8 types of bias in decision making (2024)

As much as we like to think we’re open-minded and impartial, a ton of different biases are continually influencing us—affecting our thinking, behaviors and decisions. While some are openly apparent, many biases are unconscious; you may have no idea you’re under the influence of a bias that’s distorting your way of thinking.

To protect workplace diversity, create inclusive cultures where everyone is represented, collaborate effectively and simply just make the best choice in any given situation, we need to be aware and in control of them. Here are eight common biases affecting your decision making and what you can do to master them.

Survivorship bias

Paying too much attention to successes, while glossing over failures.

Survivorship bias can lead us to become overly optimistic, because we only look at those who prospered. It means we simplify success, assuming that if we emulate the same actions we’ll achieve the same victory.

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Example: when researching startups, you’ll read about the most profitable new companies, but because you’re not spending the same amount of time studying the companies that failed, you’ll come away with an inaccurate idea of the probability of success.

How can you control it? The key to countering survivorship bias is examining circ*mstances as a whole. Don’t cherry pick data, and always consider pessimistic viewpoints: if you know one company succeeded, find out how many failed.

Confirmation bias

Placing more value on information that supports our existing beliefs.

We have an instinctive inclination to do what makes us feel good, so we often only listen to or respect the data that aligns with our own viewpoints. This leads us to reject any information that opposes our beliefs. But relying on material that substantiates pre-formed views leads to biased decision making.

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How can you control it? If your decision-making is based on something you believe, challenge your pre-existing viewpoints. Ensure you take information from varied sources, consider different perspectives, and discuss your opinions with people who think differently. Before making decisions, always play devil’s advocate and contest your verdict in as many ways possible.

The IKEA effect

Placing too much value on the things we’ve done ourselves, often while discounting other people’s smart ideas or good work.

Our brains have a tendency to put excessively higher value on jobs or projects that we’ve been part of. This is because we tend to prize things that mean something to us personally, even if they aren’t actually valuable or helpful.

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How can you control it? Be honest with yourself about why you’re backing something. Is it really the best decision? Or are you making this decision because it reinforces your self-confidence?

Anchoring bias

Being overly influenced by the first piece of information we receive.

It’s also known as “first impression bias”, and relates to the tendency to leap to conclusions based solely on what we learned early on; once your opinion is formed, it can be difficult to consider other options. This bias is common where people are stressed or feel they have to make a snap decision.

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How can you control it? If you know you act hastily, slow down: ask for more time, where possible, and consider when you make your decision whether it’s influenced by a rush to find a verdict.

Overconfidence biases

Thinking your contribution is more important than it is.

This bias occurs when people are overly confident in their intelligence, experience or opinions. It can mask us from the truth and cause people to take risks, certain they’re correct in their assumptions. Overconfidence bias can go hand-in-hand with anchoring; with limited knowledge or experience, an idealistic faith in your own decisions can lead you to act hastily or on hunches.

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How can you control it? Try to be self-aware and ask yourself questions: What information did you use to form your decision? Was this information based on facts or hunches? Was it gathered methodically? If the data was in any way compromised, how can you make it objective?

Planning fallacy

Underestimating the time it will take us to finish a task.

Often when people are scheduling work they think of the best-case situation, then blindly presume the end result will follow the plan, without considering any elements—unexpected or otherwise—that might cause delays. This problem rests largely on our inability to say no. We’re trained to say yes when asked to do things, even if they negatively affect us.

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How can you control it? The biggest thing you can do is learn to say no. Schedule your time and give yourself a buffer between finishing one task and starting another one.

Availability heuristic

Placing more value on the first idea that comes into your head.

Availability heuristic describes how we believe that because we remembered something, it must be significant. It can also mean being biased by the newest, most recent information you’ve heard, or guessing the likelihood of an event occurring based on how many similar situations you can think of.

It’s effectively a cognitive shortcut, saving us time when calculating risk. But it often means missing out on other solutions, because you’re convinced the first idea is the right one.

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How can you control it? The trick is to doubt your first answer, no matter how good it seems. Send it back and consider other alternatives, even if you end up reverting back to your original answer.

Progress bias

Overstating positive actions while downplaying negative ones.

This is when we give too much credit to the good things we’ve done, despite the fact they’re offset by the not-so-good. We have a tendency to overemphasize the consequences of our constructive actions, while at the same time underrating the consequences of our harmful actions. Progress bias can cause people to make bad choices, as they think they’re in a more beneficial standing than they are.

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Example: if someone ate healthily all week but indulges on the weekend, they’re likely to overstate their positive actions while minimizing the unhealthy behavior. How can you control it? Try to establish frequent feedback opportunities. Don’t look at the smaller picture – e.g. how you behaved on one day – but examine the whole week.

8 types of bias in decision making (2024)

FAQs

What are four of the 8 common biases and errors in decision-making? ›

Common decision-making biases are overconfidence bias, anchoring bias, hindsight bias, confirmation bias, and availability bias. Overconfidence bias is the excessive belief in one's abilities. Anchoring bias relies heavily on one piece of information, while hindsight bias refers to one's interpretation of past events.

