Evidence map›Paper›PMID 39953216›Full record

ArticleScientific reports2025

Research on the evolutionary game of reversed online public opinion based on the dual-helix structure mechanism.

Hairong Li, Nan Wang

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

2 authors.

Hairong LiSchool of Information Engineering, Xinjiang Institute of Technology, Akesu, Xinjiang, 843100, China.
Nan WangSchool of Management Science and Information Engineering, Jilin University of Finance and Economics, Changchun, 130117, Jilin, China. 119014@jlufe.edu.cn.

Funding

Key Project of Jilin Province Educational Science Planning No. ZD23015Scientific Research Project of Education Department of Jilin Province No. JJKH20250758KJThe National Social Science Fund 22BTQ048the Projects of Jilin University of Finance and Economics 2023YB021, 2024PY010The School-level Fund Project of Xinjiang Institute of Technology ZQ202307The Youth Project of the Xinjiang Autonomous Region Social Science Fund 2023CTQ115
6 · The paper itself

Abstract

This paper employs game theory to examine the impact of the dual-helix structure mechanism on the evolutionary trends of reversed online public opinion, providing a theoretical foundation for public opinion management. Building on the theoretical framework of game theory, the study constructs an evolutionary game model under the dual-helix structure involving online media and opinion leaders as the game participants. It calculates the payoff matrices and replicator dynamics equations of the parties involved and uses numerical simulation methods to assess the stability of various equilibrium points and to deduce the behavioral strategies of the parties under different conditions. The findings indicate that the size of credibility gains achieved by opinion leaders, the severity of governmental sanctions and the traffic revenue obtained by online media significantly influence the strategic choices of the parties involved. Based on these findings, the study proposes recommendations for the management of reversed online public opinion from a governmental perspective.

Identifiers

PMID39953216
PMCPMC11828900

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.