Evidence map›Paper›PMID 41306041›Full record

ArticlePhilosophical transactions. Series A, Mathematical, physical, and engineering sciences2025

Quantum-like cognition and decision-making in the light of quantum measurement theory.

Miho Fuyama, Andrei Khrennikov, Masanao Ozawa

Abstract read
In one paragraph

Article in Philosophical transactions. Series A, Mathematical, physical, and engineering sciences, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Article
  2. Ambiguity and free will: the topology of decision in quantum and quantum-like sciences.Philosophical transactions. Series A, Mathematical, physical, and engineering sciences · 2025
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Miho FuyamaCollege of Letters, Ritsumeikan Daigaku, Kyoto, Kyoto Prefecture, Japan.
Andrei KhrennikovInt. Center Math. Modeling in Physics and Cognitive Science, Karl Linnaeus University, VÄXJÖ, Sweden.ORCID 0000-0002-9857-0938
Masanao OzawaCenter for Mathematical Science and Artificial Intelligence, Academy of Emerging Sciences, Chubu University, Kasugai, Aichi Prefecture, Japan.

Funding

European Cooperation in Science and TechnologyJapan Science and Technology CorporationJapan Society for the Promotion of Science
6 · The paper itself

Abstract

We characterize the class of quantum measurements that matches the applications of quantum theory to cognition (and decision-making)-quantum-like modelling. Projective measurements describe the canonical measurements of the basic observables of quantum physics. However, the combinations of the basic cognitive effects, such as the question order and response replicability effects (RREs), cannot be described by projective measurements. We motivate the use of the special class of quantum measurements, namely,

Indexed as

cognitiondecision-makingquantum-like modellingquantum measurement theoryquestion order and response replicability effectssharp repeatable non-projective measurements

Identifiers

PMID41306041
PMCPMC12658452

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.