García-Gavilanes Ruth, Tsvetkova Milena, Yasseri Taha
Oxford Internet Institute , University of Oxford , Oxford, UK.
R Soc Open Sci. 2016 Oct 12;3(10):160460. doi: 10.1098/rsos.160460. eCollection 2016 Oct.
The Internet not only has changed the dynamics of our collective attention but also through the transactional log of online activities, provides us with the opportunity to study attention dynamics at scale. In this paper, we particularly study attention to aircraft incidents and accidents using Wikipedia transactional data in two different language editions, English and Spanish. We study both the editorial activities on and the viewership of the articles about airline crashes. We analyse how the level of attention is influenced by different parameters such as number of deaths, airline region, and event locale and date. We find evidence that the attention given by Wikipedia editors to pre-Wikipedia aircraft incidents and accidents depends on the region of the airline for both English and Spanish editions. North American airline companies receive more prompt coverage in English Wikipedia. We also observe that the attention given by Wikipedia visitors is influenced by the airline region but only for events with a high number of deaths. Finally we show that the rate and time span of the decay of attention is independent of the number of deaths and a fast decay within about a week seems to be universal. We discuss the implications of these findings in the context of attention bias.
互联网不仅改变了我们集体注意力的动态变化,还通过在线活动的交易日志,为我们提供了大规模研究注意力动态变化的机会。在本文中,我们特别利用维基百科英文和西班牙文两个不同语言版本的交易数据,研究对飞机事故和意外事件的关注情况。我们研究了关于航空事故文章的编辑活动和浏览量。我们分析了注意力水平是如何受到不同参数的影响,如死亡人数、航空公司所在地区以及事件发生地点和日期。我们发现,对于英文和西班牙文版本,维基百科编辑对维基百科之前的飞机事故和意外事件的关注取决于航空公司所在地区。北美航空公司在英文维基百科上得到了更及时的报道。我们还观察到,维基百科访问者的关注受到航空公司所在地区的影响,但仅针对死亡人数众多的事件。最后,我们表明注意力衰减的速率和时间跨度与死亡人数无关,并且在大约一周内迅速衰减似乎是普遍现象。我们在注意力偏差的背景下讨论了这些发现的意义。