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In recognising the key role of business intelligence and big data analytics in influencing companies’ decision-making processes, this paper aims to codify the main phases through which companies can approach, develop and manage big data analytics.

By adopting a research strategy based on case studies, this paper depicts the main phases and challenges that companies “live” through in approaching big data analytics as a way to support their decision-making processes. The analysis of case studies has been chosen as the main research method because it offers the possibility for different data sources to describe a phenomenon and subsequently to develop and test theories.

This paper provides a possible depiction of the main phases and challenges through which the approach(es) to big data analytics can emerge and evolve over time with reference to companies’ decision-making processes.

This paper recalls the attention of researchers in defining clear patterns through which technology-based approaches should be developed. In its depiction of the main phases of the development of big data analytics in companies’ decision-making processes, this paper highlights the possible domains in which to define and renovate approaches to value. The proposed conceptual model derives from the adoption of an inductive approach. Despite its validity, it is discussed and questioned through multiple case studies. In addition, its generalisability requires further discussion and analysis in the light of alternative interpretative perspectives.

The reflections herein offer practitioners interested in company management the possibility to develop performance measurement tools that can evaluate how each phase can contribute to companies’ value creation processes.

This paper contributes to the ongoing debate about the role of digital technologies in influencing managerial and social models. This paper provides a conceptual model that is able to support both researchers and practitioners in understanding through which phases big data analytics can be approached and managed to enhance value processes.

The purpose of this paper is to investigate the decision-making process in the management of the complex adaptive systems (CAS), particularly focusing on the dimensions that affect the individual decision maker (DM) when passing from decision to behavior in fitting processes. Although the importance of the general process of fitting in terms of organizational design has been highlighted in earlier studies, a closer focus on the DM perspective is required.

Starting from the theoretical frameworks of viable systems approach (vSa) and addressing the evolving concepts of change and adaptation in CAS, the work takes the DM perspective and investigates the dimensions involved in the paths that lead complex decisions into behaviors, when referring to fitting processes. The paper reviews the vSa and the concept of CAS, deepening the decision making in fitting processes. Then, the paper proceeds to discuss the schemes and the categories that affect, at different levels, the decision and behavioral choices by proposing an interpretative framework.

The paper proposes a general framework useful to recognize/identify which are the elements/dimensions that have to be considered when organizations change in pursuing survival. The findings of the paper also show how adopting a vSa as a meta-model can be insightful to the understanding of service systems and useful in fully comprehending decision-making processes and behavior in complex adaptive system.

The originality of this paper lies in exploring the decision making process in CAS, adopting a closer perspective on the single DM through the lens of the vSa.

The purpose of this paper is to understand the strategic management of a technology-enabled shift from a product-centric to a service-centric logic and to identify the sociotechnical dynamics underlying this transition. The study focuses on how manufacturers manage to create value in industrial markets through digital servitization.

An abductive research approach is used to investigate two manufacturing firms, and an interpretive framework is used as an analytical template. A cross-case analysis is conducted.

The case companies strategically managed sociotechnical processes of digitization to co-create value. Their service orientation delineates dissimilarity in terms of digital servitization. It reflects a viable ecosystem that moves toward datatization through adaptation in one case and a viable ecosystem that moves toward digitization through reconfiguration in the other case.

A theoretically grounded, empirically informed framework is proposed to detect transformational mechanisms to manage value co-creation in digitally servitized contexts, thus contributing to ecosystem viability.

This is the first study to adopt a system perspective such as the viable system approach combined with service-dominant logic to reconceptualize the overall sociotechnical processes and the underlying mechanisms leading to digitized value creation. In line with a systems view and a systematic process based on a transformative attitude toward digital servitization, the empirically informed framework identifies specific co-creation activities and recursive feedback loops.

The purpose of this paper is to show the relevance of the interest in sharing the common purpose and in searching for a common survival of emerging eco-system (ES) as an entity that “is not” but emerges by the viable actors interaction.

This conceptual paper contributes to the research by defining the ES building on the contributions of SD logic and viable systems approach (VSA), with a particular focus on the VSA perspective.

An ES emerges as a viable “system of systems” by an observer’s interpretation of the simultaneous interactions between different viable actors/systems that are sharing a common purpose (the survival of the ES), exchanging resources following a viable value co-creation model. Each actor/system could represent a level of quality of belonging to the ES looking for the opportunity to be resonant with the ES.

The ES features and the role of each actor inside could be deepened through different theoretical perspectives and the same VSA to the ES could be reached with empirical explorations.

Understanding the nature of the ES, the practitioners are able to explain better their position in relation to partners and competitors. It is possible to be a part of several emerging ESs looking for the will to contribute to the ES’ survival and to the sharing of the purpose of the interactive systems/actors. In a medium and long run, the measure of the resonance is useful to understand the quality in interaction.

The work provides a definition of the ES and the actors inside focusing on the perspective of VSA, by integrating the concept of viable value co-creation and solidarity-based logic; in particular, the concept of Centro Commerciale Naturale is used to show the emergence of the ES in a relational context generated by the interaction between city, service and retailers in a city center.

The aim of this paper is to understand if service innovation (Helkkula et al., 2018), based on artificial intelligence (AI) systems, may guarantee healthcare service ecosystem (H-SES) well-being (Frow et al., 2019; Beirão et al., 2017), taking into account that many doubts relieved in terms of transparency may compromise the patients' perceived quality of health services provided through AI systems.

