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This paper aims to explore the concept of “actor engagement” within the context of the sharing economy, a novel and dynamic business model. Specifically, it investigates the formation of actor engagement and its relationship with value creation within this business model.

Drawing on Storbacka et al. (2016)actor engagement framework and service-dominant logic service ecosystem model, unstructured data (text and images) from the Airbnb platform in seven countries and text- and image-mining techniques such as machine learning are used to measure the research variables and test the model by PLS-SEM.

The results indicate that affective engagement has a more significant impact on behavioural engagement than cognitive engagement for multidimensional actor engagement. Service providers’ engagement – directly, and through customer engagement – influences value creation for service providers (i.e. performance). Moreover, national-level moderator (i.e. economic, competitiveness, technology, social and political factors) plays a significant moderating role in our model.

This study encourages future research to explore how actor engagement leads to value creation for all actors on the different sharing economy platforms.

The findings provide practical insights for service providers to engage their customers and platform managers, especially in an international context, on managing their relationships with both customers and service providers in different countries.

This study advances the current literature on actor engagement and its role in value creation by providing a better understanding of the role of the national context in this process through unstructured data analysis.

Customers will develop a stronger desire to purchase when more people are waiting in line for service due to the herding effect. However, this also leads to longer queue times, causing customers to experience a waiting patience time. This study examines these two psychological aspects of delay-sensitive customers in service systems, considering both homogeneous and heterogeneous customer scenarios to explore the optimal pricing strategy for service providers.

Using queueing theory, we construct and optimally solve the customer's service utility function and the service provider's service revenue function. Further, the model is extended to account for heterogeneous customers, solving the utility and revenue functions accordingly.

Results show that service revenue increases with the intensity of herding behavior and the length of patience time. If customers have low herding intensity and short patience time, the service provider only needs to serve a portion of the customers. For heterogeneous customers, if a large proportion exhibits high herding intensity, the service provider should focus on serving them. Otherwise, the service provider should serve all high-intensity herding customers while striving to attract low-intensity herding customers.

This paper considers the combined utility of multiple customer psychology and examines homogeneous and heterogeneous customers. The findings provide valuable managerial insights for service providers' pricing and service strategies.

Despite its potential, warehouse managers still struggle to successfully assimilate autonomous mobile robots (AMRs) in their operations. This paper means to identify the moderating factors of AMR assimilation for production warehouses that influence the digital transformation of their intralogistics via AMRs.

Drawing on innovation of assimilation theory (IAT), this study followed an explorative approach using the principles of the case study method in business research. The cases comprised of four AMR end users and six AMR service providers. Data were collected through semi-structured interviews.

Four clusters of moderators that affect each stage of AMR assimilation were identified. These clusters include organizational attributes of end users (i.e. production warehouses), service attributes of service providers, technology attributes of AMRs and relational attributes between the AMR service providers and the AMR end users.

The authors extend the IAT framework by identifying various moderating factors between different stages of the AMR assimilation process. To the authors' knowledge, this is the first study to introduce the perspective of AMR end users in conjunction with AMR service providers to the “Industry 4.0” technology assimilation literature. The study propositions regarding these factors guide future intralogistics and AMR research.

This chapter reviews possible regulatory updates needed to address the four general challenges arising from digitalization of financial services, regardless of the business models of the financial services providers. These challenges are customers' data rights, artificial intelligence (AI) ethics, cybersecurity and financial exclusion.

This study examines the use of a dynamic value-based approach to analyze the business model structuration of smart service providers in Brazil, mapping their value creation, configuration and appropriation strategies, and determining how well-defined their current business models are.

This is a qualitative study based on semi-structured interviews with entrepreneurs (or CEOs and directors of technology) of seven business ventures in three different phases of business model structuration: (1) academic: companies or innovation and research centers linked to universities; (2) startups: technology-based companies originating from the technological needs of clients, be they new branches of the traditional business of incumbents or new entrants and (3) autonomous service providers whose offerings are related to master’s or doctoral projects.

