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Problem Solving�Module 2.2b: Solving Problems & Making Decisions

  • Explain the cognitive strategies that assist our problem solving and the obstacle that hinder it.

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Trial & Error

  • Trying a variety of solutions and eliminating those that don’t work.

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Algorithms

  • A problem solving strategy that guarantees the solution to the problem
  • Not always the most efficient method
    • Would you want to use an Algorithm to solve a combination lock’s combo?
      • 64,000 possibilities

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Using an Algorithm

  • Pick any month of the year.
  • Look at four dates that form a square in that month and add them together for a total.
  • Given only this total, how can you determine the four dates the person chose using an algorithm?

Algorithm:

  • To find the first date: divide the sum by 4 and then subtract 4.
  • To find the second date: just add 1 to the date you got above.
  • To find the third date: add 7 to the first date.
  • To find the fourth date: add 8 to the first date.

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Heuristics

  • A rule-of-thumb, simplier problem solving strategy
    • makes a solution more likely and efficient but does not guarantee a solution
  • Examples:
    • What is 79 x 10?
    • Need milk? Go to the dairy sections of store rather than search the entire store.
    • “I” before “E” except after “C”
  • They simplify the problem because they let you reduce the number of possible solutions.
  • These can be handy shortcuts, but they can get us into trouble. (What about words like “weird”)

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Insight

  • The sudden realization of the solution to a problem – correct answer suddenly comes to us. An Aha! moment.
  • “Unconscious Problem Solving” – You’re not aware of the thought process that led you to an insight.
  • Incubation – Leave the problem for a time, allowing their minds to work on it without conscious effort. (Can led to Insight)

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Insight – Your Aha! Moment

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Obstacles to Solving Problems

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Confirmation Bias

  • Confirmation bias—only search for information confirming one’s belief.
    • Once a person forms a belief, they prefer belief-confirming information

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Mental Set

  • A tendency to approach a problem in a particular way that has worked in the past
  • At times it may make problem solving quicker and more efficient
  • Not always helpful when a problem calls for a new approach

Problem: There are 6 eggs in a basket. Six people take one egg each. How is it that one egg can still be left in the basket?

Answer: The 6th person took the basket as well as the last egg!

Was this hard? Your mental set probably kept you from thinking about the possibility someone could take the entire basket and not just an egg.

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Nine dots problem

  • Without lifting your pencil or re-tracing any line, draw four straight lines that connect all nine dots

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Nine dots mental set

  • Most people will not draw lines that extend from the square formed by the nine dots
  • To solve the problem, �you have to break your mental set & the implicit assumption you have to stay within the dots.

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Can you create a formula that will measure out the amount of water in the right-hand column, using any of the three jars (A, B, and C) with volumes as shown in the middle column?

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Problems 1 through 7 can all be solved by filling Jar B, then pouring off enough water to fill Jar A once and Jar C twice

desired volume = B - A - 2C

Problem 6 can be solved with a simpler formula (A - C), and so can Problem 7 (A + C). Many people miss these easy solutions because the mental set from the first several problems becomes fixated. Did your thinking stay flexible?

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Problems 1 through 7 can all be solved by filling Jar B, then pouring off enough water to fill Jar A once and Jar C twice

desired volume = B - A - 2C

Problem 6 can be solved with a simpler formula (A - C), and so can Problem 7 (A + C). Many people miss these easy solutions because the mental set from the first several problems becomes fixated. Did your thinking stay flexible?

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Fixation:�Functional Fixedness

  • Type of mental set
  • Inability to see an object as having �a function other than its usual one
  • Have to unlock the door?
    • Use a paperclip.
  • Tighten a screw without a screwdriver?

    • Use a coin!
  • Check out this example of overcoming functional fixedness from Brain Games (2 min)

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Mounting candle problem

  • Using only the objects present on the right, attach the candle to the bulletin board in such a way that the candle can be lit and will burn properly

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Answer to candle problem

  • Most people do not think of using the box for anything other than its normal use (to hold the tacks)
  • To solve the problem, �you have to overcome functional fixedness

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Decisions Involving Uncertainty�Module 2.2b

  • Explain the meaning of Intuition, and explain how the availability & representative heuristics influence our decisions and judgments.
  • Explain how our decisions and judgments are affected by overconfidence, belief perseverance, and intuition.
  • Explain how smart thinkers use intuition.

