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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.

This study aims to examine how daily communication and transactive memory systems (TMSs) promote implicit team coordination, meaning when team members cooperate smoothly without engaging in explicit communication, in organizations. In TMSs, members share knowledge of who-knows-what with one another.

A survey was conducted with 216 teams consisting of 1,545 people in three organizations. The relationships among daily communication, TMSs and implicit coordination in the survey data and in team performance were analyzed using multi-level structural equation modeling.

Results confirmed a significant influence process model in which “daily communication → TMS → implicit coordination → team performance” at the team level. Therefore, as hypothesized, implicit coordination is positively related to team performance and daily communication has a positive relationship with implicit coordination through mediation by TMSs.

This study demonstrated the evidence of the relation between implicit coordination, TMS, team performance in organizational settings by using multi-level structural equation modeling.

The purpose of this paper is to deepen the understanding of adaptive governance, which is advocated for as a manner to deal with dramatic changes in society and/or environment. To re-think the possible contributions of organizations and organization theory, to adaptive governance.

Based on social systems theory this study makes a distinction between “governance organizations” and “governance communities.” Organizations are conceptualized as the decision machines which organize and (co-)steer governance. Communities are seen as the social environments against which the governance system orients its operations. This study considers the adaptive mechanisms of organizations and reflect on the roles of organizations to enhance adaptive governance in communities and societies.

Diverse types of organizations can link or couple in different ways to communities in their social environment. Such links can enhance the coordinative capacity of the governance system and can also spur innovation to enable adaptation. Yet, linking with communities can also slow down responses to change and complexify the processes of deliberation in governance. Not all adaptive mechanisms available to organizations can be used in communicating with communities or can be institutionalized, but the continuous innovation in the field of organizations can inspire continuous testing of small-scale adaptive mechanisms at higher levels. Society can thus enhance its adaptive capacity by managing the role of organizations.

The harnessing of insights in organization theory and systems theory for improving understanding of adaptive governance. The finding that both experiment and coordination at societal level are needed, toward adaptive governance, and that organizations can contribute to both.

This study aims to investigate the optimization of coordination mechanisms in humanitarian action and focuses on the challenges posed by the COVID-19 pandemic.

Conducted as a case study in collaboration with an international humanitarian organization, this research examines the components and associated coordination mechanisms of humanitarian action phases.

The analysis reveals the complexities of managing humanitarian crises, emphasizing the need for adaptive coordination strategies. Four key crisis response coordination mechanisms are explored – structural configuration, outcome standardization, process standardization and mutual adjustment. The study particularly assesses the emergency-development phase.

This study is limited to a single humanitarian organization and the COVID-19 context. Future research could explore additional case studies and broader contexts to enhance understanding of coordination mechanisms in humanitarian crises.

This research has practical implications for humanitarian organizations, policymakers and practitioners involved in crisis response. Enhancing coordination mechanisms and strategies can improve the efficacy of response efforts and facilitate navigation of the complexities of humanitarian crises.

Effective coordination is crucial in mitigating the impact of humanitarian crises and promoting social resilience. By optimizing coordination mechanisms, this research contributes to building more adaptive societies in the face of global challenges.

This study innovatively applies the activities-resources-actors (ARA) model to the humanitarian context and concentrates on the response to COVID-19 of one international humanitarian organization. By adapting the ARA model to a real-world scenario, this research provides insights into optimizing coordination mechanisms in crisis management.

Expectations play a crucial role in finance, macroeconomics, monetary economics, and fiscal policy. In the last decade a rapidly increasing number of laboratory experiments have been performed to study individual expectation formation, the interactions of individual forecasting rules, and the aggregate macro behavior they co-create. The aim of this article is to provide a comprehensive literature survey on laboratory experiments on expectations in macroeconomics and finance. In particular, we discuss the extent to which expectations are rational or may be described by simple forecasting heuristics, at the individual as well as the aggregate level.

To coordinate humanitarian organisations with different mandates that flock the scenes of disasters to save lives and respond to varied needs arising from the increased number of victims is not easy. Therefore, the level at which organisations self-organise, network and adapt to the dynamic operational environment may be related to inter-organisational coordination. The authors studied self-organisation, organisational networks and adaptability as important and often overlooked organisational factors hypothesised to be related to inter-organisational coordination in the context of humanitarian organisations.

The study’s sample consisted of 101 humanitarian organisations with 315 respondents. To decrease the problem of common method variance, the authors split the samples within each humanitarian organisation into two subsamples: one subsample was used for the measurement of self-organisation, organisational network and adaptability, while the other was for the measurement of inter-organisational coordination.

The partial least square structural equation modelling (PLS-SEM) analysis using SmartPLS 3.2.8 indicated that self-organisation is related to inter-organisational coordination. Organisational network and adaptability were found to be mediators for the relationship between self-organisation and inter-organisational coordination and all combined accounted for 57.8% variance in inter-organisational coordination.

The study was cross sectional, hence imposing a limitation on changes in perceptions over time. Perhaps, a longitudinal study in future is desirable. Data were collected only from humanitarian organisations that had delivered relief to refugees in the stated camps by 2018. Above all, this study considered self-organisation, adaptability and organisational networks in the explanation of inter-organisational coordination, although there are other factors that could still be explored.

