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Despite the growing concern about security breaches and risks emerging from Shadow IT usage, a type of information security violation committed by organizational insiders, this phenomenon has received little scholarly attention. By integrating the dual-factor theory, unified theory of acceptance and use of technology (UTAUT) and social control theory, this research aims to examine facilitating and deterring factors of Shadow IT usage intention.

An online survey was performed to obtain data. As this study aims at investigating the behavior of organizational insiders, LinkedIn, an employment-oriented network site, was chosen as the main site to reach the potential respondents.

The results show that while performance expectancy, effort expectancy and subjective norms considerably impact intention to use Shadow IT, personal norms and sanctions-related factors exert no influence. Besides, an organizational factor of ethical work climate is found to significantly increase individual perceptions of informal controls and formal controls.

This work is the first attempt to extend the generalizability of the dual-factor theory and UTAUT model, which primarily has been utilized in the context of system usage, to the new context of information security. This study is also one of few studies that simultaneously take both organizational and individual factors into consideration and identify its impacts on user's behaviors in the information security context.

The purpose of this paper is to expose the playout of power dynamics when a new business intelligence (BI) system is implemented in a central pharmacy department in a National Health Service (NHS) hospital. The authors aim to explore the assumptions, experiences and actions of organisational stakeholders and ascertain how different professional groups obtain influence, power and control during this process.

In this research the authors employ structuration theory (ST), to establish how and where domination is achieved. To achieve this, the authors investigate the production and reproduction of structure as part of a longitudinal assessment using interviews and questionnaires.

Constant renewal and evolution are crucial in the implementation of a BI system. During the process of implementation and change many stakeholders resent the change. Disempowering these users leads to new power structures led by BI analysts.

The findings from this paper can help strengthen implications of BI systems implementation and better understand the impact these systems have on wider stakeholders. With coherent communication and an engaged attitude new BI systems can be implemented without alienating the key user stakeholders.

This paper differs from other papers by advocating that new systems and processes alter individual power structures in organisations, disrupting internal dynamics and introducing new aspects of control and dominance.

Personally owned mobile information and communication technologies (MICT) have been widely and routinely used for work purposes in the post-pandemic workplace. Drawing on adaptive structuration theory for individuals (ASTI), this study investigates the antecedents (i.e. characteristics of MICT) and outcomes (i.e. employee affective and cognitive well-being) of routine MICT use in the remote work context.

The research model was empirically tested via a survey of 430 working professionals who use personal MICT for work purposes in the remote work context.

Results show that the routine MICT use increases employee affective well-being (i.e. job satisfaction) and mitigates cognitive well-being (i.e. technology overload). The mediation effects of routine MICT use on the relationships between its characteristics (autonomy and timeliness) and employee well-being (i.e. job satisfaction and technology overload) were also found.

Existing research on remote work has widely focused on employee productivity and performance, while attention has rarely been paid to the effects of the technology-driven “new normal” on employee well-being. Grounded in ASTI, this study identifies three MICT characteristics as sources of user adaptive structuration, which impact employees' routine MICT use behavior and further influence employee affective and cognitive well-being. This research can help understand employees' personal MICT use adaptive behavior and improve their well-being.

Introduction: Lending is an age-old concept, and Peer-to-Peer (P2P) lending is not new. The reduction in the issuing of loans by banks has made people switch from traditional to online mode. The introduction of the online P2P lending industry is in its nascent stage of growth. As this industry is relatively new, understanding user experience, sentiments, and emotions would be helpful for the industry to innovate as per customer requirements.

Purpose: To explore the patterns in the sentiments expressed by users of ‘Cashkumar’ based on Google reviews.

Methodology: Sentiments have been analysed using user experience in risk, cost, ease of use, and loan processing time. Python application was used for sentiment analysis of Google reviews.

Findings: The sentiment analysis results showed that the average sentiment score was 0.7144, which indicates that the user sentiment towards ‘Cashkumar’ is positive. The reviews reflect that the users, especially borrowers were satisfied with the platform’s services and happy with loan processing time. The other factors – ease of use, cost, and risk – were not given much importance by users. Both lenders and borrowers faced a few issues, but the results of the lender’s sentiment analysis could not be generalised due to a smaller number of posted reviews.

This paper focuses on the factors related to faculty workload in the context of resource scarcity to examine whether there is a relationship between them and grade inflation.

As for methodological novelty, the authors created an indicator of students' expectations about grades that is related to grade inflation and conducted regression analysis using cluster-robust error correction based on this indicator.

The results suggested that proper workload allocation among the faculty can mitigate grade inflation. Namely, such measures as control for concurrent courses, the length of courses and the labor intensity of the faculty are suggested for grade inflation prevention.

Academic literature posits that a steep increase in average grades might cause a long-term depreciation of the quality of higher education. This article is, therefore, focused on various factors connected with grade inflation in higher education. The authors highlighted problems associated with teaching evaluation imperfections, academic norm transformation and workload intensity.

The value of transverse skills, including human capabilities, has been acknowledged for a significant period of time by major organisations such as UNESCO and the World Economic Forum. This paper reports on the application of microcredentials linked to the Human Capability Framework in a major telecommunications organisation that has a vision to establish a baseline to develop the levels of capability for both individual employees and the entire workforce. In this case study, capability is evidenced through learning and applied performance specified in a microcredential that carries a credit-entry score into higher education qualifications. The value of the microcredentials lies not in recognising learning outcomes; rather, it lies in an individual's ability to validate their full potential, open sustainable employment opportunities and prepare for emergent new roles.

