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    Ordering-disordering dynamics of the q-voter model under random external bias

    Roni Muslim1,2,*, Jihye Kim3,†, Noriko Oikawa4,‡, Anugraha Rinto NQZ5,§, and Zulkaida Akbar2,∥

    • *Contact author: roni.muslim@apctp.org; roni.muslim@brin.go.id
    • †Contact author: arrr3755@naver.com
    • ‡Contact author: noriko.oikawa@omu.ac.jp
    • §Contact author: rinto@ugm.ac.id
    • ∥Contact author: zulkaida.akbar@brin.go.id

    Phys. Rev. E 112, 034312 – Published 15 September, 2025

    DOI: https://doi.org/10.1103/hcy5-pnwf

    Abstract

    We investigate a variant of the two-state q-voter model in which agents update their states under a random external field (which points upward with probability s and downward with probability 1−s) with probability p or adopt the unanimous opinion of q randomly selected neighbors with probability 1−p. Using mean-field analysis and Monte Carlo simulations, we identify an order-disorder transition at pc when s=12. Notably, in the regime of p>pc, we estimate the time for systems to reach disordered state from consensus state and find the logarithmic scaling Tdis∼BlnN, with B=1/(2p) for q=1, while for q>1, B depends on both p>pc and q. We observe that disordering dynamics slow down significantly for nonlinear strengths q between 2 and 3, independent of the probability p. However, when s=0 or s=1, the system is bound to reach consensus, with the consensus time scaling logarithmically with system size as Tcon∼BlnN, where B=1/p for q=1 and B=1 for q>1. Furthermore, in the limit of p=0, we derive a closed-form exit probability valid for arbitrary values of q and demonstrate a finite-size scaling collapse. These results clarify how external cues and peer conformity jointly control ordering and disordering in binary opinion dynamics.

    Physics Subject Headings (PhySH)

    Corrections

    5 March, 2026

    Correction: A Note added section has been inserted.

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