一种新的基于代理的模型深入了解了亲社会公共池行为在人群中的广泛采用

IF 1.3 4区 社会学 Q3 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS Journal of Mathematical Sociology Pub Date : 2022-02-05 DOI:10.1080/0022250X.2021.2021513
Garry Sotnik, T. Shannon, W. Wakeland
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引用次数: 2

摘要

一种新的基于主体的亲社会共有池行为全人群采用理论模型,该模型有四个参数(采用者的初始百分比、改变行为的压力、行为的协同作用和人口密度);行为、运动、搭便车以及团体组成和规模方面的动力学;以及多层次群体选择的出现。对模型动力学的理论分析确定了模型参数空间中的六个区域,在这些区域中,压力协同组合会导致不同的结果:灭绝、持续和完全采用。模拟结果验证了理论分析,并表明密度的增加减少了压力协同组合的数量,从而导致了人口的广泛采用;贡献者的初始百分比影响潜在行为和最终结果,但不影响它们之间的区域或过渡区的大小;随机运动有助于采用亲社会的共同池行为。
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A new agent-based model offers insight into population-wide adoption of prosocial common-pool behavior
ABSTRACT New theoretical agent-based model of population-wide adoption of prosocial common-pool behavior with four parameters (initial percent of adopters, pressure to change behavior, synergy from behavior, and population density); dynamics in behavior, movement, freeriding, and group composition and size; and emergence of multilevel group selection. Theoretical analysis of model’s dynamics identified six regions in model’s parameter space, in which pressure-synergy combinations lead to different outcomes: extinction, persistence, and full adoption. Simulation results verified the theoretical analysis and demonstrated that increases in density reduce number of pressure-synergy combinations leading to population-wide adoption; initial percent of contributors affects underlying behavior and final outcomes, but not size of regions or transition zones between them; and random movement assists adoption of prosocial common-pool behavior.
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来源期刊
Journal of Mathematical Sociology
Journal of Mathematical Sociology 数学-数学跨学科应用
CiteScore
2.90
自引率
10.00%
发文量
5
审稿时长
>12 weeks
期刊介绍: The goal of the Journal of Mathematical Sociology is to publish models and mathematical techniques that would likely be useful to professional sociologists. The Journal also welcomes papers of mutual interest to social scientists and other social and behavioral scientists, as well as papers by non-social scientists that may encourage fruitful connections between sociology and other disciplines. Reviews of new or developing areas of mathematics and mathematical modeling that may have significant applications in sociology will also be considered. The Journal of Mathematical Sociology is published in association with the International Network for Social Network Analysis, the Japanese Association for Mathematical Sociology, the Mathematical Sociology Section of the American Sociological Association, and the Methodology Section of the American Sociological Association.
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