What are the 8 cognitive biases you may encounter in your professional life? ›

Below we'll look at 8 common cognitive biases that can affect your team and projects, along with techniques to overcome them.
  • Confirmation bias. ...
  • Dunning-Kruger effect. ...
  • Sunk cost fallacy. ...
  • Optimism bias. ...
  • Bandwagon effect. ...
  • Anchoring bias. ...
  • Self-serving bias.

What are the types of bias in decision-making? ›

Explore this list of biases in decision making so you can better understand any you may have:
  • Self-serving bias. ...
  • Authority bias. ...
  • Confirmation bias. ...
  • Framing bias. ...
  • Overconfidence bias. ...
  • Anchoring bias. ...
  • Availability bias. ...
  • Conformity bias.
Jul 21, 2022

What are the 16 cognitive biases? ›

The 16 Critical Cognitive Biases (Plus Key Academic Research)
PERCEIVED COSTS AND BENEFITSATTENTION AND EFFORT
1. PRESENT BIAS 2. INCENTIVES 3. REWARD SUBSTITUTION 4. GOAL GRADIENTS5. COGNITIVE OVERLOAD 6. LIMITED ATTENTION 7. STATUS QUO BIAS
RISK AND UNCERTAINTYCHOICE ARCHITECTURE
1 more row
Nov 12, 2021

What are the 10 behavioral biases? ›

Second, we list the top 10 behavioral biases in project management: (1) strategic misrepresentation, (2) optimism bias, (3) uniqueness bias, (4) the planning fallacy, (5) overconfidence bias, (6) hindsight bias, (7) availability bias, (8) the base rate fallacy, (9) anchoring, and (10) escalation of commitment.

What are 5 cognitive biases that influence our decision-making? ›

5 Biases That Impact Decision-Making
  • Similarity Bias. Similarity bias means that we often prefer things that are like us over things that are different than us. ...
  • Expedience Bias. ...
  • Experience Bias. ...
  • Distance Bias. ...
  • Safety Bias.
Feb 25, 2021

What are the biases in decision-making in the workplace? ›

Gain perspective on your own decision-making by being aware of the 3 types of biases: availability, confirmation, and conformity. These could be clouding your judgement, but there are ways to prevent their impacts in your workplace decision-making.

What are cognitive biases in decision-making? ›

Cognitive biases can be generally described as systematic, universally occurring, tendencies, inclinations, or dispositions in human decision making that may make it vulnerable for inaccurate, suboptimal, or wrong outcomes (e.g., Tversky and Kahneman, 1974; Kahneman, 2011; Korteling and Toet, 2022).

What is an example of cognitive bias in decision-making? ›

In everyday life, we are often tricked by cognitive bias and over- or underestimate how risky our choices might be. Example: Cognitive bias in real life Many people think that traveling by plane is more dangerous than traveling by car. This, in part, is due to the availability heuristic (availability bias).

What is the most common bias in decision-making? ›

Similarity bias most commonly influences our decisions regarding people: who to hire, who to promote, and who to assign to projects. It occurs because humans are highly motivated to see themselves and those who are similar in a favorable light.

What are the 3 main types of bias? ›

Three types of bias can be distinguished: information bias, selection bias, and confounding. These three types of bias and their potential solutions are discussed using various examples.

What is the most common type of bias? ›

Let's take a look at the main different types of bias.
  • Cognitive bias. This is the most common type of bias. ...
  • Prejudices. ...
  • Contextual bias. ...
  • Unconscious or implicit bias. ...
  • Statistical bias. ...
  • Conscious bias. ...
  • Unconscious bias. ...
  • Actor-observer bias.
Nov 10, 2021

How to avoid cognitive biases in decision-making? ›

So, to avoid it, reflect on your decision-making history, and think about whether you've rushed to judgment in the past. Then, make time to make decisions slowly, and be ready to ask for longer if you feel under pressure to make a quick decision.

What are the 4 behavioral biases? ›

Real traders and investors tend to suffer from overconfidence, regret, attention deficits, and trend chasing—each of which can lead to suboptimal decisions and eat away at returns. Here, we describe these four behavioral biases and provide some practical advice for how to avoid making these mistakes.

How to avoid bias in decision-making? ›

5 tips to avoid decision-making bias
  1. Be humble. Recognize that you are affected by stereotypes. ...
  2. Question your opinions. Ask yourself why you have them. ...
  3. Increase your knowledge of other people; look beyond first impressions. ...
  4. Stay motivated, and look after yourself. ...
  5. Take time to become aware of your emotions.
Mar 25, 2020

What are four 4 different types of biases which may influence the results of an epidemiological study? ›

  • Common types of bias in epidemiological studies.
  • Information bias. Information bias results from systematic differences in the way data on exposure or outcome are obtained from the various study groups [1]. ...
  • Observer bias. ...
  • Minimizing observer bias.
  • Losses to follow-up. ...
  • Recall bias. ...
  • Selection bias. ...
  • References.

What is a bias or error in decision-making? ›

What are decision-making biases? Biases in decision-making are systematic errors or mental shortcuts that affect how you interpret information, evaluate options, and make choices. These may be caused by emotions, motivations, beliefs, or social influences.

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