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Problem solving : active efforts to discover what must be done to achieve a goal that is not readily attainable. PROBLEM SOLVING. Problems of inducing structure : relations among numbers, words, symbols, ideas
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Problem solving: active efforts to discover what must be done to achieve a goal that is not readily attainable PROBLEM SOLVING
Problems of inducing structure: relations among numbers, words, symbols, ideas • Problems of arrangement: arranging parts of a problem to fit some criterion---solved through insight: sudden discovery of the correct solution following incorrect attempts based on trial and error TYPES OF PROBLEMS
Problems of transformation: carry out a sequence of transformations in order to reach a specific goal TYPE OF PROBLEMS
Well-defined problems: problems in which the initial state, the goal state, and the constraints are clearly specified • Ill-defined problems: one or more elements among the initial state and the constraints are unclearly specified WELL-DEFINED VS. ILL-DEFINED PROBLEMS
Irrelevant info • Functional fixedness: the tendency to perceive an item only in terms of its most common use • Mental set: when people persist in using problem solving strategies that have worked in the past • Unnecessary constraints BARRIERS TO EFFECTIVE PROBLEM SOLVING
Problem Space: the set of possible pathways to a solution considered by the problem • Algorithm: methodical, step-by-step procedure for trying all alternatives • Like trial and error • Heuristic: a guiding principle used in solving problems or making decisions • A “rule of thumb” APPROACHES TO PROBLEM SOLVING
Forming subgoals: intermediate steps • Working backward: easy w/problem w/well specified end-point • Searching for analogies • Changing the representation of the problem: change the way you look at a problem TYPES OF HEURISTICS
Field dependence-independence: tendency to rely primarily on external versus internal frames of reference when orienting yourself in space • Field dependent rely on external frames of reference • Field independent can restructure problem more easily CULTURE, COGNITIVE STYLE, AND PROBLEM SOLVING
DEF: evaluating alternatives and making choices among them • Theory of bounded rationality: asserts that people tend to use simple strategies in decision making that focuses on only a few facets of available options and often result in “irrational” decisions that are less than optimal DECISION MAKING
Decisions involve choices about preferences • Additive strategy: list attributes that influence a decision • Compensatory decision models: allow attractive attributes to compensate for unattractive attributes • Or could use a: elimination by aspects strategy • Noncompensatory decision models: do not allow some attributes to compensate for others • Used when more options and factors are added to a decision task MAKING CHOICES: SELECTING AN ALTERNATIVE
Risky decision making: making choices under conditions of uncertainty • Expected value: do you expect to gain or lose • Subjective utility: is it personally worth it to you • Subjective probability: sometimes you need to rely on your personal estimates of probabilities TAKING CHANCES: FACTORS WEIGHED IN RISKY DECISIONS
Availability heuristic: involves basing the estimated probability of an event on the ease of with which relevant instances come to mind • Recalling specific instances of an event HEURISTICS IN JUDGING PROBABILITIES
Representativeness heuristic: basing the estimated probability of an event on how similar it is to the typical prototype of that event HEURISTICS IN JUDGING PROBLEMS
People underestimate risks or probabilities • “It won’t happen to me” TENDENCY TO IGNORE BASE RATES
DEF: when people estimate that the odds of two uncertain events happening together are greater than the odds of either event happening alone CONJUNCTION OF FALLACY
DEF: when people’s belief about whether an outcome will occur changes depending on how alternative outcomes are distributed, even though the summed probability of the alternative outcomes is held constant ALTERNATIVE OUTCOMES EFFECT