Joan H. Johnston, C. Shawn Burke, Laura A. Milham, William M. Ross and Eduardo Salas
A key challenge for cost-effective Intelligent Tutoring Systems (ITSs) is the ability to create generalizable domain, learner, and pedagogical models so they can be re-used many…
Abstract
A key challenge for cost-effective Intelligent Tutoring Systems (ITSs) is the ability to create generalizable domain, learner, and pedagogical models so they can be re-used many times over. Investment in this technology will be needed to succeed in developing ITSs for team training. The purpose of this chapter is to propose an instructional framework for guiding team ITS researchers in their development of these models for reuse. We establish a foundation for the framework with three propositions. First, we propose that understanding how teams develop is needed to establish a science-based foundation for modeling. Toward this end, we conduct a detailed exploration of the Kozlowski, Watola, Jensen, Kim, and Botero (2009) theory of team development and leadership, and describe a use case example to demonstrate how team training was developed for a specific stage in their model. Next, we propose that understanding measures of learning and performance will inform learner modeling requirements for each stage of team development. We describe measures developed for the use case and how they were used to understand teamwork skill development. We then discuss effective team training strategies and explain how they were implemented in the use case to understand their implications for pedagogical modeling. From this exploration, we describe a generic instructional framework recommending effective training strategies for each stage of team development. To inform the development of reusable models, we recommend selecting different team task domains and varying team size to begin researching commonalities and differences in the instructional framework.
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Audrey M. Dentith and Nancy V. Winfrey
This chapter provides a theoretical framework that links ecojustice education to concepts of eco-intelligence and collective social intelligence. This theoretical framework…
Abstract
This chapter provides a theoretical framework that links ecojustice education to concepts of eco-intelligence and collective social intelligence. This theoretical framework informs the creation of innovative university academies that highlight sustainability and the revitalization of the cultural commons. The culture commons or those intergenerational face-to-face practices are evident in all communities worldwide. These practices include craft knowledge, the knowledge of growing, cultivating and preparing food, medicinal practices, and other forms of knowledge that are largely non-monetized and do not contribute to environmental degradation. Academies are sustained multiday events that incorporate the knowledge and work of activists, community members, faculty, and students who come together for the purpose of providing a platform for the discussion and resolution of critical environmental issues. Two examples are provided and details about the construction and execution of these events are provided.
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Allen Shorey, Lauren H. Moran, Christopher W. Wiese and C. Shawn Burke
Over the past two decades, the study of team resilience has evolved from focusing primarily on team performance to recognizing its importance in various aspects of team…
Abstract
Over the past two decades, the study of team resilience has evolved from focusing primarily on team performance to recognizing its importance in various aspects of team functioning, including psychological health, teamwork, and overall Well-Being. This evolution underscores the need for a broader, more inclusive understanding of team resilience, advocating for a shift from a narrow performance-centric view to a holistic perspective that encompasses the multifaceted impact of resilience on teams.
In advocating for this holistic perspective, this chapter reviews the extant literature, highlighting that resilience is not merely about sustaining performance but also about fostering a supportive, adaptive, and psychologically safe environment for team members. Significant areas for further exploration, including the nuanced nature of adversities teams face, the processes underpinning resilient behaviors, and the broad spectrum of outcomes resilience can influence beyond task performance are also discussed.
The chapter serves as a call to action for a more inclusive examination of how resilience manifests and benefits teams in organizational settings. The proposed shift in perspective aims to deepen understanding of team resilience, promoting strategies for building resilient teams that thrive not only in performance but in all aspects of their functioning.
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Deanna M. Kennedy and M. Travis Maynard
On the path to accomplishing task work, teams may face disruptive events like budget issues, equipment failures, and membership change that trigger adaptation. While recently…
Abstract
Purpose
On the path to accomplishing task work, teams may face disruptive events like budget issues, equipment failures, and membership change that trigger adaptation. While recently researchers have clarified the team adaptation nomological network, our objective is to extend theory by providing a roadmap about various ways in which temporal considerations may complicate the impact of adaptation triggers on team adaptation and in turn adaptive outcomes.
Methodology/approach
We present three adaptation temporal considerations (i.e., timing, duration, and frequency) that may change the way team adaptation unfolds in response to a given adaptation trigger. We further explore and offer propositions about how the impact of adaptation timing, adaptation duration, and adaptation frequency differ by the type of adaptation trigger (i.e., task-based or team-based) experienced by the team.
Research implications
By examining adaptation to task-based or team-based triggers from a temporal perspective researchers may better explain why the timing of when the team adapts across its lifecycle (adaptation timing), how long the team takes to adapt (adaptation duration), and the recurrent need to adapt (adaptation frequency) is more or less likely to lead to positive adaptive performance outcomes.
Practical implications
Organizations may benefit from setting up teams for success by helping members understand that there are inherent differences in the adaptation triggers they face including temporal expectations. Organizations may see value in providing initial and on-going support to teams so they are better able to adapt when needed and mitigate negative effects due to adaptation timing, adaptation duration, and adaption frequency.
