公共商品中的群体行为 游戏 游戏
1Grupo de Investigación Ingeniería de Organización y Logística (IOL), Departamento Ingeniería de Organización, Administración de empresas y Estadística, Escuela Técnica Superior de Ingenieros Industriales, <a href="https://ror.org/03n6nwv02">Universidad Politécnica de Madrid</a>, 28006 Madrid, Spain and Grupo Interdisciplinar de Sistemas Complejos (<a href="https://ror.org/03ths8210">GISC</a>), 28911 Leganés, Madrid, Spain.
Physical review. E
|November 20, 2024
概括
自由行,即个人在不为公共产品做出贡献的情况下获益,是使用贝叶斯推理建模的. 该模型解释了中等群体的行为,但表明较大的群体倾向于模仿而不是优化合作.
科学领域:
- 行为经济学是一种行为经济学.
- 游戏理论 游戏理论
- 计算社会科学 计算社会科学
背景情况:
- 自由骑行是一种常见的集体行动问题,个人利用共享资源.
- 了解合作背后的机制和对公共产品的贡献至关重要.
- 现有的模型往往难以捕捉大规模社会困境中人类行为的细微差别.
研究的目的:
- 开发一个贝叶斯推理模型来理解参与者在公共产品游戏中的行为.
- 研究个人捐赠决策如何与群体捐赠模式保持一致.
- 在不同规模的群体中识别公共产品供应中的行为驱动因素.
主要方法:
- 开发了一种贝叶斯推理模型,模拟公共产品游戏中的个人决策.
- 在模型的前提中包含关于群体捐赠分配的信息.
- 对来自100个和1000个个体的实验数据验证了模型.
主要成果:
- 该模型成功地复制了在中型团体 (100人) 中观察到的行为模式.
- 该模型未能准确地复制较大群体 (1000人) 的行为.
- 结果表明,在更大的群体中,人们转向模仿和融合行为,而不是利优化.
结论:
- 人类在公共产品场景中的合作可能更多地依赖于社会影响和模仿,而不是纯粹的理性优化,特别是在大群体中.
- 与群体行为保持一致,成为实现合作的关键因素.
- 这些发现提供了关于合作机制在社会和经济环境中的可扩展性的见解.
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