We propose a typology of business model structuration with four stages. At first (individual or initial business model), albeit with high skilling of owners, only manual or adaptation services are offered. In the second stage (platform business model), although services offered are oriented toward the entire process automatization of the client (Factory integrated), technologies are restricted to the client company (or even one department) and these clients' needs are mainly data processing and connectivity. In the third stage (scaling digital business model), although the services offered are oriented toward greater digitalization through an entire array of field devices connected to the internet (IoT) and organized in a more formalized structure, the business model is still being constructed, companies in this stage are mainly startups. In the fourth stage (innovation ecosystem business model), the entire manufacturing process is digitized, with integration and network connectivity, both between service providers and the extended supply chain of their clients, and new technologies are customized and developed through the interaction of a whole innovation ecosystem.

Mapping value-based strategies aids in understanding business model structuration in Industry 4.0. Future research should focus on parameterizing the dimensions founded of each value strategy.

This study advances the comprehension of the business model in |Industry 4.0 by providing a value-based strategy perspective of business model structuration. Practically, by focusing on smart service providers, it contributes to a greater understanding of smart service providers in Brazil and their strategic challenges.

Co-creation of services (CCOS) is a collaborative strategy that emphasises customer involvement and their expertise to increase the value of the service experience. In the service ecosystem, artificial intelligence (AI) plays a key role in value co-creation. Therefore, this study is undertaken to empirically uncover how AI can empower CCOS.

The source data were collected from 305 service provider respondents and quantitative methodology was applied for data analysis.

New service development augmented with AI provides tangible value to service providers while also providing intangible value to supportive customers. With AI, service providers adapt to new innovations and enrich additional information, which eventually outperforms human-created services.

AI adoption for CCOS empowerment in service businesses brings “service-market fit”, which represents the significant benefits wherein customers contribute to creativity, intuition, and contextual awareness of services, and AI contributes to large-scale service-related analysis by handling volumes of data, service personalisation, and more time to focus on challenging problems of the market.

This study presents theoretical concepts on AI-empowered CCOS, AI technological innovativeness, customer participation in human-AI interaction, AI-powered customer expertise, and perceived benefits in CCOS, and subsequently discusses the CCOS empowerment framework. Then, it proposes a novel conceptual model based on the theoretical concepts and empirically measures and validates the intention to adopt AI for CCOS empowerment. Overall, the study contributes to novel insight on empowering service co-creation with AI.

This study investigates how role overload in the sharing economy leads to emotional exhaustion, which restricts value co-creation activity, and also investigates the moderating effect of perceived platform support.

Two experimental investigations and field research questionnaires were given to respondents with shared mobility industry expertise.

First, role overload detrimentally affects service providers' value co-creation behavior; second, emotional exhaustion acts as a mediator between role overload and value co-creation behavior; and finally, perceived platform support moderates the adverse effect of role overload on emotional exhaustion.

To the best of the authors' knowledge, this study is the first to explore the antecedents of value co-creation behavior from the service provider's perspective, extending the application of COR theory in a sharing economy context.

First, alternative mediators between role overload and emotional exhaustion were not identified. Second, other dimensions of role overload and their impacts were not examined. Lastly, this study did not explore broader perspectives beyond algorithms.

This study recommends that managers reduce role overload ex ante in terms of clarifying responsibilities and obligations, providing substantive resource support and rationalizing order allocation, respectively.

Digital servitization research has focused on how manufacturing firms use digital technologies to change business models and offer smart services; less attention has been devoted to the degree to which external actors in the existing ecosystem accept these smart services. Therefore, the authors pose the following research question: How does a manufacturing firm introduce and gain acceptance of new smart services within an established ecosystem?

Building on servitization, ecosystem and legitimacy theories, this paper addresses the research question through an in-depth case study of a world-leading original equipment manufacturer that is currently developing and introducing new smart services in its existing ecosystem.

The findings suggest that external actors emphasize different types of legitimacy in deciding whether to accept a new smart service. The findings also show that the type of legitimacy required to gain acceptance changes throughout the development of the smart service, from the definition of the value proposition to the design and delivery of the service.

