基于网络的连通性与文化特征的扩散

Riccardo Turati
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引用次数: 2

摘要

本文从实证角度考察了网络连接对文化特征传播的影响。利用盖洛普世界民意调查(Gallup World Poll)对148个国家的个人连通性、观点和信仰的数据,我们发现,在国外有联系的当地人在社会行为、宗教信仰和性别平等态度方面的水平更高。由于变量的内生性质,即使在控制了广泛的连通性度量并执行倾向评分和协变量匹配技术之后,我们也通过显示稳健的估计,强烈地减轻了选择进入连通性的威胁。统计测试是仔细实施的,以量化未观察到的因素的选择威胁,这似乎可以忽略不计。我们的证据表明,连通性导致了地区间的文化趋同,同时也增加了地区内的文化异质性。通过探索这些效应产生的机制,我们提供的证据表明,在受教育程度较低的当地人中,这种效应是可以精确估计的,而且连通性通过汇款影响经济结果。我们根据连接的居住国估计了不同的文化影响,表明特定目的地的规范转移。总的来说,一旦基于估计系数进行模拟,对全球社会行为的影响是相当大的。尽管连通性对性别平等和亲宗教的影响很强大,当然也不容忽视,但这种影响是有限的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Network-based Connectedness and the Diffusion of Cultural Traits
This paper empirically investigates the impact of network-based connectedness on the diffusion of cultural traits. Using Gallup World Poll data on 148 countries on individual connectedness, opinions and beliefs, we find that natives who have a connection abroad are associated with higher levels of social behavior, religiosity and gender-egalitarian attitudes. Due to the endogenous nature of the variables, we strongly mitigate the threat of selection into connectedness by showing robust estimates even after controlling for broad measure of connectedness and performing propensity score and covariate matching techniques. Statistical tests are carefully implemented to quantify the selection threat of unobserved factors, which appears negligible. Our evidence shows that connectedness leads to cultural convergence across regions, while increases cultural heterogeneity within regions. Exploring the mechanisms by which these effects occur, we provide evidence that the effects are precisely estimated among less educated natives and that connectedness affects economic outcomes through remittances. We estimate differential cultural effects based on the connection’s country of residence, suggesting a destination-specific transfer of norms. Overall, the effects on social behavior are sizeable at the global level, once simulations based on estimated coefficients are performed. Although robust and certainly not negligible, gender-egalitarian and pro-religiosity effects of connectedness are limited.
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