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User-generated content (UGC) refers to semantic and behavioral traces created by users on various social media platforms. While several waves of platforms have come and gone, the long-term sustainability of UGC activities has become a critical question that bears significance for theoretical understanding and social media practices.

Based on a large and lengthy dataset of both blogging and microblogging activities of the same set of users, a multistate survival analysis was applied to explore the patterns of users' staying, switching and multiplatforming behaviors, as well as the underlying driving factors.

UGC activities are generally unsustainable in the long run, and natural attrition is the primary reason, rather than competitive switching to new platforms. The availability of leisure time, expected gratification and previous experiences drive users' sustainability.

The authors adopted actual behavioral data from two generations of platforms instead of survey data on users' switching intentions. Four types of users are defined: loyal, switcher, multiplatformer and dropout. As measured by the transitions among the four states, the different sustainability behaviors are thereby studied via an integrated framework. These two originalities bridge gaps in the literature and offer new insights into exploring user sustainability in social media.

This paper presents an analytical framework for modeling and measuring strategic alignment. The resource-product-market (RPM) model is introduced as a means of representing the alignment of the firm's internal resources with its product lines and external markets. A strategic alignment index is defined to measure the degree of alignment represented by a model.

The RPM model is derived as an extension of prior research on diversification indexes. The strategic alignment index is mathematically defined and the properties of the model are characterized using graph theory. The approach is illustrated for two example firms.

The RPM model is flexible and can be used with different types and measures of resources, products and markets. The model represents strategy in a structural manner addressing a vertical type of alignment. The index ranges continuously from 0 to 1.0, providing a useful scale for measurement and comparison.

Practitioners may use RPM modeling to assess the current alignment of their respective firms and to identify strategic alternatives which increase alignment through a taxonomy of 13 strategic moves. The results of applying the model to ten firms are summarized.

The paper contributes to the literature by providing a new method for modeling firm strategy which integrates resource and industry views, thereby enabling a measurement of their alignment. The paper is also novel in the application of graph theory to management.

Implementing peer-to-peer learning models within an academic library environment presents several benefits and challenges. This study explores the effectiveness of integrating peer-assisted learning in research services and considers the impact on those providing support and those seeking assistance. A more comprehensive understanding of peer education approaches in research support services will benefit academic libraries interested in incorporating this model.

This article showcases case study data from the reference and instruction peer-led learning programs at California State University Fullerton's Pollak Library, incorporating library interns and student assistants trained to provide front line research support to fellow students from 2019 to 2022. Feedback was collected across the learning experience from student facilitators, patrons assisted and participating library supervisors.

Project data demonstrates that incorporating students in traditional academic library research services nurtures experiential learning and serves as an effective high-impact practice. Additionally, peer-led programs contribute to a helpful, welcoming atmosphere for library users and help connect libraries to the communities they serve.

Exploring survey data and student reflections, this combined study highlights advantages and implications of incorporating peer learning programs in research services in both formal and informal instruction environments. Results also reveal promising methods for recruitment, training and sustainable program development for libraries considering this approach.

The current paper is part of a larger scoping review project investigating the intersection of leader(ship) identity development and meaning-making. In this review, we analyzed 100 articles to determine the current extent of literature that covers the intersection of leader(ship) identity development, meaning-making and marginalized social identities.

A review of the extant literature is included, and a conceptual model is suggested for further exploration into this critical and under-researched domain.

More research is needed at the intersection of leadership identity development, meaning-making and marginalized social identities.

As this area of study has expanded, scholars have noted an absence of research on the effect of multiple social identities, especially marginalized identities, on meaning-making and leadership identity construction.

Over the last five decades, business to business (B2B) marketing has evolved from a transactional model to a behavioral model. This evolution is a consequence of the rise in thoughts of managing customer journeys, services marketing and acknowledging value co-creation amongst stakeholders. The contemporary B2B marketing strategies of relationship, innovation, sustainability and digital marketing that emerge through the literature review are discussed to demonstrate how they add value to the competitive advantage of firms and facilitate co-creation between business partners to help design the customer journey. The purpose of the paper is to discuss how the apparel industry could implement the B2B marketing strategies highlighted and further suggests a framework of value co-creation. The framework shows the journey between business partners followed by the value propositions as service exchange through resource integration within the service ecosystem.

Through a review of the literature, the evolution of B2B marketing unveils the importance of services marketing and how the marketing strategies discussed add value to the services marketing, this is further explored with propositions of value co-creation between business partners. The propositions are based on the theory of service dominant logic, whereby, the partners in the service ecosystem co-create value from value propositions offered by the business partners in collaboration with supply chain innovation.

A framework is suggested in the context of the apparel industry that demonstrates the value propositions as a part of the B2B marketing strategy. Through resource integration and collaboration between the business partners, the value propositions in the form of services, are exchanged resulting in value co-creation that leads to the ultimate offering to the end customer.

