Political Science Department, University of California, San Diego, La Jolla, CA 92103, USA.
Proc Natl Acad Sci U S A. 2010 Mar 23;107(12):5334-8. doi: 10.1073/pnas.0913149107. Epub 2010 Mar 8.
Theoretical models suggest that social networks influence the evolution of cooperation, but to date there have been few experimental studies. Observational data suggest that a wide variety of behaviors may spread in human social networks, but subjects in such studies can choose to befriend people with similar behaviors, posing difficulty for causal inference. Here, we exploit a seminal set of laboratory experiments that originally showed that voluntary costly punishment can help sustain cooperation. In these experiments, subjects were randomly assigned to a sequence of different groups to play a series of single-shot public goods games with strangers; this feature allowed us to draw networks of interactions to explore how cooperative and uncooperative behaviors spread from person to person to person. We show that, in both an ordinary public goods game and in a public goods game with punishment, focal individuals are influenced by fellow group members' contribution behavior in future interactions with other individuals who were not a party to the initial interaction. Furthermore, this influence persists for multiple periods and spreads up to three degrees of separation (from person to person to person to person). The results suggest that each additional contribution a subject makes to the public good in the first period is tripled over the course of the experiment by other subjects who are directly or indirectly influenced to contribute more as a consequence. These results show experimentally that cooperative behavior cascades in human social networks.
理论模型表明,社交网络会影响合作的演变,但迄今为止,此类的实验研究很少。观察性数据表明,人类社交网络中可能会传播各种各样的行为,但在这些研究中,主体可以选择与具有相似行为的人交朋友,这对因果推理构成了困难。在这里,我们利用了一系列开创性的实验室实验,这些实验最初表明自愿的高成本惩罚可以帮助维持合作。在这些实验中,主体被随机分配到一系列不同的小组中,与陌生人玩一系列单次的公共物品游戏;这一特征使我们能够绘制互动网络,以探索合作和不合作的行为如何从一个人传播到另一个人,再传播到另一个人。我们表明,在普通的公共物品游戏和带有惩罚的公共物品游戏中,焦点个体在与最初互动中没有参与的其他个体的未来互动中受到同组成员贡献行为的影响。此外,这种影响会持续多个时期,并传播到三个分离程度(从一个人到另一个人到另一个人到另一个人)。结果表明,主体在第一期对公共物品的每额外贡献都会在实验过程中被其他主体翻三倍,这些主体会因为受到影响而直接或间接地贡献更多。这些结果实验表明,合作行为在人类社交网络中呈级联式传播。