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The purpose of this chapter was to describe the development of an early childhood learning network and to understand that development through the lens of complexity theory and trans-organization development. It explores the unfolding dynamics and emerging meaning that became central to facilitating the design, development, and implementation of the complex multi-stakeholder network.

The chapter identifies 12 implications from complexity theory for practitioners of trans-organization development, and then applies those implications to the process and understanding of development stages of an NP’s early childhood education network.

The use of complexity theory as a framework allowed for identifying five key observations and conclusions, in particular the significant role that meaning-making dialogue holds as a driver of common understanding and engagement among stakeholders. Additionally, the use of building responsive processes, understanding contextual shift, impact of power as an attractor pattern, and capacity of flexibility and adaptability all become essential elements of complex network leadership.

The findings of this chapter will help trans-organization development practitioners and leaders alike. Both the implications and lessons learned will assist in building the capacity of leaders and practitioners as a means of improving effectiveness in dealing with emerging dynamics and leading in unknown contexts and complex contexts environments.

Construction projects operate within a risky environment. It materialises as delays, which must be prevented or mitigated to avoid becoming amplified into late completion. But previous research has largely ignored how structural complexity of the underlying network schedules shapes their resilience.

This research hypothesizes that schedule structure plays a vital role in its ability to absorb or propagate delays. The impact of activity-level local risk factors is represented via activity duration distributions, i.e. probability density functions. The impact of project-level global risk factors is more challenging because they arise via interactions between multiple activities.

Modelling resilience to local and global risk factors can employ a matrix approach. Simulation shows that delay amplification depends on local structure, not global complexity.

Criticality had merely relied upon a single deterministic analysis of a network schedule to categorize activities as having zero or nonzero float from fixed relative duration a dependency structure. Repeated probabilistic analysis with sampled durations gives criticality indices of activities. This research limits itself to network schedules with point-wise relations between activities.

Managers can use this knowledge to develop schedules that protect their expected project duration with a suitable structural complexity.

Contributions to the body of knowledge are as follows: It converts the dependency structure into a reachability matrix and adds a correlation matrix to capture how the predecessor performance may impact its successors. It correlates criticality of activities with structural complexity indices. And it ranks activities objectively by their cruciality, i.e. potential delay propagation.

This article discusses how certain sensibilities and techniques from a network perspective can facilitate different levels of thinking about symbolic interaction in mediated contexts. The concept of network implies emergent structures that shift along with the people whose connections construct these webs of significance. A network sensibility resonates with contemporary social media contexts in that it focuses less on discrete objects and more on the entanglements among elements that may create meaning. From a methodological stance, this involves greater sensitivity to movement and connection, both in the phenomenon and in the researcher’s relationship to this flow. The goal is to embody the perspective of moving with and through the data, rather than standing outside it as if it can be observed, captured, isolated, and scrutinized outside the flow. Rather than reducing the scope, the practice of moving through and analyzing various elements of networks generates more data, more directions, and more layers of meaning. We describe various ways a network sensibility might engender more creative and ethically grounded approaches to studying contemporary cultures of information flow.

Companies inevitably interact and entrench in complex organic systems of business relationships with other. These business networks are not objectively defined, instead they are shaped by the subjective perception of actors. This inherent subjectivity is associated with the notion of network pictures, that is, a research tool that researchers or managers can use to grasp practitioner theories. In this chapter, we discuss how the importance of identifying these theories results mainly from underlying principles of sense-making theory, as well as from the idea around performativity. Drawing on these theoretical groundings, this chapter has two objectives: to explore how practitioners actually perceive their business surroundings and to assess the extent of overlapping between (IMP Group) academic theories and practitioner theories. To achieve these objectives, the researchers use a dimensional network pictures model previously developed in the literature to analyze the network pictures of 49 top-level managers across 17 companies from two very distinct contexts or networks: a product-based network and a project-based network. Among other practices, findings illustrate how practitioners tend to simplify what is going on in their complex surroundings, to personalize their relationships with those surroundings, and to think in a stereotyped way. Moreover, the juxtaposition between the captured practitioner theories and academic (IMP Group) theories show that these are not always overlapping, and are in some cases quite the opposite. This research contributes to the ongoing discussion of the importance of grasping actors’ views of the world, arguing that sense-making theory and the notion of performativity are the two main conceptual drivers justifying the urgency in making those views more visible. This research also adds to the research on the impact and suitability of IMP Group theories on managerial thinking and practice. Finally, this research reinforces the current call for further practice-based research in business network contexts.

In this chapter, the authors focus on three challenges related to the attributes of the interactive business world and on the related implications for methodology. The first challenge is how to capture the continuity of business relationships, which implies: (1) Taking a two-sided (bilateral) view when researching business relationships, (2) collecting data on content and consequences of business relationships and (3) developing a research design to capture development over time. The second challenge is how to set boundaries and trace network-like structures, which implies: (1) identifying the relevant relationships that appear to affect each other in a network-like manner, (2) capturing interdependences among relationships (how they affect each other) and (3) researching forces generating network dynamics (how these interdependencies are established and change over time). The third challenge is how to observe and research interaction processes in business relationships, which leave little traces and are difficult to record. This requires the attention on (1) the choice of point(s) of observation, (2) the handling of the subjective understanding of interaction and (3) researching how interaction unfolds. The authors conclude with a discussion on the complexity of handling these challenges, and related methodological choices, when ‘research objects’ are interconnected.

Purpose – To present the connection between modern network theory and Hayek's ideas on the brain and spontaneous orders.

Methodology/approach – To show that Hayek's ideas on the brain, spontaneous order, and why socialism cannot work are confirmed by network and self-organization theory, and to use network and self-organization theory to bridge Hayek's theory of the mind to his work on spontaneous orders.

Findings – Spontaneous orders are scale-free networks, but humans evolved a preference for hierarchical networks, which are typical of tribes and firms – and socialism. However, hierarchies only work for teleological organizations, not for ateleological spontaneous orders like economies. Part of the human preference for human-organized networks comes from our “intentional stance,” which automatically sees patterns as evidence of an organizer.

Research limitations/implications – This work acts as an introduction to possible directions in spontaneous order research. New work in bridging evolutionary and cognitive psychology (which includes Hayek's work) with self-organization and network theory acts as a promising development for neuro-Hayekians.

Social implications – Understanding there is an evolutionary bias for certain kinds of networks, even though those are not appropriate for certain kinds of social orders, and understanding the nature of these networks should help us understand the true relationships among individuals, organizations, and spontaneous orders.

Originality/value of chapter – This work brings Hayek “up to date,” with network theory and self-organization, showing to what extent Hayek was talking about these concepts. Seeing the similarities and differences between hierarchical and scale-free networks helps one understand how they come about, and in what contexts.

This chapter describes and discusses how the notion of network pictures would contribute to the literature on management cognition. Network pictures, as conceptualized in business-to-business marketing, refer to managers’ sensemaking of the context and put focus on the interconnectivity among firms, along with managers’ subjective idea about what parties would be relevant for the firm. A systematic literature review on network pictures shows that network picture research focuses on how managers may have difficulties comprehending parties beyond present business partners, while the theoretical conceptualization emphasizes interdependences and prioritization and reprioritization among relevant parts of the limitless network. These latter ideas add to current research on managerial cognition. They do so through introducing a different notion of the context – or environment – and thereby raising the awareness of its complexity. Albeit the network picture literature focuses on how managers’ network pictures affect their strategizing in the network, the core idea entails how reactions and partners strategizing in parallel describe an ever-changing context but not the less important for any manager to comprehend.