Carolina Population Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599-3305, USA.
Department of Economics, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599-3305, USA.
Demography. 2020 Jun;57(3):873-898. doi: 10.1007/s13524-020-00884-6.
This study uses data gathered for an evaluation of a Bill & Melinda Gates Foundation-funded initiative designed to increase modern contraceptive use in select urban areas of Nigeria. When the initiative was conceived, the hope was that any positive momentum in the cities would diffuse to surrounding areas. Using a variety of statistical methods, we study three aspects of diffusion and their effects on modern contraceptive use: spread through mass communications, social learning, and social influence. Using a dynamic causal model, we find strong evidence of social multiplier effects through social learning. The results for social influence and spread through mass communications are promising, but we are unable to identify definitive causal impacts.
本研究使用了为评估比尔及梅琳达·盖茨基金会资助的一项倡议而收集的数据,该倡议旨在增加尼日利亚选定城市地区现代避孕方法的使用。在倡议构思时,人们希望城市中的任何积极势头都会扩散到周边地区。我们使用了各种统计方法,研究了扩散的三个方面及其对现代避孕方法使用的影响:大众传播的传播、社会学习和社会影响。使用动态因果模型,我们发现社会学习的社会乘数效应有很强的证据。社会影响和大众传播传播的结果很有希望,但我们无法确定明确的因果影响。