Search results

Unobtrusive measurement methodologies are critical to implementing intelligent tutoring systems (ITS) for teams. Such methodologies allow for continuous measurement of team states and processes while avoiding disruption of mission or training performance, and do not rely on post hoc feedback (including for the aggregation of data into measures or to develop insights from these real-time metrics). This chapter summarizes advances in unobtrusive measurement developed within Army research programs to illustrate the variety and potential that unobtrusive measurement approaches can provide for building ITS for teams. Challenges regarding the real-time aggregation of data and applications to current and future ITS for teams are also discussed.

Purpose – We outline how research on groups in disrupted environments can advance research on group processes.

Design/Methodology/Approach – We review studies of groups in disrupted environments, drawing mostly on military research to generate understanding of intra- and intergroup dynamics. We also identify new technologies and methods to improve measurement and modeling of groups.

Findings – When consolidated, the research documenting challenges groups operating in disrupted environments face suggests the importance of considering them as a unique set of circumstances for groups. It also identifies methods for objectively measuring and modeling groups in these environments.

Practical Implications – This chapter will help practitioners determine factors pertinent to groups working in disrupted environments, identify group processes that generate success and those that undermine group effectiveness, and point to emerging technologies to better measure and model group processes in disrupted environments.

Social Implications – Group processes affect both individuals and societies. In the context of the disrupted environments, group performance translates to enormous consequences for individuals, as well as national security and humanitarian implications.

Originality/Value of the Chapter – This chapter uniquely consolidates the vast amount of research on groups operating in disrupted environments and also is innovative in emphasizing the disrupted context as a generalizable situation that elucidates key dimensions of group processes and performance in disrupted environments.

Although existing research on cohesion provides a robust understanding of the emergent phenomenon in small groups and teams, our comprehension of cohesion at the multisystem (MTS) level is quite limited. The simultaneous within- and between-team functioning inherent in MTSs produces more intricate dynamics than those observed at the team level. This added layer of complexity requires that many familiar team constructs, including cohesion, be systematically re-conceptualized and empirically examined through the lens of MTS theory (DeChurch & Zaccaro, 2010; Hackman, 2003). The present research addresses this gap by extending the conceptualization of team cohesion to the interteam level, and empirically investigating how cohesion functions across levels in a collective network of teams. Results from preliminary research suggest that intrateam and interteam cohesion share a curvilinear relationship with one another, while simultaneously interacting to affect overall system-level outcomes. This research not only illuminates the complexities associated with emergent phenomena in MTSs, but also serves as a starting point for continued, systematic research of the multilevel cohesive bonds that characterize MTS functioning.

In this chapter, we raise awareness of the larger network in which multiteam systems (MTSs) are situated. We posit that in the complex operations conducted by military units, MTSs are not isolated entities, but rather exist in exponentially complex systems that include additional challenges for both research and practice.

An operational example involving an Army Brigade Combat Team Headquarters is presented to explain the details of the exponentially complex MTSs inherent in military operations, raise awareness about challenges that plague successful mission accomplishment, and discuss the way forward for research and practice.

The Army Brigade Combat Team Headquarters is characterized as a traditional MTS, embedded in a system of hierarchical MTSs, further embedded within a parallel structure of MTSs. Challenges inherent in these organizational structures provide direction for research and practice to address the exponentially complex meta-systems that are prevalent throughout the military.

While researchers have begun to address teams existing in larger networks, or MTSs (Mathieu, Marks, & Zaccaro, 2001), much of the existing research is based on small or isolated systems. As a result, our understanding of the meta-systems in which many of these MTSs exist is limited. This chapter provides concrete examples of an exponentially complex MTS within a military environment and highlights challenges to be addressed in both research and practice.