In humans, as in many other animals, preferences between options can be reversed when other irrelevant options are added to the choice set. Heuristics theories view such puzzling departure from economic rationality as evidence that decisions rely on simple rules that make a context-dependent use of the available information. The computational mechanisms underlying these rules, however, remain largely unresolved. Using a “sequential-sampling” model of decision making, I show that irrational decisions may arise when an information-processing mechanism that works optimally in one-choice tasks is co-opted in multiple-choice contexts. The model supports the assumption that different heuristics may sometimes be the elusive expression of a single general mechanism and that natural selection, rather than promoting the evolution of different mechanisms and rules, may favour the parsimonious use of bounded computational resources.
A distributed-consensus mechanism of decision making explains economically irrational behaviours
Sergio CastellanoFirst
2019-01-01
Abstract
In humans, as in many other animals, preferences between options can be reversed when other irrelevant options are added to the choice set. Heuristics theories view such puzzling departure from economic rationality as evidence that decisions rely on simple rules that make a context-dependent use of the available information. The computational mechanisms underlying these rules, however, remain largely unresolved. Using a “sequential-sampling” model of decision making, I show that irrational decisions may arise when an information-processing mechanism that works optimally in one-choice tasks is co-opted in multiple-choice contexts. The model supports the assumption that different heuristics may sometimes be the elusive expression of a single general mechanism and that natural selection, rather than promoting the evolution of different mechanisms and rules, may favour the parsimonious use of bounded computational resources.File | Dimensione | Formato | |
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