A literature review on service innovation, detected in terms of value co-creation, and service ecosystem, investigated in terms of well-being, is drawn. To analyze the implications of service innovation on a H-SES well-being, through the technology acceptance degree and predisposition to use by actors, a case study based on TAM-model 3 determinants as categories is carried out.

AI-based service innovation archetypes in healthcare may be considered as antecedents of the service ecosystem well-being conditions as long as they enable actors to co-create value. To make it possible, a patient-driven service innovation is necessary in order to mitigate the risks of its inactivity due to fears in terms of transparency.

Service innovation and service ecosystem well-being may be studied in an integrated way, with a multidisciplinary approach, and are linked by value co-creation, because only thanks a patient-driven service innovation is possible to foster service ecosystem well-being in healthcare.

The COVID-19 pandemic started a new era in understanding the topic of resilience and adaptability. The human society has not faced such a widespread global challenge until now. This paper aims to address a context change influenced by the COVID-19 pandemic, using a case study in high education. While the character of the issues emerging is the same as in any other domain, in high education, the principles and consequences can be more directly studied and analyzed.

This paper describes a framework to evaluate how the context of the tertiary education service has been disrupted and the influence on the adherence of the students to the educational process, via primary quantitative data collection. This paper tackles the problem of distinguishing the change in context and context change and the possibility of system reconfiguration.

To properly face the evolving conditions induced by the pandemic, the education service system must be aligned to the imposed emergency situations, trying to “find” where the changes have emerged, i.e. what kind of reconfiguration is, whether it appears in the goals or in the service system itself. Furthermore, this study discusses how the findings can be valuable and applied to situations beyond the pandemic, in other cases of context disruption to highlight how general the service activities are within our reconfiguration approach.

From a theoretical point of view, this work is in line with main assumptions of system thinking, by confirming several insights of service systems’ behavior, even in a logic of B2B interactions (from the offer side); first in terms of openness and adaptation, in addition to readiness to change and – when and how – this change can occur. From a practical point of view, this paper’s contribution is directed toward achieving the more successful change management process, as reached together by motivated partners working hard for a common final goal. Realizing that the pandemic has brought a completely new context of education, managers should focus now on monitoring all aspects of the education business, not only directly affected projects and processes.

The purpose of this paper is to investigate the characteristics of actors that allow them to relate to others actors in the system through shared intentionality (orientation) and the nature of the A4A relationship and the results that such interactions bring to the emergent system based on this shared purpose (finality).

The topic is approached by theoretical analysis and conceptual development of three integrative frameworks: the sociological perspective, service-dominant logic and a particular perspective of system thinking: the viable system approach (vSa).

The A4A relationships involve value co-creation based on actors integrating their resources and acting with intentionality to obtain value by providing benefits to other parties and by belonging to the emergent viable system; actor acts for other actors directly involved in the relationship generating positive effects for the whole system in which it is contextualized.

Future empirical research might better support findings.

Many social implications deriving from an augmented role of actors engaged within social relationships in co-creation exchanges. From the title of the paper A4A over on the manuscript describes numerous social inferences of actors in co-creation.

A4A is a relationship formed by actors that interact for the benefit of the whole system in which are involved. They find own benefit from the benefit created for the system in which they live and act. In A4A relationships the value of the single actor comes from the participation to the viability of the whole system.

This study aims at rereading public governance (PG) and public value management (PVM) in the light of viable systems approach (VSA). Starting from the common points and the dissimilarities between the two theories, an integrated framework for pinpointing the key drivers leading to the emersion of public value co-creation in a public system conception of governance is elaborated. An overview on the emersion of PVM and PG is conducted in order to identify the main features of the new mindset. Then, VSA’s assumptions also are analyzed (with particular focus on their managerial implications) and then subdivided into four macro-areas.

The combination of the two theories allows recognition of four levers (with relative postulates) for fostering public value co-creation: (1) strategic selection of actors; (2) establishment of system and relational boundaries; (3) pursuit of the fit strategy-tactics; (4) system governance diffusion. From a theoretical point of view, the study provides suggestions for the creation of a public system theory of governance. Regarding managerial standpoint, revealing the drivers for public value co-creation can aid managers to better elaborate strategies for stimulating actor’s engagement in order to challenge complexity and user’s demands variability.

The purpose of this paper is to reflect upon strategic marketing in emerging economies (EEs). It tries to answer the research question: what new business models are enabled by the Viable Systems Approach (VSA) and Service-Dominant Logic (SDL) perspectives?

The paper is developed by integrating two well-established perspectives – VSA and SDL – and applying them to inclusive businesses.

The integration of these perspectives allows the authors to recognize a convergence toward business models that seem to be consistent with the principles of inclusive capitalism. The authors claim that by shifting between a reductionist/static and a holistic/dynamic view, these perspectives can be integrated, thus revealing an interesting contribution to the understanding of inclusive business. Specifically, they contribute by highlighting how the economic and social dimensions are intertwined and by highlighting that the management-thinking perspective, which has dominated in recent decades, should shift toward a more inclusive vision.

The paper represents an attempt to address an inclusive capitalism perspective in the context of marketing. Nevertheless, the conceptual reasoning developed in the paper should be further supported by empirical research carried out in the context of EEs.

The paper has relevant managerial implications that suggest a rethinking of the business model to market with EEs.

The paper contributes to the research on inclusive capitalism by linking it to well-grounded conceptual approaches to business that recapture a harmonious relationship between the economy and society.