Evidence map›Paper›PMID 35327875›Full record

ArticleEntropy (Basel, Switzerland)2022

Quantifying and Interpreting Connection Strength in Macro- and Microscopic Systems: Lessons from Bell's Approach.

Christoph Gallus, Pawel Blasiak, Emmanuel M Pothos

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Article in Entropy (Basel, Switzerland), 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

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3citing papers in PubMed
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1 · What the graph read from it

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3 · Its place in the literature

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3 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

3 authors.

Christoph GallusTHM Business School, Technische Hochschule Mittelhessen, D-35390 Gießen, Germany.ORCID 0000-0002-8623-4478
Pawel BlasiakInstitute of Nuclear Physics, Polish Academy of Sciences, PL-31342 Kraków, Poland.ORCID 0000-0002-3457-2870
Emmanuel M PothosPsychology Department, University of London, London EC1V 0HB, UK.ORCID 0000-0003-1919-387X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Bell inequalities were created with the goal of improving the understanding of foundational questions in quantum mechanics. To this end, they are typically applied to measurement results generated from entangled systems of particles. They can, however, also be used as a statistical tool for macroscopic systems, where they can describe the connection strength between two components of a system under a causal model. We show that, in principle, data from macroscopic observations analyzed with Bell' s approach can invalidate certain causal models. To illustrate this use, we describe a macroscopic game setting, without a quantum mechanical measurement process, and analyze it using the framework of Bell experiments. In the macroscopic game, violations of the inequalities can be created by cheating with classically defined strategies. In the physical context, the meaning of violations is less clear and is still vigorously debated. We discuss two measures for optimal strategies to generate a given statistic that violates the inequalities. We show their mathematical equivalence and how they can be computed from CHSH-quantities alone, if non-signaling applies. As a macroscopic example from the financial world, we show how the unfair use of insider knowledge could be picked up using Bell statistics. Finally, in the discussion of realist interpretations of quantum mechanical Bell experiments, cheating strategies are often expressed through the ideas of free choice and locality. In this regard, violations of free choice and locality can be interpreted as two sides of the same coin, which underscores the view that the meaning these terms are given in Bell's approach should not be confused with their everyday use. In general, we conclude that Bell's approach also carries lessons for understanding macroscopic systems of which the connectedness conforms to different causal structures.

Indexed as

Bell statisticcausalityCHSH inequalityfree choicelocalitymachine learningpropagation of information

Identifiers

PMID35327875
PMCPMC8947266

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