A potential implication is that humanitarian organisations which need to coordinate with others in emergency situations may need to examine their ability to self-organise, network and adapt.

Social transformation is a function of active social entities that cannot work in isolation. Hence, for each to be able to make a contribution to meaningful social change, there is need to develop organisational networks with sister organisations so as to secure rare resources that facilitate change efforts coupled with the ability to reorganise themselves and adapt to changing environmental circumstances.

The paper examines (1) the extent to which self-organisation, adaptability and organisational networks influence inter-organisational coordination; (2) the mediating role of both adaptability and organisational networks between self-organisation and inter-organisational coordination in the context of humanitarian organisations against the backdrop of complex adaptive system (CAS) theory.

As operational environments become increasingly fluid, organizations are turning to teams as a proven performance arrangement to structure complex work. Teams are ubiquitous in modern organizations because they can be used to create synergies, streamline workflow, deliver innovative services, satisfy incumbent needs, maximize the benefits of technology connecting distributed employees, and seize market opportunities in a global village. Teams are also increasingly used because coordinating the “…activities of individuals in large organizations is like building a sand castle using single grains of sand” (West, Borrill, & Unsworth, 1998, p. 6).

To address how organizations should be malleable, the purpose herein is to draw on complementarity theory to examine the interaction effect of customer integration (i.e. coordination) and shared relationship governance (i.e. cooperation) on supply chain adaptability and firm's performance.

A survey research design is adopted to collect primary data from 177 automotive components suppliers. After assessing the measures' psychometric properties, the hypothesized relationships are evaluated using hierarchical regression analysis supplemented by structural equation modeling and complementarity test.

In the context of industrial markets, and specifically the automotive component industry, a complementary interaction effect is found between coordination and cooperation. The complementary impact was significant in affecting the supply chain adaptability and the firm's performance. Our results refine the existing supply chain integration by highlighting the complementary effect of coordination and cooperation.

Understanding the true interaction effect between cooperation and coordination to develop supply chain integration avoids decision-makers' misperception over or underinvesting in activities. This research also provides key insights on the complementary effect of coordination and cooperation to establish structural flexibility in the supply chain and the ability to respond to the disruptions, such as the COVID-19 pandemic.

Understanding the true interaction effect between cooperation and coordination to develop supply chain integration avoids decision-makers' misperception over or underinvesting in activities. The implications for theory and practice are also presented.

Despite air travel having become a widely used means of transportation, the technological sophistication and human skill required for flying an aircraft remains a source of fascination and admiration. Aviation has been coined an ultra-safe system, coping with the duality of safety and efficiency by emphasizing expertise and learning, but also standardization and automation. Highly selected and continuously trained pilots have to work with increasingly complex and autonomous technology, which creates tensions between routinization and responsible action. Research on leadership and coordination in aircrews is reviewed in light of these tensions, pointing to the benefits of a functional approach to leadership which promotes optimal use of all resources in the team toward adaptive coordination. Furthermore, the leadership requirements arising from the fact that aircrews are ad hoc teams, usually only formed for a few flights, are discussed in terms of fast team-building coupled with the reliance on shared knowledge stemming from high levels of standardization. Due to the complex demands for leadership in aircrews, special training programs were developed early on, which have become a standard that many other high-risk industries are still striving for. The generalizability and need for further development of concepts embedded in successfully leading aircrews is scrutinized, focusing especially on leadership in ad hoc teams, the interplay of standardization and leadership, and the balance between shared and formal leadership.

Social networking sites (SNS) follow the same diffusion pattern and are subject to the same phenomena as other technologies (e.g. QWERTY keyboard, Microsoft Office and VHS) that were subject to increasing returns. Since they may lock-in users, increasing returns significantly alter the way a technology is used and should be managed. The purpose of this paper is thus to verify if SNS are subject to increasing returns and, if so, to better understand their impacts in this context.

A research model that combines path dependency theory (PDT) tenets with the push-pull-mooring (PPM) model of information technology (IT) switching was developed and tested with data collected from 416 SNS users via a field survey. Participants were voluntary students at a North American university enrolled in a compulsory undergraduate course in business administration. Partial least square analysis structural equation modeling (PLS-SEM) was used to validate our research model and test our hypotheses.

Results show that SNS are subject to three forms of increasing returns: those stemming from device complementarity, learning and adaptive expectations. In addition, the findings show that increasing returns stemming from SNS use have the potential to lock-in SNS users by increasing their switching costs.

SNS users should be careful when using an SNS since such use can create a path that is self-reinforced and that can lock them due to the increasing returns it yields. SNS vendors/providers need to learn how to manage increasing returns if they want to foster continued use of their SNS and/or poach users from their competitors. Lastly, SNS regulators should revise or put in place new governance mechanisms since increasing returns, when properly leveraged, may undermine fair competition by allowing companies to lock-in users and lock-out competitors.

This study contributes to IS research by: (1) empirically demonstrating that increasing returns are present in the context of SNS use, (2) identifying increasing returns as key antecedents of user switching costs, (3) validating a theoretical framework that allows for the appraisal of PDT tenets in a variance model and (4) instantiating PDT tenets at the individual level.