This commentary offers a case study of how a major Australian telecommunications organisation implemented microcredentials that are aligned to the Human Capability Framework Standards reference model.

The approach in this case study demonstrates how a company that confidently invests in non-traditional learning approaches that increase the value of human capital can tangibly grow the capacity of the workforce to deliver not only its strategy but also its cultural values.

The multi-award-winning model described in this case study is novel and clearly informs current research and thinking addressing this topic.

In the era of digital disruption and customer loyalty loss, it has become even more important to shape the experience journey of a firm’s stakeholders. The benefits of experience data (XD) analysis for a competitive advantage and firm performance are well proven in the business-to-customer context. Therefore, this study aims to explore the limited exploitation of XD in the business-to-business (B2B) context.

The data of 338 B2B firms is generated through computer-assisted telephone interviewing using a structured interview guideline. A Mann–Whitney U test and binary linear regression are applied to test hypotheses derived from literature.

The results suggest that XD non-collectors see XD increase efficiency, whereas XD collectors view XD strategically beyond customer data. Additionally, the successful application of XD in firms can be fostered by connecting XD with operational data through digitalised processes, strategic usage and data collection at certain defined points of time.

This study contributes to the understanding of XD perception between collectors and non-collectors and develops determinants for the successful application of XD management. Based on the results, B2B marketing executives from academics and practice can foster the implementation of XD management to improve all firm’s stakeholders’ experiences. In this way, this study contributes to the understanding of managing not only customers’ but other stakeholders’ experiences.

This study aims to investigate whether health insurers are transforming from pure payers into ecosystem-based health service companies. The authors discuss the findings’ impact on health insurers’ business model approach and their sources of competitive advantage.

The authors conducted a multiple case study of 25 incumbent and rising health insurers from the USA, Europe and Asia-Pacific. The selection of firms was based on databases from Forbes, S&P Global Market Intelligence and Crunchbase. By performing a review of financial reports, app descriptions, corporate websites and media coverage, the authors analyzed health insurers’ digital service offerings and underlying strategic approaches for providing those services.

This study demonstrates that major health insurers are transforming into ecosystem-based health service companies. They expand the traditional insurance value chain by offering value-adding health services along the patient journey. The analysis results are summarized in a table displaying 18 digital service categories along core patient journey phases with corresponding examples of health insurers and underlying strategic approaches.

The role of digital services and ecosystems has been explored for many industries. This study investigates this subject area with a focus on the health insurance sector, advancing a young field of research. The analysis gives insights into the latest digital service offerings and strategic approaches of an internationally diverse set of incumbents and rising ventures.

The mental healthcare is experiencing an ever-growing surge in understanding the consumer (e.g., patient) engagement paradox, aiming to vouch for the quality of care. Despite this surge, scant attention has been given in academia to conceptualize and empirically investigate this particular aspect. Thus, drawing on the Stimulus-Organism-Response (S-O-R) paradigm, the study explores how patients engage with healthcare service providers and how they perceive the quality of the healthcare services.

Data were collected from 279 respondents, and the derived conceptual model was tested by using Smart PLS 3.2.7 and PROCESS. To complement the findings of partial least squares (PLS)-based structural equation modeling (SEM), the present study also applied fuzzy set qualitative comparative analysis (fsQCA) to identify the necessary and sufficient conditions to explore substitute conjunctive paths that emerge.

Findings show that patients’ perceived intimacy (PI), cohesion and privacy enhance the quality of mental healthcare service providers. The results also suggest that patients’ PI, cohesion and privacy have indirect effects on the perceived quality of care (PQC) by the service providers through consumer engagement. The fsQCA results derive that the relationship among conditions leading to patients’ perception of the quality of care in regard to mental healthcare service providers is complex and is best reflected as multiple and conjectural causation configurations.

The findings from this research contribute to the advancement of studies on patients’ experiences by empirically examining the unique dynamics of interaction between consumers (patients) and mental healthcare service providers, thereby enriching both the literature on social interactions and the understanding of the consumer–provider relationship.

The results of this study provide practical implications for mental healthcare service providers on how to combine the study variables to enhance the quality of care and satisfy more patients.

A significant research gap has ascertained the inter-relationship between PI, cohesion, privacy, engagement and PQC from the perspective of mental healthcare service providers. This research is one of the primary studies from a managerial and methodological standpoint. The study contributes by combining symmetric and asymmetric statistical tools in service marketing and healthcare research. Furthermore, the application of fsQCA helps to understand the interactions that might not be immediately obvious through traditional symmetric methods.

Cloud computing, a dominant technology, significantly impacts organizations, necessitating talent management strategies for sustained growth. This study aims to explore the impact of cloud adoption on large French organizations through a “learning organization” perspective.

Interviews were conducted with business and IT stakeholders from 35 multinational organizations in France.

Cloud services have a high impact on large organizations, leading to a demand for cloud-related skills, a power shift from IT to business departments and increased shadow IT activities. Effective utilization requires organizational learning and a change management project, transforming organizations into productive and innovative learning organizations.

This paper contributes to cloud computing, organizational learning and talent management literature, offering managers a novel approach to handling cloud services.