Solving the Meso-Macro Transition Problem in Q-Methodology: Factor Entropy as a Metric of Collective Coherence

The classical problem of transitioning from the meso-level (small groups) to the macro-level (societal structures) remains conceptually contentious and lacks a universally accepted formal solution in sociology. Q-methodology, traditionally confined to the meso-level, has lacked a formal apparatus for extrapolating results to macroprocesses. This paper proposes a solution through the concept of factor entropy as a metric of collective coherence. Relying on a three-level architecture of social time (Information → Subjectivity → Social Time) and Sorkin's anhomomorphic logic, we demonstrate that factors in Q-methodology represent trajectories of emergent meaning configurations. The macro-level is operationalised as the dominant factor with minimal entropy (H → 0) and maximal amplitude (λ → 1). The dynamics of factor entropy H(t) enable tracking phase transitions and predicting collective collapses. An operational protocol for longitudinal Q-studies with entropy metric calculation is proposed, applicable independently of the ontological status of quantum social theory.

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Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-02-01
DOI
https://doi.org/10.5281/zenodo.18447056
Primary Topic
Q Methodology Applications
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article
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article

Solving the Meso-Macro Transition Problem in Q-Methodology: Factor Entropy as a Metric of Collective Coherence

Dmitry Timofeev
Zenodo (CERN European Organization for Nuclear Research)
Q Methodology Applications
article

Solving the Meso-Macro Transition Problem in Q-Methodology: Factor Entropy as a Metric of Collective Coherence

Dmitry Timofeev
article en

Abstract

The classical problem of transitioning from the meso-level (small groups) to the macro-level (societal structures) remains conceptually contentious and lacks a universally accepted formal solution in sociology. Q-methodology, traditionally confined to the meso-level, has lacked a formal apparatus for extrapolating results to macroprocesses. This paper proposes a solution through the concept of factor entropy as a metric of collective coherence. Relying on a three-level architecture of social time (Information → Subjectivity → Social Time) and Sorkin's anhomomorphic logic, we demonstrate that factors in Q-methodology represent trajectories of emergent meaning configurations. The macro-level is operationalised as the dominant factor with minimal entropy (H → 0) and maximal amplitude (λ → 1). The dynamics of factor entropy H(t) enable tracking phase transitions and predicting collective collapses. An operational protocol for longitudinal Q-studies with entropy metric calculation is proposed, applicable independently of the ontological status of quantum social theory.

Zenodo (CERN European Organization for Nuclear Research)
Independent University of Moscow (RU)
Reduced inequalities
Openalex Percentile: Top 74%
Q Methodology Applications
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Solving the Meso-Macro Transition Problem in Q-Methodology: Factor Entropy as a Metric of Collective Coherence — Dmitry Timofeev · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS