Boundary work in value co-creation practices: the mediating role of cognitive assistants

PurposeHow to improve healthcare for the ageing population is attracting academia attention. Emerging technologies (i.e. robots and intelligent agents) look relevant. This paper aims to analyze the role of cognitive assistants as boundary objects in value co-creation practices. We include the perceptions of the main actors – patients, (in)formal caregivers, healthcare professionals – for a fuller network perspective to understand the potential overlap between boundary work and value co-creation practices.Design/methodology/approachWe adopted a grounded approach to gain a contextual understanding design to effectively interpret context and meanings related to human–robot interactions. The study context concerns 21 health solutions that had embedded the Watson cognitive platform and its adoption by the youngest cohort (50–64-year-olds) of the ageing population.FindingsThe cognitive assistant acts as a boundary object by bridging actors, resources and activities. It enacts the boundary work of actors (both ageing and professional, caregivers, families) consisting of four main actions (automated dialoguing, augmented sharing, connected learning and multilayered trusting) that elicit two ageing value co-creation practices: empowering ageing actors in medical care and engaging ageing actors in a healthy lifestyle.Originality/valueWe frame the role of cognitive assistants as boundary objects enabling the boundary work of ageing actors for value co-creation. A cognitive assistant is an “object of activity” that mediates in actors' boundary work by offering novel resource interfaces and widening resource access and resourceness. The boundary work of ageing actors lies in a smarter resource integration that yields broader applications for augmented agency.

Patterns of business model innovation for advancing IoT platforms

PurposeThe emergence of Internet of Things (IoT) platforms in product companies opens up new data-driven business opportunities. This paper looks at the emergence of these IoT platforms from a business-model perspective.Design/methodology/approachThe study applies a mixed method with two research studies: Study I–a cluster analysis based on a quantitative survey, and Study II–case studies based on qualitative interviews.FindingsThe findings reveal that there is no gradual shift in a company's business model, but in fact three distinct and sequential patterns of business model innovations: (1) platform skimming, (2) platform revenue generation and (3) platform orchestration.Research limitations/implicationsThe results are subject to the typical limitations of both quantitative and qualitative studies.Practical implicationsThe results provide guidance to managers on how to modify the components of the business model (value proposition, value creation and/or delivery and profit equation) in order to enable platforms to advance.Social implicationsAs IoT platforms continue to advance, product companies achieve better performance in terms of productivity and profitability, and more easily secure competitive advantages and jobs.Originality/valueThe paper makes three original contributions: (1) it is the first quantitative study on IoT platforms in product companies, (2) identifies three patterns of business model innovations and (3) offers a first process perspective for understanding the sequence of these patterns as IoT platforms advance.

Digital servitization strategies for SME internationalization: the interplay between digital service maturity and ecosystem involvement

PurposeThe purpose of this study is to understand how digital servitization enables the process of internationalization for industrial SMEs.Design/methodology/approachThe present study has adopted an exploratory multiple case study, conducting a total of 40 interviews in a two-phased approach to data collection. The first phase consisted of exploratory interviews with twenty-six industrial SMEs connected to the manufacturing industry in Sweden and Finland. Then, six SMEs were selected in the second phase to participate in additional in-depth interviews.FindingsFirst, this study identifies three gradual enabling phases concerned with the digital service maturity of SMEs consisting of digital awareness, digital service innovation and digital service mass customization. Second, the three interdependent phases of ecosystem knowledge synergy, ecosystem integration and ecosystem value co-creation were identified to improve ecosystem involvement. Finally, a process framework has been developed for SME internationalization consisting of a digital servitization innovation strategy, a digital servitization ecosystem strategy and a digital servitization scaling strategy.Originality/valueThe present research contributes to how digital servitization enables SME internationalization by demonstrating how the development of digital service offerings and ecosystem partnerships supports the internationalization process. This research extends the literature by proposing a process framework for the digital-servitization-enabled internationalization of SMEs. This process perspective provides a richer explanation of the complex interplay between servitization, digitalization and ecosystems choices, which supports the expansion into international markets.

Customer fairness perceptions in augmented reality-based online services

PurposeAn increasing number of retailers is trying to stimulate customers by embedding augmented reality (AR) features such as video try-on into the online shopping experience. As such AR-based online services require customers to actively participate in the service provision, this paper aims at investigating fairness perceptions and customer responses associated with AR-enabled customer participation.Design/methodology/approachThe conceptual framework of this study is based on equity theory. To compare customer responses after an in-store service encounter as opposed to AR-enabled customer participation involving video try-on, this study contains a between-subject online experiment. The effective sample comprises N = 215 participants.FindingsThe data analysis demonstrates that AR-enabled customer participation leads to significantly lower levels of distributive, procedural and price fairness as well as lower engagement intentions than in-store service encounters. Simultaneously, participants in the video try-on scenario report higher negative word-of-mouth (WOM) intentions than in the in-store scenario.Research limitations/implicationsThe extra mile customers go when using AR-based online services is reflected in less favorable fairness evaluations.Practical implicationsService managers should design AR applications in a manner that requires minimum customer participation.Originality/valueThis study contributes to service research by linking AR-enabled customer participation to evaluations of distributive, procedural and price fairness and their outcomes. This is vital to fully exploit the potential of AR in services.

Unfolding the simple heuristics of smart solution development

PurposeThe present study intends to foster understanding of how a traditional manufacturer can utilize the “simple rules” approach of managerial heuristics to facilitate its smart solution development (SSD) process.Design/methodology/approachThe study uses an in-depth single case research strategy and 25 senior manager interviews to understand the application of simple rules in smart solution development.FindingsThe findings reveal process, boundary, preference, schedule, and stop rules as the dominant managerial heuristics in the case and identify how the manufacturer applies these rules during the innovation process phases of ideation, incubation, transformation, and industrialization for attaining project outcomes.Research limitations/implicationsThe study contributes to the new service development (NSD) literature by shedding light on simple rules and how managers may apply them to facilitate SSD. The main limitations stem from applying the qualitative case study approach and the interpretative nature of the study, which produces novel insights but prevents direct generalization to other empirical cases.Practical implicationsThe resulting framework provides guidelines for managers on how to establish formal and clear simple rules that enable industrial solution providers to approach decision-making in smart solution development in a more agile manner.Originality/valueThe study comprises one of the first attempts to investigate managerial heuristics in the context of SSD and puts forward a plea for further NSD research applying psychological conceptualizations to enrich the simple rules perspective.

Algorithmic branding through platform assemblages: core conceptions and research directions for a new era of marketing and service management

PurposeContemporary branding transpires in a complex technological and media environment whose key contextual characteristics remain largely unexplained. The article provides a conceptual understanding of the elements of contemporary branding as they take place using networked platforms and explains them as an increasingly important practice that affects customer and manager experience.Design/methodology/approachThis article draws on a variety of recent sources to synthesize a model that offers a more contextualized, comprehensive and up-to-date understanding of how branding has become and is being altered because of the use of branded service platforms and algorithms.FindingsCore terminology about technoculture, technocultural fields, platform assemblages, affordances, algorithms and networks of desire set the foundation for a deeper conceptual understanding of the novel elements of algorithmic branding. Algorithmic branding transcended the mere attachment of specific “mythic” qualities to a product or experience and has morphed into the multidimensional process of using media to manage communication. The goal of marketers is now to use engagement practices as well as algorithmic activation, amplification, customization and connectivity to drive consumers deeper into the brand spiral, entangling them in networks of brand-related desire.Practical implicationsThe model has a range of important managerial implications for brand management and managerial relations. It promotes a understanding of platform brands as service brands. It underscores and models the interconnected role that consumers, devices and algorithms, as well as technology companies and their own service brands play in corporate branding efforts. It suggests that consumers might unduly trust these service platforms. It points to the growing importance of platforms' service brands and the consequent surrender of branding power to technology companies. And it also provides a range of important ethical and pragmatic questions that curious marketers, researchers and policy-makers may examine.Originality/valueThis model provides a fresh look at the important topic of branding today, updating prior conceptions with a comprehensive and contextually grounded model of service platforms and algorithmic branding.

Digital service innovation: a paradigm shift in technological innovation

PurposeExisting innovation frameworks suggest that manufacturing firms have traditionally developed a complementary model of technological innovations comprising process and product innovations (e.g. Oslo Manual). This article presents digital service innovation as a novel form of technological innovation that is capable of enhancing the performance of firms in certain manufacturing industries.Design/methodology/approachDrawing on technological innovation and digital servitization fields of research, this study argues that digital service innovation, in manufacturing contexts, complements traditional sources of technological innovation, so increasing the profit margins of firms. This effect is significant in industries characterized by business-to-business contexts, high presence of link channels and long product life spans (e.g. manufacturing and computer-based industries). Predictions are tested on a unique sample of 423 Spanish manufacturing firms using parametric (t-test) and nonparametric (fuzzy-set qualitative comparative analysis, fsQCA) approaches.FindingsThe results of this analysis show that a necessary condition so that manufacturing firms can increase profits is the deployment of simultaneous process and product innovations. It also reveals that optimal configuration requires that digital service innovation be undertaken, particularly in machinery and computer-based manufacturing industries. Hence, all three sources of technological innovation are brought together in order to reach the highest levels of company performance. The evidence suggests that technological innovation and digital servitization are closely interrelated in highly innovative manufacturing contexts.Originality/valueThis study's originality and value reside in the fact that it reveals the existence of firms incorporating digital service innovation – a new, technological innovation dimension that challenges existing innovation frameworks – to complement traditional technological innovation sources, namely process and product innovation. Moreover, the study conceptualizes and empirically tests the value-adding role of digital services in firms' technological innovation portfolio.

“My colleague is a robot” – exploring frontline employees' willingness to work with collaborative service robots

PurposeAs service robots increasingly interact with customers at the service encounter, they will inevitably become an integral part of employee's work environment. This research investigates frontline employee's perceptions of collaborative service robots (CSR) and introduces a new framework, willingness to collaborate (WTC), to better understand employee–robot interactions in the workplace.Design/methodology/approachDrawing on appraisal theory, this study employed an exploratory research approach to investigate frontline employees' cognitive appraisal of service robots and their WTC with their nonhuman counterparts in service contexts. Data collection consisted of 36 qualitative problem-centered interviews. Following an iterative thematic analysis, the authors introduce a research framework of frontline employees' WTC with service robots.FindingsFirst, this study demonstrates that the interaction between frontline employees and service robots is a multistage appraisal process based on adoption-related perceptions. Second, it identifies important attributes across three categories (employee, robot and job attributes) that provide a foundation to understand the appraisal of CSRs. Third, it presents four employee personas (supporter, embracer, resister and saboteur) that provide a differentiated perspective of how service employee–robot collaboration may differ.Practical implicationsThe article identifies important factors that enable and restrict frontline service employees' (FSEs’) WTC with robots.Originality/valueThis is the first paper that investigates the appraisal of CSRs from the perspective of frontline employees. The research contributes to the limited research on human–robot collaboration and expands existing technology acceptance models that fall short to explain post-adoptive coping behavior of service employees in response to service robots in the workplace.

Figures in the carpet of branding

PurposeMany have noted the role of metaphor in branding understanding. More than mere decorative frills, tropes play a fundamental, foundational part in the process. The purpose of this comment is to consider some of the branding's core conceits and classifies them for scholarly convenience.Design/methodology/approachMetaphors, first and foremost, are figures of speech not analytical tools or techniques. Accordingly, the commentary adopts an appropriate literary approach to its subject matter. Reflective for the most part, it seeks to deconstruct and reconstruct simultaneously. Suggestion not stipulation is the aim.FindingsAfter scrutinising branding's figurative landscape, then focussing on several promising analogies, the commentary concludes with a cautionary note concerning internal branding. Metaphor is not all fun and games, nor the be all and end all of branding understanding.Originality/valueServices marketing possesses two powerful and deeply entrenched tropes – relationships and dramaturgy. Although this comment touches on both, particularly the former, it points out the plethora of figurative possibilities, some fresh, others familiar, that are available to brand managers and researchers both.