This study can assist smart service providers in identifying which type of legitimacy is important for each ecosystem actor and strengthening these types of legitimacy to gain acceptance from the ecosystem.

This study develops a framework to help describe the thresholds for acceptance of a smart service through the development phases, as well as to indicate the types of legitimacy that smart service providers must relate to when seeking to gain acceptance for their new offering.

This research aims to explore and theorize the role of embodied practices – orchestrated by service providers – in the social production of servicescapes. It is claimed that the social character of the servicescape is shaped not only by narratives and materialities but also through the body. Bodily physical behaviors like physical movements in space, gestures, facial expressions, postures and tactile engagements with the surrounding materiality constitute a body language that conveys information and expresses meanings. In this kinetic capacity, the body becomes a building agent in the social constitution of the servicescape. As the author empirically demonstrates in the context of city tourism with diverse experiential opportunities, it is due to the body’s discriminatory orientation, walking, looking, pointing and acting in selective ways that the city emerges as a servicescape of particular kind.

Market-oriented ethnography was conducted in Saint Petersburg, Russia, where the author observed the guiding practices of tour guides leading international tourists during two-day city excursions.

This research identifies and unpacks three clusters of embodied practices deployed by service providers as they guide customers at the servicescape: spatializing, emplacing and regulating. The role of the body and its association with narratives and materialities is identified in each cluster.

A number of embodied practices are provided for use by contact employees as they guide customers in the servicescape. Specific guidelines are also offered to service providers for the strategic employment of body language, their training is navigational skills and the coordination of body, narratives and materialities.

This study extends current materialistic and communicative approaches on the construction of servicescapes by claiming that the servicescape in not only a physical and narrative construction but something that is also configured through the body; provides three clusters of embodied practices deployed by service providers; theorizes the intertwined nature of narratives, materiality and the body; defines servicescapes as dynamic socio-spatial entities emerging from the constant {narrative-material-body} arrangements orchestrated by service providers; and sheds light on the mediating role of the body in the social production of servicescapes.

This paper aims to explain how the dynamics of inter-firm relations between small and large firms can, in the case of some behaviours, be interpreted as inter-organizational bullying.

This paper draws on a qualitative approach adopting the critical incident method to explore the subjective experiences of 13 individual managers and owners of small service businesses in dealing with the representatives/executives of the large corporations they serviced. The method facilitated an investigation of the significant occurrences identified by the small-firm respondents about the undue advantage taken by the large firms. This was found to be more than simple occasional opportunistic or unfair business practices perpetrated by representatives of the large firms but, instead, involved bullying.

The results revealed that large corporations actively, though covertly, sought to take advantage of their small service providers by resorting to bullying practices. Intimidation, opportunism, use of deceitful or unfair business practices, as well as abuse of power, were manifestations of inter-organizational bullying committed by the large and powerful corporations. The contrasting characteristics of size, access to resources, economic and market power were identified as strong impediments against building effective ethical relational exchanges between the large corporations and their small service providers.

The study's findings provide valuable insights into the root causes and consequences of inter-organizational bullying. However, it is crucial to interpret these results in the context of this specific study. It is worth nothing that these findings primarily represent the self-perception of inter-organizational bullying among small service providers and may not capture other viewpoints or aspects of the industrial sector. Replicating this study in different sectors could enhance the generalizability of the conclusions drawn.

This analysis is valuable in understanding what constitutes the phenomenon referred to as inter-organizational bullying. It also assists to understand the conditions when large firms exhibit such behaviours and their implications on the well-being of relevant stakeholders.

Firstly, the business partners should maintain a healthy relationship if they want to avoid incidents of bullying, which can harm the performance of the relationship. In doing so, they need to reduce the level of uncertainty in their business relationships through the transparent information exchange, formulating commonly agreeable contracts and enhancing communication procedures. They also need to put aside their self-interest, but rather strive for achieving results that will be beneficial to both parties.

This exploratory study offers a novel and unexplored way of theorizing inter-organizational bullying, as well as uncovering its antecedents and impacts on the welfare of small businesses, particularly small service providers.