Evidence map›Paper›PMID 41826555›Full record

ArticleScientific reports2026

Exploring quantum Heider balance theory.

Anahid Kiani, S Mahdi Fazeli, G Reza Jafari

Abstract read
In one paragraph

Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Anahid KianiDepartment of Physics, Shahid Beheshti University, Evin, Tehran, 1983969411, Iran.
S Mahdi FazeliDepartment of Physics, University of Qom, Ghadir Blvd, Qom, 3716146611, Iran.
G Reza JafariDepartment of Physics, Shahid Beheshti University, Evin, Tehran, 1983969411, Iran. gjafari@gmail.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This work generalizes Heider's classical balance theory into a quantum mechanical framework. The core idea is that, just as quantum reality exists in a superposition of possibilities until observed, our real-life social relationships often exist in a subjective superposition of balanced and imbalanced triads, experiencing both stress and relief simultaneously. As classical physics limits our ability to observe these 'entangled' states, we introduced a quantum generalization involving creation and annihilation operators, as well as a new Hamiltonian. This approach reveals inherent, lifelike states within the balance theory that are simply unobservable under classical limitations. Examining the ground and stable states in quantum evolution under disorder (temperature) reveals a transition point from balanced states to a random phase. Our results reveal new dynamic behaviors that are unique to quantum social systems and offer new insights into collective decision-making, conflict resolution and the emergence of order in complex networks.

Identifiers

PMID41826555
PMCPMC13111606

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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.