Heuristics: The Foundations of Adaptive Behavior

Heuristics: The Foundations of Adaptive Behavior

by Gerd Gigerenzer
     
 

ISBN-10: 0199744289

ISBN-13: 9780199744282

Pub. Date: 04/15/2011

Publisher: Oxford University Press

How do people make decisions when time is limited, information unreliable, and the future uncertain? Based on the work of Nobel laureate Herbert Simon and with the help of colleagues around the world, the Adaptive Behavior and Cognition (ABC) Group at the Max Planck Institute for Human Development in Berlin has developed a research program on simple heuristics,

Overview

How do people make decisions when time is limited, information unreliable, and the future uncertain? Based on the work of Nobel laureate Herbert Simon and with the help of colleagues around the world, the Adaptive Behavior and Cognition (ABC) Group at the Max Planck Institute for Human Development in Berlin has developed a research program on simple heuristics, also known as fast and frugal heuristics. In the social sciences, heuristics have been believed to be generally inferior to complex methods for inference, or even irrational. Although this may be true in "small worlds" where everything is known for certain, we show that in the actual world in which we live, full of uncertainties and surprises, heuristics are indispensable and often more accurate than complex methods. Contrary to a deeply entrenched belief, complex problems do not necessitate complex computations. Less can be more. Simple heuristics exploit the information structure of the environment, and thus embody ecological rather than logical rationality. Simon (1999) applauded this new program as a "revolution in cognitive science, striking a great blow for sanity in the approach to human rationality."
By providing a fresh look at how the mind works as well as the nature of rationality, the simple heuristics program has stimulated a large body of research, led to fascinating applications in diverse fields from law to medicine to business to sports, and instigated controversial debates in psychology, philosophy, and economics. In a single volume, the present reader compiles key articles that have been published in journals across many disciplines. These articles present theory, real-world applications, and a sample of the large number of existing experimental studies that provide evidence for people's adaptive use of heuristics.

Product Details

ISBN-13:
9780199744282
Publisher:
Oxford University Press
Publication date:
04/15/2011
Pages:
872
Product dimensions:
7.40(w) x 10.00(h) x 1.80(d)

Table of Contents

Introduction List of Contributors Appetizer
1. Homo heuristicus: Why Biased Minds Make Better Inferences.
Gerd Gigerenzer, and Henry Brighton Part I: Theory Opening the adaptive toolbox
2. Reasoning the Fast and Frugal Way: Models of Bounded Rationality.
Gerd Gigerenzer, and Daniel G. Goldstein
3. Models of Ecological Rationality: The Recognition Heuristic.
Daniel Goldstein and Gerd Gigerenzer
4. How Forgetting Aids Heuristic Inference.
Lael J. Schooler and R. Hertwig
5. Simple Heuristics and Rules of Thumb: Where Psychologists and Behavioral Biologists Might Meet.
John M.C. Hutchinson and Gerd Gigerenzer
6. Naive and Yet Enlightened: From Natural Frequencies to Fast and Frugal Decision Trees.
Laura Martignon, Oliver Vitouch, Masinori Takezawa, and Malcolm R. Forster
7. The Priority Heuristic: Making Choices without Trade-Offs.
Eduard Brandstätter, Gerd Gigerenzer, and Ralph Hertwig
8. One-Reason Decision making: Modeling Violations of Expected Utility Theory.
Konstantinos V. Katsikopoulos and Gerd Gigerenzer
9. The Similarity Heuristic.
Daniel Read and Yael Grushka-Cockayne
10. Hindsight Bias: A By-Product of Knowledge Updating?
Ulrich Hoffrage, Ralph Hertwig, and Gerd Gigerenzer How are heuristics selected?
11. SSL: A Theory of How People Learn to Select Strategies.
Jõrg Rieskamp and Philipp E. Otto

Part II: Tests When do heuristics work?
12. Fast, Frugal, and Fit: Simple Heuristics for Paired Comparison.
Laura Martignon and Ulrich Hoffrage
13. Heuristic and Linear Lodels of Judgment: Matching Rules and Environments.
Robin M. Hogarth and Natalia Karelaia
14. Categorization with Limited Resources: A Family of Simple Heuristics.
Laura Martignon, Konstantinos V. Katsikopoulo, and Jan K. Woike
15. A Signal Detection Analysis of the Recognition Heuristic.
Timothy J. Pleskac
16. The Relative Success of Recognition-Based Iinference in Multichoice Decisions.
Rachel McCloy, C. Philip Beaman, and Philip T. Smith

