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Cognition and Intelligence. Chapter 8. Problem Solving: In Search of Solutions. Problem solving = active efforts to discover what must be done to achieve a goal that is not readily attainable. Types of Problems.
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Cognition and Intelligence Chapter 8
Problem Solving: In Search of Solutions Problem solving = active efforts to discover what must be done to achieve a goal that is not readily attainable
Types of Problems • Inducing structure = must discover the relations among the parts of the problem • Arrangement =must arrange the parts in a way that satisfies some criterion • Transformation = must carry out a sequence of transformations in order to reach a specific goal
Barriers to Effective Problem Solving • Being distracted by irrelevant information • Succumbing to functional fixedness (only seeing an item’s most common use) • Relying on mental set (persisting with strategies that have worked in the past) • Placing unnecessary constraints on one’s solutions.
Approaches to Problem Solving • Trial & error = trying &discarding potential solutions to a problem until one works • Forming subgoals = break a problem into several parts • Searching for analogies between new problems and old problems • Changing the representation of problems
Approaches to Problem Solving • Incubation effect =when new solutions surface for a previously unsolved problem after a period of not consciously thinking about the problem
Culture, Cognitive Style, & Problem Solving • Additional research suggests that there are cultural disparities in typical problem-solving strategies. • Eastern cultures =holistic cognitive style • Western cultures = analytic cognitive style
Decision Making: Choices and Chances • Decision making = evaluating alternatives &making choices among them. • Theory of bounded rationality = people tend to use simple strategies in decision making that focus on only a few facets of available options & often result in “irrational” decisions that are less than optimal.
Making Choices about Preferences • modern societies suffer from choice overload, which leads to rumination, regret, and diminished well-being. • research = people prefer more choices up to a point, after which further increases in options lead to decreased satisfaction.
Making Choices about Preferences • Deliberation-without-awareness effect = intuitive, unconscious decisions may be more satisfying than those based on conscious deliberation, especially when choices are complex.
Heuristics in Judging Probabilities • Heuristic = a rule of thumb used in searching for solutions to a problem (mental shortcut). • availability heuristic = basing probability estimates on the ease with which relevant examples come to mind. • representativeness heuristic =basing the estimated probability of an event on how similar it is to the prototype of that event.
Common Flaws in Reasoning about Decisions • The conjunction fallacy =when people estimate that the odds of two uncertain events happening together are greater than the odds of either event happening alone.
Common Flaws in Reasoning about Decisions • The gambler’s fallacy = the belief that the odds of a chance event increase if the event hasn’t occurred recently. • People tend to inflate estimates of improbable events that garner heavy coverage in the media, because of the availability heuristic. • Research shows that people overestimate the impact of losses.
Evolutionary Analyses of Fast & Frugal Heuristics • Evolutionary psychologists maintain that human decision making only seems irrational because cognitive psychologists have been asking the wrong questions &formulating problems in the wrong ways.
Evolutionary Analyses of Fast & Frugal Heuristics • Fast & frugal heuristics are extremely simple decision strategies that are surprisingly adaptive in the real world. • Dual-process theories propose that people depend on two different modes of thinking in making decisions: fast & frugal heuristics and effortful, controlled deliberation.
Measuring Intelligence mental age = the mental ability typical of a child of that chronological (actual) age intelligence quotient (IQ) =child’s mental age divided by chronological age, multiplied by 100
A Brief History • Modern intelligence testing began with Alfred Binet, a French psychologist who published the first useful intelligence test in 1905. • Binet’sscale measured a child’s mental age.
A Brief History • Lewis Terman revised the original Binet scale to produce the Stanford-Binet in 1916. • It introduced the intelligence quotient and became the standard of comparison for subsequent intelligence tests.
A Brief History • David Wechsler devised an improved measure of intelligence for adults. • He also introduced a new scoring system based on the normal distribution, • a symmetrical, bell-shaped curve that represents the pattern in which many characteristics are dispersed in the population.
What do Modern IQ Scores Mean? • Modern scoring system = deviation IQ scores indicate where people fall in the normal distribution of intelligence for their age group. • On most tests, the mean is set at 100 and the standard deviation is set at 20.
Do Intelligence Tests have Adequate Reliability? • IQ tests are exceptionally reliable, with reliability coefficients typically ranging into the .90s. • Reasonably valid measures of academic intelligence in that they predict school performance fairly well • Source: MicroSoft ClipArt
Evidence for Hereditary Influence • Twin studies = identical twins, even when raised apart, are more similar in IQ than fraternal twins, suggesting that intelligence is inherited. • Adoption studies reveal that people resemble their parents in intelligence even when not raised by them.
Evidence for Environmental Influence • Studies show that adopted children resemble their parents and adoptive siblings in intelligence. • The effects of environmental deprivation &enrichment also indicate that IQ is shaped by experience.
Evidence for Environmental Influence • Generational changes in IQ (the Flynn effect) can only be due to environmental factors. • The concept of reaction range posits that heredity places limits on one’s intellectual potential while the environment determines where one falls within these limits.
The Interaction of Heredity & Environment • Even if the heritability of IQ is great, group differences in average intelligence could be entirely environmental in origin. • ethnicity co-varies with social class, so socioeconomic disadvantage may contribute to low IQ scores among minority students.
Exploring Biological Correlates of Intelligence • Recent research = a moderate positive correlation between IQ &overall brain volume estimated from MRI scans.
Investigating Cognitive Processes in Intelligent Behavior • Sternberg’s cognitive perspective = emphasizes need to understand how people use their intelligence. • 3 facets of successful intelligence • Analytical = involves abstract reasoning, evaluation, and judgment • Creative = ability to generate new ideas & to be inventive in dealing with novel problems
Investigating Cognitive Processes in Intelligent Behavior • Practical intelligence = ability to deal effectively with kinds of problems that people encounter in everyday life, such as on the job or at home.
Investigating Cognitive Processes in Intelligent Behavior • Tacit knowledge—what one needs to know in a particular environment in order to work efficiently that is not explicitly taught and that often is not even verbalized.
Measuring & Understanding Creativity • Creativity = generation of original, novel, &useful ideas. • Creativity does not usually involve sudden insight. • Divergent thinking contributes to creativity but does not represent its essence.