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Olivia B. Newton, Travis J. Wiltshire and Stephen M. Fiore
Team cognition research continues to evolve as the need for understanding and improving complex problem solving itself grows. Complex problem solving requires members to engage in…
Abstract
Team cognition research continues to evolve as the need for understanding and improving complex problem solving itself grows. Complex problem solving requires members to engage in a number of complicated collaborative processes to generate solutions. This chapter illustrates how the Macrocognition in Teams model, developed to guide research on these processes, can be utilized to propose how intelligent tutoring systems (ITSs) could be developed to train collaborative problem solving. Metacognitive prompting, based upon macrocognitive processes, was offered as an intervention to scaffold learning these complex processes. Our objective is to provide a theoretically grounded approach for linking intelligent tutoring research and development with team cognition. In this way, team members are more likely to learn how to identify and integrate relevant knowledge, as well as plan, monitor, and reflect on their problem-solving performance as it evolves. We argue that ITSs that utilize metacognitive prompting that promotes team planning during the preparation stage, team knowledge building during the execution stage, and team reflexivity and team knowledge sharing interventions during the reflection stage can improve collaborative problem solving.
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C. Shawn Burke and Ryan Howell
The use of teams is ubiquitous in organizations, yet teams are not always effective. Much work has been conducted to understand those factors that facilitate effective team…
Abstract
The use of teams is ubiquitous in organizations, yet teams are not always effective. Much work has been conducted to understand those factors that facilitate effective team training. While much has been learned, there is no escaping the fact that team training is a complex, resource intensive endeavor. Recent advancements in the area of intelligent tutoring may provide a way forward as one method by which to reduce some of the ongoing resource requirements involved in team training. The current chapter relies on the science of team training to describe a tool, team task analysis, that should be considered in building ITSs that move beyond the training of individual tasks to those which are team-based. In that vein, an overview of team task analysis is provided, how it differs from individual task analysis, and what it may contribute to the design of ITS for teams. In doing so, we put forth five considerations that are somewhat unique as compared with traditional task analysis as well as some corresponding guidance from the literature in light of these considerations. It is our hope that this information will not only be useful to those building team-based ITSs, but spur future thought.
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Roni Reiter-Palmon, Salvatore Leone, Vignesh Murugavel and Joseph A. Allen
Debriefs are a type of workplace meeting that often use after events and critical incidents. Debriefs are used to review performance, promote shared learning and understanding…
Abstract
Debriefs are a type of workplace meeting that often use after events and critical incidents. Debriefs are used to review performance, promote shared learning and understanding, and improve future team performance. Similarly, reflexivity refers to the extent to which team members reflect upon and openly discuss group processes, procedures, and actions to improve future team performance. In this chapter, the authors review the separate literatures and explore the relationship between debriefs and reflexivity. While the debrief literature does focus on aspects of reflection, what occurs between the aspects of reflection, planning, and action is left unexplored. The concept of reflexivity fits well with the successful use of debriefs, as reflexivity ensures that reflection results in outcomes and moves beyond just an overview or discussion during debriefing. Additionally, important constructs such as psychological safety and sensemaking are relevant to both debriefs and reflexivity such that open and honest discussion as well as developing shared understanding are necessary for effective debriefing and reflection. Using the constructs of psychological safety and sensemaking, the authors propose a model that situates both reflexivity and effective debriefs in the context of team learning. This model integrates team reflexivity with team debriefs, provides a better understanding of how teams can carry out more effective debriefs, and explains how more effective debriefing and greater team reflexivity lead to enhanced learning and improvement in team performance.
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The growing use of teams to accomplish work in libraries has brought qualitative changes to the nature of work and leadership in library organizations. Collaborative work in…
Abstract
The growing use of teams to accomplish work in libraries has brought qualitative changes to the nature of work and leadership in library organizations. Collaborative work in team-based organizations and the rise of distributed leadership require different skills from traditional, hierarchically structured workplaces. The literature on team skills provides insight and direction for library human resources management practices. Growing research on emotional intelligence in the workplace also provides new guidance for selection and personnel practices. The literature in these areas can help library organizations more effectively select those who have the attributes needed to be successful in this new environment. It can also help library organizations shape training and developmental opportunities to enhance these critically needed skills.
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Karen Landay and Rachel E. Frieder
Stress and the military go hand-in-hand, particularly in combat environments. While some personality traits or types weaken relationships between stress and performance, others…
Abstract
Stress and the military go hand-in-hand, particularly in combat environments. While some personality traits or types weaken relationships between stress and performance, others, such as psychopathy, may strengthen them. In the present chapter, we consider the ramifications of individuals with high levels of psychopathy or psychopathic tendencies in the military with regard to both their own stress and performance and that of those around them. We discuss different reactions to psychological and physical stress, as well as the implications of psychopathic tendencies as they relate to current military issues, including gender, leadership, teamwork, turnover, post-traumatic stress disorder, and suicide. By juxtaposing relevant research findings on stress and psychopathy, we conclude that psychopathic tendencies should have neither uniformly negative nor positive effects on stress and performance in the military. Rather, effects on such individuals and the peripheral others with whom they interact will likely vary greatly depending on numerous factors.