Showing posts with label decision making. Show all posts
Showing posts with label decision making. Show all posts

Sunday, March 20, 2016

Use Unconscious Thoughts for Complex Problems (Paper Reading Note)

Preface

While I was reading “The Shallow”: What the Internet Is Doing to Our Brains, one paper was mentioned. As it suggests that unconscious thoughts offer better decision on complex problem, I am curious about it. Here is my study note of the paper, “Think Different: The Merits of Unconscious Thought in Preference Development and Decision Making”.

Conclusion: unconscious is good at making complex decisions.

  • The problem is that it feels wrong to make such an important decision so quickly.
  • Both conscious and unconscious systems can be very fast, slow, smart, or stupid. It all depends on what they are asked to do.
  • One needs enough processing capacity to deal with large amount of information, and one needs skills sophisticated enough to integrate information in a meaningful and accurate way.

Processing Capacity

  • Maximum amount of information thatch be kept under conscious scrutiny at any given time is about seven units (4060 bits per second), which is low.
  • The capacity of the entire human system is about 11,200,000 bits (including visual system, etc).
  • More elaborate, normative strategies only work well when all information is taken into account.

The Skills to Think

  • That is the integration of information in a meaningful way.
  • Consciousness may suffer from a power cut when too much pressure is put on its limited capacity, but as long as its capacity is enough to deal with a particular problem, it is likely to be a good thinker.
  • Researchers have long recognized the importance of incubation, the process whereby a problem is consciously ignored for a while, after which the unconscious offers a solution.
    • We put things to rest for a while and then suddenly, “Bing,” we feel we know it.
    • Not thinking about a problem for a while may lead people to forget wrong heuristics or inappropriate strategies in general.
    • Successive guesses converged, and the unconscious seemed to be closing in on the right answer quite a while before the answer was accessible to consciousness.

Experiment

  • A brief period of unconscious thought will lead to a better decision relative conditions under which unconscious thought is prevented.
  • When making complex decisions, conscious thought is inferior relative to unconscious thought.
  • Experiment 13: proofing that unconscious thinking provides better decision in some cases; experiment 45: testing the reason behind

Polarization Hypothesis

  • Distraction can lead to the change of a “mental set”, so, the role of the unconscious is proposed to be passive: putting a problem aside for a while allows for a fresh, unbiased new start.
  • Look into different options.

Clustering Hypothesis

  • Unconscious thought is expected to turn an initial, disorganized set of information into a clearer and more integrated representation of information in memory.