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Intuition

  • Our fast, automatic, unreasoned thoughts and feelings

  • Which van does your gut say you should accept a ride from?

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The Power of Intuition

  • Intuition is implicit (unconscious) knowledge that allows to act “without” thinking.
  • Intuition is a learned association through experience that gives us our “gut” feelings about right & wrong.
  • Unconscious automatic influences constantly affect our judgements.
  • Give yourself time to NOT think about it and do something else and the solution may come to you later.

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Representative Heuristic

  • Judging a situation to how similar it is to the prototype or schema we already have in our mind. (form of stereotyping)

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Representative Heuristic

  • How many Fish do you see?

If you said 4, you were forgetting that a Sea Horse is also a type of fish but since it isn’t representative of your prototype for fish, you didn’t count it.

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Rep. Heuristic Can be False if…

    • We fail to consider possible variations from the prototype.
    • Fail to consider approximate number of prototypes that actually exist.

If it has webbed feet, a bill and lays eggs it meets my prototype for a duck so it must be a duck!

BUT YOU FORGOT IT COULD BE A…

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Gambler’s Fallacy

  • If you flipped a coin and it landed on heads 8 times in a row you might be tempted to think it will be tails next time.
  • You are using representative heuristic when judging the likelihood that it will be something different this time around even though the chance is still 50/50.

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Availability Heuristic

  • Judge how common an event is by how easily you can recall previous occurrences of that event.
  • Distorts our judgement of risk
  • Rare events can cause us to overestimate the likelihood of reoccurrence (Fallacy of Positive Instances).
    • After 9/11 there was a sharp decrease in the number of people using air travel while driving increased significantly.
  • When we lack an available image of something in our memory we won’t think about the situation very much.

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Availability �Heuristic

  • Uses information from our memory to judge the likelihood of events
  • When instances of an event are easily recalled we consider that event more likely to reoccur.
  • If is vivid, recent or distinctive it will seem to be more commonplace

See Why We Fear the Wrong Things (pg. 197)

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Availability vs Representative�What’s the Difference?

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Overconfidence

  • The tendency to be more confident than correct when estimating the accuracy of one’s own beliefs and judgments
  • How well do you know your info for this test?
  • How long will it take you to do your homework?
    • Do you tend to underestimate how long it takes? - Overconfidence is why! This is the Planning Fallacy
  • Refuse to give up on an approach that is obviously not working because you’ve been doing it a while?
    • Sunk-Cost Fallacy (click HERE for an example)

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Blind to One’s Incompetence

  • Dunning-Kruger Effect
  • “Illusory Superiority”
  • People who are bad at something often think they are good at it.
  • Ignorance of what they don’t know allows them to stay confident in their own abilities.

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Belief Bias/Perseverance

  • Clinging to one’s beliefs even in the face of contrary evidence.
  • Using your already made belief to judge the evidence.
  • Especially true if you have made your belief public to others.
  • The best advice to give people who want to avoid belief perseverance is: “Consider the Opposite”

The Lions will Win a Super Bowl!

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The earth is flat!

Dude, Really?

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Framing

  • The way an issue is worded or presented can influence/trigger decisions and judgments.
    • Are you in favor of a death tax?
    • Are you in favor of an inheritance tax?

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Anchoring Bias

  • When we rely too heavily pre-existing information or the first piece of information (the anchor) when making a decision.
    • What is 8 x 7 x 6 x 5 x 4 x 3 x 2 x 1?
    • What is 1 x 2 x 3 x 4 x 5 x 6 x 7 x 8?
      • Answer: 40,320 (we tend to overestimate the first one based on how it is written)
      • Most likely you multiplied the first few numbers in the sequence and then estimated your final answer based on that.
      • Most likely due to the Primacy Effect

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