The service dominant logic theory and the supply chain innovation model are the basis of the framework, showing the value propositions made, are in collaboration between the firm and the supply chain partners. The value propositions in the form of services are exchanged as an outcome of resource integration amongst the business partners resulting in value co-creation which will aid apparel manufacturers differentiate their services and manage customer journeys better. The framework will be further researched through primary research to determine its rationality in the real-world context. The nature of the industry being fast paced, the literature will be outdated in a short span of time and with the vast growth, new strategies will need to be executed eventually.

The paper discusses how the apparel industry can move forward with the B2B marketing strategies highlighted through the literature review and further suggests a framework of value co-creation. This will aid apparel manufacturers to focus their marketing efforts in an era of services marketing and compete better globally with service offerings.

The competitive advantage strategies and other key emerging themes of co-creation, value co-creation and customer journeys are highlighted and shows increasing importance to the survival of businesses in an era of service orientation and relationship marketing.

Through a critical literature review of B2B marketing strategies and with the use of theoretical models of service dominant logic and supply chain innovation, the conceptual paper proposes a framework by the authors that allows future research to analyse value co-creation in B2B marketing strategies for the apparel industry.

In the context of a highly regulated teacher education system, this chapter offers an alternative vision for a ‘better normal’ for teacher education in England. It foregrounds the need for teacher educators and teacher preparation curricula to promote ‘a way of being’ that enables teachers and teacher educators to have agency, develop as ‘thinking’ professionals and be resilient in an ever-changing policy context.

Relations in university settings are becoming more heterogeneous in terms of race, ethnicity, religion, nationality, class, and gender. In South Africa, transformation imperatives have radically changed the complexion of the country’s university campuses but have also entrenched political imperatives in its universities. As a consequence, the university is a highly politicised space. This is not new. What is new is a communication environment characterised by real-time, global networked digital communication and the uptake of digital media platforms (including social media platforms). We explore the effects of politicisation and new modes of communication using the case of a controversial article published in a South Africa journal and the ensuing polemic. Drawing on both institutional theory and Castells’ description of the network society, we conceptualise collegiality along two dimensions: horizontal collegial relations which exist for the purpose of knowledge creation and transfer which, in turn, depends on self-governance according to a taken-for-granted code of conduct; and vertical collegiality which describes collegial relations between academic staff and university management, and which is necessary for the governance of the university as a complex organisation. We conclude that the highly personal nature of communication that is propelled by digital communication has a direct impact on collegial relations within the university. The motivations of both university academic staff and management, as well as the public, extend beyond stimulating collective debate in the service of knowledge production to serving individual and/or ideological agendas as the communication of science becomes politicised. While issues pertaining to collegiality in South Africa may at first glance appear to be unique to the country, we believe that in a globally transforming academy, the South African case may offer novel insights and useful lessons for other highly politicised university systems.

Since the development of the COVID-19 vaccinations, questions surrounding race have been prominent in the literature on vaccine uptake. Early in the vaccine rollout, public health officials were concerned with the relatively lower rates of uptake among certain racial/ethnic minority groups. We suggest that this may also be patterned by racial/ethnic residential segregation, which previous work has demonstrated to be an important factor for both health and access to health care.

In this study, we examine county-level vaccination rates, racial/ethnic composition, and residential segregation across the U.S. We compile data from several sources, including the American Community Survey (ACS) and Centers for Disease Control (CDC) measured at the county level.

We find that just looking at the associations between racial/ethnic composition and vaccination rates, both percent Black and percent White are significant and negative, meaning that higher percentages of these groups in a county are associated with lower vaccination rates, whereas the opposite is the case for percent Latino. When we factor in segregation, as measured by the index of dissimilarity, the patterns change somewhat. Dissimilarity itself was not significant in the models across all groups, but when interacted with race/ethnic composition, it moderates the association. For both percent Black and percent White, the interaction with the Black-White dissimilarity index is significant and negative, meaning that it deepens the negative association between composition and the vaccination rate.

The analysis is only limited to county-level measures of racial/ethnic composition and vaccination rates, so we are unable to see at the individual-level who is getting vaccinated.

We find that segregation moderates the association between racial/ethnic composition and vaccination rates, suggesting that local race relations in a county helps contextualize the compositional effects of race/ethnicity.

Strategic decisions leaders make involving organizational changes such as mergers and acquisitions (M&A), divestitures, and downsizing, which can influence and/or interact with other organizational factors. For example, within the context of M&A, changes impact financial performance, firm behaviors, and organizational culture. In addition, strategic decisions for these types of change can also interrelate with other more intrapersonal factors, including both leaders’ and employees’ health and well-being. Employee stress, also referred to as “merger syndrome,” outlines individual negative impacts of the changes including, but not limited to, cynicism and distrust, change wariness, and burnout, all accumulating to psychological effects including increases in detachment to work, stress, and sick leave. In this chapter, the authors outline the different impacts M&A phases have on stress and well-being and how they interrelate with the strategic decisions leaders make. The authors also outline future research opportunities and practical implications for how leaders and employees could better manage future major changes such as M&A activities.