Buchler Norbou, Fitzhugh Sean M, Marusich Laura R, Ungvarsky Diane M, Lebiere Christian, Gonzalez Cleotilde
U.S. Army Research Laboratory Aberdeen Proving Ground, MD, USA.
Department of Social and Decision Sciences, Carnegie Mellon University Pittsburgh, PA, USA.
Front Psychol. 2016 Jun 22;7:937. doi: 10.3389/fpsyg.2016.00937. eCollection 2016.
A common assumption in organizations is that information sharing improves situation awareness and ultimately organizational effectiveness. The sheer volume and rapid pace of information and communications received and readily accessible through computer networks, however, can overwhelm individuals, resulting in data overload from a combination of diverse data sources, multiple data formats, and large data volumes. The current conceptual framework of network enabled operations (NEO) posits that robust networking and information sharing act as a positive feedback loop resulting in greater situation awareness and mission effectiveness in military operations (Alberts and Garstka, 2004). We test this assumption in a large-scale, 2-week military training exercise. We conducted a social network analysis of email communications among the multi-echelon Mission Command staff (one Division and two sub-ordinate Brigades) and assessed the situational awareness of every individual. Results from our exponential random graph models challenge the aforementioned assumption, as increased email output was associated with lower individual situation awareness. It emerged that higher situation awareness was associated with a lower probability of out-ties, so that broadly sending many messages decreased the likelihood of attaining situation awareness. This challenges the hypothesis that increased information sharing improves situation awareness, at least for those doing the bulk of the sharing. In addition, we observed two trends that reflect a compartmentalizing of networked information sharing as email links were more commonly formed among members of the command staff with both similar functions and levels of situation awareness, than between two individuals with dissimilar functions and levels of situation awareness; both those findings can be interpreted to reflect effects of homophily. Our results have major implications that challenge the current conceptual framework of NEO. In addition, the information sharing network was largely imbalanced and dominated by a few key individuals so that most individuals in the network have very few email connections, but a small number of individuals have very many connections. These results highlight several major growing pains for networked organizations and military organizations in particular.
组织中的一个常见假设是,信息共享能提高态势感知能力,并最终提升组织效能。然而,通过计算机网络接收并易于获取的信息和通信的庞大数量与快速节奏,可能会使个人应接不暇,导致来自各种不同数据源、多种数据格式和大量数据的组合造成数据过载。当前的网络赋能作战(NEO)概念框架假定,强大的网络连接和信息共享起着正反馈回路的作用,从而在军事行动中带来更高的态势感知能力和任务效能(艾伯茨和加斯特卡,2004年)。我们在一次为期两周的大规模军事训练演习中对这一假设进行了检验。我们对多级任务指挥人员(一个师和两个下属旅)之间的电子邮件通信进行了社会网络分析,并评估了每个人的态势感知能力。我们的指数随机图模型结果对上述假设提出了挑战,因为电子邮件输出的增加与个人态势感知能力的降低相关。结果表明,更高的态势感知能力与向外联系的较低概率相关,因此广泛发送大量消息会降低获得态势感知能力的可能性。这对信息共享增加能提高态势感知能力这一假设提出了挑战,至少对于那些大量进行共享的人来说是如此。此外,我们观察到两个趋势,这反映了网络信息共享的一种分化,因为指挥人员中具有相似职能和态势感知水平的成员之间比具有不同职能和态势感知水平的两个人之间更常形成电子邮件链接;这两个发现都可以解释为反映了同质性的影响。我们的结果具有重大意义,对当前NEO的概念框架提出了挑战。此外,信息共享网络在很大程度上是不平衡的,由少数关键人物主导,因此网络中的大多数人电子邮件连接很少,但少数人却有很多连接。这些结果凸显了网络组织尤其是军事组织面临的几个主要发展难题。