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Entrepreneurs are increasingly relying on artificial intelligence (AI) to assist in creating and scaling new ventures. Research on entrepreneurs’ use of AI algorithms (machine learning, natural language processing, artificial neural networks) has focused on the intra-organizational implications of AI. The purpose of this paper is to explore how entrepreneurs’ adoption of AI influences their inter- and meta-organizational relationships.

To address the limited understanding of the consequences of AI for communities of entrepreneurs, this paper develops a theory to explain how AI algorithms influence the micro (entrepreneur) and macro (system) dynamics of entrepreneurial ecosystems.

The theory’s main insight is that substituting AI for entrepreneurial ecosystem interactions influences not only entrepreneurs’ pursuit of opportunities but also the coordination of their local entrepreneurial ecosystems.

The theory contributes by drawing attention to the inter-organizational implications of AI, explaining how the decision to substitute AI for human interactions is a micro-foundation of ecosystems, and motivating a research agenda at the intersection of AI and entrepreneurial ecosystems.

The aim of this paper is to frame the stakeholder-driven system mapping approach in the context of climate change, building on stakeholder knowledge of system boundaries, key elements and interactions within a system and to introduce a decision support tool for managing and visualising this knowledge into insightful system maps with policy implications.

This methodological framework is based on the concepts of market maps. The process of eliciting and visualising expert knowledge is facilitated by means of a reference implementation in MATLAB, which allows for designing technological innovation systems models in either a structured or a visual format.

System mapping can contribute to evaluating systems for climate change by capturing knowledge of expert groups with regard to the dynamic interrelations between climate policy strategies and other system components, which may promote or hinder the desired transition to low carbon societies.

This study explores how system mapping addresses gaps in analytical tools and complements the systems of innovation framework. Knowledge elicitation, however, must be facilitated and build upon a structured framework such as technological innovation systems.

This approach can provide policymakers with significant insight into the strengths and weaknesses of current policy frameworks based on tacit knowledge embedded in stakeholders.

The developed methodological framework aims to include societal groups in the climate policy-making process by acknowledging stakeholders’ role in developing transition pathways. The system map codifies stakeholder input in a structured and transparent manner.

This is the first study that clearly defines the system mapping approach in the frame of climate policy and introduces the first dedicated software option for researchers and decision makers to use for implementing this methodology.

This study aims to explore how a start-up entering maritime logistics networks (MLNs) in the container shipping industry integrates resources underlying value cocreation patterns in these networks.

The paper is based on a single case study of a technological start-up, providing tracking, tracing and other information services to MLN members using internet-based software. An interorganizational theory perspective informs the case study to unveil the resource integration for value cocreation in the network.

The start-up holds multiple resource interaction roles and the start-up’s involvement enables the creation of new knowledge resources, which facilitate new revenue streams and manage resource dependencies. Hence, the findings indicate that the start-up changes value cocreation patterns in the network by reconfiguring and integrating existing resources so that the service is customized for various customers, including shippers and freight forwarders.

The results provide insights about how technological start-ups can unlock resources within MLNs.

The study extends previous studies on resource roles in business networks and shows how start-ups can perform multiple roles simultaneously within these networks. In addition, the study contributes to the literature by studying information and knowledge as resources configured in different ways in a unique network setting.

Social hackathons are events designed to craft social change using technology that enables citizen empowerment or addresses societal issues by deploying data. Hackathons provide a framework for organizing to help create prototypes and business models through interaction with technology. The relevance of the sociomateriality of the emergent technology (prototype) and organizational structure raises the question if viable and impactful solutions can be developed within such frames.

This study applies an inductive research methodology based on ethnographic participant observation, interviews with participants and event organizers, and qualitative insights from surveys.

Events such as social hackathons are centered around technology and share a vision of creating opportunities for change. The materiality of prototypes may define their interaction patterns. The differentiation of the embodiment and emergent structuration of technology may be a breaking point for in-group dynamics and a barrier to social innovation. The emergent structuration of technology with a longer initial phase of problem definition and ideation within a group was found to have more potential for impactful embodiment with the technological artifact. Some cases reveal that “expert” participants who shared visions of change enabled by technology were constrained by other members.

The paper suggests an extended view on the connection of sociomateriality, organizing and social impact.

