Upgrade to Pro — share decks privately, control downloads, hide ads and more …

Understanding Cognitive Bias Found in Judgement...

Understanding Cognitive Bias Found in Judgement & Choice

There are distinctive patterns in the errors that all of us make. Systematic mistakes known as biases, along with impressions and thoughts, form within our conscious experience. This occurs naturally without us knowing they are even there or how they came about. The mental work that produces these impressions, intuitions, and decisions takes place silently within our mind. However, mistakes recur predictably under particular circumstances.

Those circumstances are what we’ll focus on in this talk. Heuristics, (or mental shortcuts), are an intuitive judgements based on experiences and impressions from our past.

We rely on those heuristics to approach problem solving, and especially within the context of decision making under uncertainty. Such as dealing with service disruptions or some other incident related to availability. Reliance on those heuristics often cause predictable errors in our reasoning, decision making, predictions and any common puzzle. We are often extremely confident even when we are blatantly wrong. When the constraints and pressures of “Time To Repair” influence our cognitive efforts, systematic errors are introduced into our judgements and choices.

Our minds are easily susceptible to bias, and considerations of efficiency over thoroughness can amplify these errors even more. The goal of this talk is to improve the ability to identify and understand errors in judgement and choice. Through a deeper understanding of heuristics and of the biases to which they lead, improvements in judgement and decision-making under situations of uncertainty, such as a system-wide outage should be gained.

j.hand

May 13, 2016
Tweet

More Decks by j.hand

Other Decks in Technology

Transcript

  1. "Fail Fast" == Recover Fast Perform a postmortem / Learning

    Review Identify areas of improvement / target conditions @jasonhand | VictorOps | #DevOpsDays
  2. Add 1 digit to each of the four separate digits.

    @jasonhand | VictorOps | #DevOpsDays
  3. Keep adding 1 to each digit (every 3 seconds) NOTE:

    This is difficult @jasonhand | VictorOps | #DevOpsDays
  4. James 4 Very shy & withdrawn 4 Invariably helpful 4

    Little interest in people or the world of reality 4 A meek and tidy soul 4 Needs order & structure 4 Passion for detail @jasonhand | VictorOps | #DevOpsDays
  5. Is James more likely to be: A) Librarian B) Farmer

    @jasonhand | VictorOps | #DevOpsDays
  6. heu·ris·tic /hyo͞oˈristik/ Mental shortcut that allows people to solve problems

    & make judgements quickly & efficiently @jasonhand | VictorOps | #DevOpsDays
  7. Those who don't practice, deliberate during an outage 1 Lindsay

    Holmwood (@AusDTO) @jasonhand | VictorOps | #DevOpsDays
  8. Just because it hasn't happened ... doesn't mean it won't.

    ~ Normalcy Bias ~ @jasonhand | VictorOps | #DevOpsDays
  9. The central idea of the “heuristics and biases” program –

    that judgment under uncertainty often rests on a limited number of simplifying heuristics rather than extensive algorithmic processing 4 Thomas Gilovich and Dale Griffin (HEURISTICS AND BIASES The Psychology of Intuitive Judgment) @jasonhand | VictorOps | #DevOpsDays
  10. Sources & Further Reading: Thinking Fast & Slow - (Daniel

    Kahneman) Lindsay Holmwood "DevOps Field Guide to Cognitive Bias": https://speakerdeck.com/auxesis/the-devops- field-guide-to-cognitive-biases Gorilla Videos: http://www.theinvisiblegorilla.com/ videos.html @jasonhand | VictorOps | #DevOpsDays
  11. Arrested DevOps: https://www.arresteddevops.com/ brains/ Field Guide to Understanding Human Error

    - (Sydney Dekker) Heuristics & Biases - The Pyshcology of Intuitive Judgement - (Gilovich & Griffin) How Our Minds Mislead Us: The Marvels and Flaws of Our Intuition - https://www.brainpickings.org/ @jasonhand | VictorOps | #DevOpsDays