When do people rely on one good reason?
17. The Quest for Take-the-Best.
Arndt Bröder
18. Empirical Tests of a Fast and Frugal Heuristic: Not Everyone "Takes-the-Best."
Ben R. Newell, Nicola J. Weston, and David R. Shanks
19. A Response-Time Approach to Comparing Generalized Rational and Take-the-Best Models of Decision Making.
F. Bryan Bergert and Robert M. Nosofsky
20. Sequential Processing of Cues in Memory-Based Multi-Attribute Decisions.
Arndt Bröder and Wolfgang Gaissmaier
21. Does Imitation Benefit Cue-OrderLlearning?
Rocio Garcia-Retamero, Masanori Takezawa, and Gerd Gigerenzer
22. The Aging Decision Maker: Cognitive Aging and the Adaptive Selection of Decision Strategies.
Rui Mata, Lael J. Schooler, and Jörg Rieskamp When do people rely on name recognition?
23. On the Psychology of the Recognition Heuristic: Retrieval Primacy as a Key Determinant of its Use.
Thorsten Pachur and Ralph Hertwig
24. The Recognition Heuristic in Memory-Based Inference: Is Recognition a Non-Compensatory Cue?
Thorsten Pachur, Arndt Bröder, and Julian N. Marewski
25. Why You Think Milan is Larger than Modena: Neural Correlates of the Recognition Heuristic.
Kirsten G. Volz, Lael J. Schooler, Ricarda I. Schubotz, Markus Raab, Gerd Gigerenzer, and D. Yves von Cramon
26. Fluency Heuristic: A Model of How the Mind Exploits a By-Product of Information Retrieval.
Ralph Hertwig, Stefan M. Herzog, Lael J. Schooler, and Torsten Reimer
27. The Use of Recognition in Group Decision Making.
Torsten Reimer and Konstantinos V. Katsikopoulos

Part III: Heuristics in the Wild Crime
28. Psychological Models of Professional Decision Making.
Mandeep K. Dhami
29. Geographic Profiling: The Fast, Frugal, and Accurate Way.
Brent Snook, Paul J. Taylor, and Craig Bennel
30. Take-the-Best in Expert-Novice Decision Strategies for Residential Burglary.
Rocio Garcia-Retamero and Mandeep K. Dhami Sports
31. Predicting Wimbledon Tennis Results 2005 by Mere Player Name Recognition.
Benjamin Scheibehenne and Arndt Bröder
32. Heuristics in Sports That Help Ws Win.
W.M. Bennis and Torsten Pachur
33. How Dogs Navigate to Catch Frisbees.
Dennis M. Shaffer, Scott M. Krauchunas, Marianna Eddy, and Michael K. McBeath Investment
34. Optimal versus Naïve Diversification: How Inefficient in the 1/N Portfolio Strategy?
Victor DeMiguel, Lorenzo Garlappi, and Raman Uppal
35. Parental Investment: How an Equity Motive Can Produce Inequality.
Ralph Hertwig, Jennifer Nerissa Davis, and Frank J. Sulloway
36. Instant Customer Base analysis: Managerial Heuristics Often "Get It Right."
Markus Wübben and Florian v. Wangenheim Everyday things
37. Green Defaults: Information Presentation and Pro-Environmental Behavior.
Daniel Pichert and Konstantinois V. Katsikopoulos
38. "IfEL": Satisficing Algorithms for Mapping Conditional Statements onto Social Domains.
Alejandro López-Rousseau and Timothy Ketelaar
39. Applying One-Reason Decision Making: The Prioritisation of Literature Searches Michael D. Lee, Natasha Loughlin, and Ingrid B. Lundberg
40. Aggregate Age-at-Marriage Patterns from Individual Mate-Search Heuristics.
Peter M. Todd, Francesco C. Billari, and Jorge Simão

References Name index Subject index

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