How can I reduce confirmation bias in my trading?

Start by writing down your reasoning before every trade-why you’re entering, what your exit plan is, and what would prove you wrong. After the trade, compare your prediction to what actually happened. Also, regularly read one contrarian analysis on a position you’re holding. Use tools like AllSides or Ground News to see how different sources report the same news. These small habits rewire your brain over time.

Is confirmation bias the same as optimism bias?

No. Optimism bias is believing good things are more likely to happen to you than to others. Confirmation bias is selectively noticing and remembering information that supports your existing beliefs. You can be optimistic without being biased-but if you’re biased, you’ll use optimism to justify ignoring risk. In trading, the combination is dangerous.

Do professional traders struggle with confirmation bias?

Yes-even the best ones. Hedge funds use "red teaming"-teams assigned to challenge the firm’s assumptions-to counteract it. Even institutional traders fall prey to it when they become overconfident in their models or when market narratives become too strong. The difference? They have systems to catch it before it costs them.

Next Steps: Start Small, Think Differently

You don’t need to overhaul your entire trading system. Just start with one habit: before your next trade, ask yourself: What am I choosing to ignore?

Write it down. Then go find one piece of evidence that contradicts your view. Not to change your mind. Just to see it.

That’s not weakness. That’s discipline.

And in trading, discipline is the only edge that lasts.

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Comments

Jack Gifford
Jack Gifford

Man, I used to do this all the time. Bought a stock because my buddy said it was gonna pop, ignored the volume drop, lost half my account. Then I started writing down why I was buying before I clicked. Turns out half the time I didn’t even have a reason. Just felt like it. Now I ask myself: what’s the worst that can happen? If I can’t answer that, I don’t trade. Game changer.

Still catch myself ignoring red flags sometimes. But at least I know I’m doing it now.

November 21, 2025 at 05:34