Integrating social and cognitive aspects of belief dynamics: towards a unifying framework

被引:46
作者
Galesic, Mirta [1 ,2 ]
Olsson, Henrik [1 ]
Dalege, Jonas [1 ]
van der Does, Tamara [1 ]
Stein, Daniel L. [1 ,3 ,4 ,5 ]
机构
[1] Santa Fe Inst, 1399 Hyde Pk Rd, Santa Fe, NM 87501 USA
[2] Complex Sci Hub Vienna, Vienna, Austria
[3] NYU, Dept Phys, 4 Washington Pl, New York, NY 10003 USA
[4] NYU, Courant Inst Math Sci, New York, NY USA
[5] NYU Shanghai, NYU ECNU Inst Phys & Math Sci, Shanghai, Peoples R China
基金
美国国家科学基金会; 美国食品与农业研究所;
关键词
belief dynamics models; model comparison; statistical physics; theoretical framework; STATISTICAL PHYSICS; FORMING IMPRESSIONS; CONNECTIONIST MODEL; ATTITUDE STRUCTURE; ROBUST BEAUTY; EVOLUTION; AMBIVALENCE; IDENTITY; OPINION; DISSONANCE;
D O I
10.1098/rsif.2020.0857
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Belief change and spread have been studied in many disciplines-from psychology, sociology, economics and philosophy, to biology, computer science and statistical physics-but we still do not have a firm grasp on why some beliefs change more easily and spread faster than others. To fully capture the complex social-cognitive system that gives rise to belief dynamics, we first review insights about structural components and processes of belief dynamics studied within different disciplines. We then outline a unifying quantitative framework that enables theoretical and empirical comparisons of different belief dynamic models. This framework uses a statistical physics formalism, grounded in cognitive and social theory, as well as empirical observations. We show how this framework can be used to integrate extant knowledge and develop a more comprehensive understanding of belief dynamics.
引用
收藏
页数:13
相关论文
共 26 条
  • [21] Selecting a theoretical framework to explore the social and cognitive uncertainty that hepatitis C treatment represents for people who inject drugs
    Carlson, Greg
    Crane, Tracy E.
    Taylor-Piliae, Ruth E.
    APPLIED NURSING RESEARCH, 2020, 56
  • [22] Breakdown of the co-creation process on social media: developing the value co-washing framework and stakeholders dynamics
    Sallaku, Karolina
    De Fano, Domenico
    Ha, Van Su
    Russo, Angeloantonio
    JOURNAL OF ASIA BUSINESS STUDIES, 2024, : 23 - 53
  • [23] A Social-Cognitive-Ecological Framework for Understanding the Impact of Exposure to Persistent Ethnic-Political Violence on Children's Psychosocial Adjustment
    Dubow, Eric F.
    Huesmann, L. Rowell
    Boxer, Paul
    CLINICAL CHILD AND FAMILY PSYCHOLOGY REVIEW, 2009, 12 (02) : 113 - 126
  • [24] Integrating system dynamics and agent-based modeling: A data-driven framework for predicting electric vehicle market penetration and GHG emissions reduction under various incentives scenarios
    Zhan, Weipeng
    Wang, Zhenpo
    Deng, Junjun
    Liu, Peng
    Cui, Dingsong
    APPLIED ENERGY, 2024, 372
  • [25] I-C-E Framework: Concepts for Group Dynamics Research in Human-Robot Interaction Revisiting Theory from Social Psychology on Ingroup Identification (I), Cohesion (C) and Entitativity (E)
    Abrams, Anna M. H.
    Rosenthal-von der Puetten, Astrid M.
    INTERNATIONAL JOURNAL OF SOCIAL ROBOTICS, 2020, 12 (06) : 1213 - 1229
  • [26] From a mathematical science of living systems to biology and economics Comment to "What is life? Active particles tools towards behavioral dynamics in social-biology and economics" by B. Bellomo, M. Esfahanian, V. Secchini, and P. Terna
    Bellomo, B.
    Esfahanian, M.
    Secchini, V.
    Terna, P.
    PHYSICS OF LIFE REVIEWS, 2023, 47 : 264 - 267