Quantum models for psychological measurements: an unsolved problem.

There has been a strong recent interest in applying quantum theory (QT) outside physics, including in cognitive science. We analyze the applicability of QT to two basic properties in opinion polling. The first property (response replicability) is that, for a large class of questions, a response to a...

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Main Authors: Andrei Khrennikov, Irina Basieva, Ehtibar N Dzhafarov, Jerome R Busemeyer
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2014-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC4208824?pdf=render
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spelling doaj-32e9a769a696448fb32abfbe0d7e71492020-11-24T21:52:15ZengPublic Library of Science (PLoS)PLoS ONE1932-62032014-01-01910e11090910.1371/journal.pone.0110909Quantum models for psychological measurements: an unsolved problem.Andrei KhrennikovIrina BasievaEhtibar N DzhafarovJerome R BusemeyerThere has been a strong recent interest in applying quantum theory (QT) outside physics, including in cognitive science. We analyze the applicability of QT to two basic properties in opinion polling. The first property (response replicability) is that, for a large class of questions, a response to a given question is expected to be repeated if the question is posed again, irrespective of whether another question is asked and answered in between. The second property (question order effect) is that the response probabilities frequently depend on the order in which the questions are asked. Whenever these two properties occur together, it poses a problem for QT. The conventional QT with Hermitian operators can handle response replicability, but only in the way incompatible with the question order effect. In the generalization of QT known as theory of positive-operator-valued measures (POVMs), in order to account for response replicability, the POVMs involved must be conventional operators. Although these problems are not unique to QT and also challenge conventional cognitive theories, they stand out as important unresolved problems for the application of QT to cognition. Either some new principles are needed to determine the bounds of applicability of QT to cognition, or quantum formalisms more general than POVMs are needed.http://europepmc.org/articles/PMC4208824?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Andrei Khrennikov
Irina Basieva
Ehtibar N Dzhafarov
Jerome R Busemeyer
spellingShingle Andrei Khrennikov
Irina Basieva
Ehtibar N Dzhafarov
Jerome R Busemeyer
Quantum models for psychological measurements: an unsolved problem.
PLoS ONE
author_facet Andrei Khrennikov
Irina Basieva
Ehtibar N Dzhafarov
Jerome R Busemeyer
author_sort Andrei Khrennikov
title Quantum models for psychological measurements: an unsolved problem.
title_short Quantum models for psychological measurements: an unsolved problem.
title_full Quantum models for psychological measurements: an unsolved problem.
title_fullStr Quantum models for psychological measurements: an unsolved problem.
title_full_unstemmed Quantum models for psychological measurements: an unsolved problem.
title_sort quantum models for psychological measurements: an unsolved problem.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2014-01-01
description There has been a strong recent interest in applying quantum theory (QT) outside physics, including in cognitive science. We analyze the applicability of QT to two basic properties in opinion polling. The first property (response replicability) is that, for a large class of questions, a response to a given question is expected to be repeated if the question is posed again, irrespective of whether another question is asked and answered in between. The second property (question order effect) is that the response probabilities frequently depend on the order in which the questions are asked. Whenever these two properties occur together, it poses a problem for QT. The conventional QT with Hermitian operators can handle response replicability, but only in the way incompatible with the question order effect. In the generalization of QT known as theory of positive-operator-valued measures (POVMs), in order to account for response replicability, the POVMs involved must be conventional operators. Although these problems are not unique to QT and also challenge conventional cognitive theories, they stand out as important unresolved problems for the application of QT to cognition. Either some new principles are needed to determine the bounds of applicability of QT to cognition, or quantum formalisms more general than POVMs are needed.
url http://europepmc.org/articles/PMC4208824?pdf=render
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