Wang Jing, Madnick Stuart, Li Xitong, Alstott Jeff, Velu Chander
Management Science and Engineering, Harbin Institute of Technology, Harbin, China.
Sloan School of Management and School of Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts, United States of America.
PLoS One. 2015 Sep 30;10(9):e0134811. doi: 10.1371/journal.pone.0134811. eCollection 2015.
Social mobilization is a process that enlists a large number of people to achieve a goal within a limited time, especially through the use of social media. There is increasing interest in understanding the factors that affect the speed of social mobilization. Based on the Langley Knights competition data set, we analyzed the differences in mobilization speed between users of Facebook and e-mail. We include other factors that may influence mobilization speed (gender, age, timing, and homophily of information source) in our model as control variables in order to isolate the effect of such factors. We show that, in this experiment, although more people used e-mail to recruit, the mobilization speed of Facebook users was faster than that of those that used e-mail. We were also able to measure and show that the mobilization speed for Facebook users was on average seven times faster compared to e-mail before controlling for other factors. After controlling for other factors, we show that Facebook users were 1.84 times more likely to register compared to e-mail users in the next period if they have not done so at any point in time. This finding could provide useful insights for future social mobilization efforts.
社会动员是一个促使大量人员在有限时间内实现目标的过程,尤其是通过社交媒体来实现。人们越来越关注影响社会动员速度的因素。基于兰利骑士竞赛数据集,我们分析了脸书用户和电子邮件用户在动员速度上的差异。我们在模型中纳入了其他可能影响动员速度的因素(性别、年龄、时间以及信息源的同质性)作为控制变量,以便分离这些因素的影响。我们发现,在这个实验中,尽管更多人使用电子邮件进行招募,但脸书用户的动员速度比使用电子邮件的用户更快。在控制其他因素之前,我们还能够测量并表明,脸书用户的动员速度平均比电子邮件快七倍。在控制其他因素之后,我们发现,如果脸书用户在之前任何时间都未注册,那么在下一阶段,他们注册的可能性是电子邮件用户的1.84倍。这一发现可为未来的社会动员工作提供有益的见解。