The purpose of this paper is to understand the dynamic and power-laden nature of university–society collaboration from the individual academic's point of view.

This paper applies an autoethnographic approach in following a specific collaboration process through detailed fieldnotes and continuous reflections.

This research presents university–society collaboration as an emergent, volatile and fairly unpredictable process, involving a multitude of actors on both sides. The interactions among actors shape the emerging process and power relationships. The academic's situation could be understood in terms of multiple and shifting subject positions that could be embraced, accepted, resisted or surrendered to by the academic.

These findings may help academics with own experiences of collaboration to shed light on their observations. Novice academics, interested in collaborating with society, should be aware of the possibility of tensions and exercise of power in interactions with societal actors. When setting up collaboration agreements, academic and societal actors are advised to openly discuss potential problems and how to handle those.

This unique, in-depth testimony of a single collaboration process from the individual academic's point of view uncovers previously unobserved dynamic and political attributes of the process.

This study explores how the family influences the entrepreneurial orientation (EO) process in immigrant businesses.

The paper draws on inductive multiple-case studies using 34 in-depth interviews. This paper relies on three cases of immigrant entrepreneurs originating from Mexico and Colombia that established firms in Sweden.

The results suggest that EO development trajectories vary in the presence of family roles (i.e. inspirers, backers and partners), resulting in the immigrant family business configurations of family-role-influenced proactiveness, risk-taking and innovation.

The immigrant family configurations drive three EO-enabling scenarios: (1) home-country framing, (2) family backing and (3) transnational translating. Immigrant family dynamics facilitate the development of EO over time through reciprocal interaction processes across contexts. This study indicates that, through family dynamics, EO develops as mutually interactive processes between the immigrant entrepreneur's family in the home and host countries.

The purpose of this paper is to examine the transformation of the perspective applied to distribution structures in the late 1900s. This change implied that the previous focus on channel management by a channel captain was abandoned because of changes in the business reality. This perspective was replaced by models and concepts featuring collaboration and joint coordination between actors and relationships embedded in networks.

Changes of perspectives on phenomena are assumed to occur through the dynamic interplay between business reality, the conceptualisation of this reality and the managerial recommendations derived from this conceptualisation. The study is based on a thorough longitudinal literature review.

Shifts of perspectives occur when there is an increasing mismatch between the current business reality and mainstream conceptualisations. In this transformation, new constructs are required to illustrate new aspects of the business reality, exemplified in the study by interaction and networks. Some established concepts lose their significance, illustrated by the channel captain. Others may be re-interpreted, as is the case with the power concept. The study also shows that “forgotten” conceptualisations can be re-wakened, exemplified by the view of distribution structures as network constellations. In turn, these changes in the conceptualisation of distribution impact the managerial recommendations.

To the best of the author’s knowledge, there are no previous studies analysing how the perspective on a certain phenomenon changes through the dynamic interplay between business reality, conceptualisations and managerial recommendations.

Task conflict and relationship conflict are common in organizations. This paper aims to present a unique case of the use of the targeted conflict-resolution technique. The revival of positive group dynamics is aptly shown.

This descriptive case study is developed as a practice insight to showcase how a peculiar case of misunderstanding is resolved in the most unconventional way through the intervention of a mediator who unearths the real cause of contention. The mediator works through logic and emotion to remove negativity. Narration, a necessary component of the case study approach, peeps into the research subject involving flashbacks, flash forward, backstories and foreshadowing. The mediator uses reframing as a tool very efficiently, encouraging the people in conflict to understand the nothingness in their cold war and eventually prompting them to collaborate and compromise.

The shifts in communication dynamics post-mediator’s intervention are subtle and full of wisdom, encouraging introspection and constructive interaction, eventually bridging the differences. The possibility of achieving a state of homeostasis in the future magnifies. The belief in the power of affirmation and manifestation is validated. The heavy, difficult, hardened negativity loses ground and gets transformed.

Conversation/prayers at the deepest level in several meetings are the communication tools that have immense social relevance in the Indian context.

A unique combination of intermediation encompassing written communication and energy transformation is adopted to resolve ongoing conflict by stroking the positive psychology of the partakers. To some, the method may appear to have a spiritual connotation.