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This study aims to investigate how the relationship factors, including equity, shared responsibility and relationship dependence leverage the value co-creation. The research studies the value co-creation process in a business-to-business (B2B) context between suppliers and customers and provides empirical evidence of the underlying effects.

Using social exchange theory, the research uses a mixed-method of in-depth interviews and questionnaire surveys. The sample of the survey has 123 business customers.

The findings suggest that equity not only positively affects but also mediates the effect of shared responsibility on value co-creation. The mediation effect is further moderated by the relationship dependence that buyers have on the seller.

The cross-sectional survey used cannot establish causality relationships. Although the goal was not to establish causality, it could limit the rigor of the study. The longitudinal design could be used in the future to better address this deficiency. While the paper is the initial step to analyze the factors influencing value co-creation empirically, more studies could examine other commonly discussed constructs.

This empirical study enriches the value co-creation literature by examining the antecedents’ detailed mechanism that facilitates value co-creation in a B2B context.

The purpose of this paper is to explore shared workspace and professional learning community (PLC) interactions in schools. The collaborative culture and PLCs were parts of the school culture. The collaborative culture of each school was designed to ensure teachers share intellectual and physical contributions in learning to investigate the impact of teaching and learning on students. The workspace overlap for teachers was part of the culture of each school and a function of the PLC interactions. PLCs provided opportunities for collaboration and therefore opportunities to share intellectual and physical workspace.

A grounded theory research approach was taken to this investigation, primarily because of the common experiences of educators in schools (Creswell, 2013). Collaborative process between educators in schools was qualitatively investigated as a function of PLC interactions. In all, three communities, five schools, and 70 educators were purposefully selected to participate. Data were collected, including semi-structured interviews, observations, artifacts, and researcher field notes.

The workspace interactions include shared leadership, decision making, teaching and learning practice, and accountability measures. Attributes and characteristics of effective collaboration and PLCs greatly affect the outcomes of PLCs. An emergent framework is provided that includes attributes of effective collaboration and the characteristics of effective PLCs that merge into intellectual and physical shared workspace.

This paper focuses on the connections between PLCs, school culture, and professional educator collaboration. This paper proposes to provide a unique model called the shared workspace. The model combines the intellectual and physical aspects of group members to ensure the effectiveness of collaborative systems that promote quality practice in schools through functional PLCs as part of a positive school culture. This paper further offers extensions to the shared leadership concept (Carpenter, 2015) in how schools, administrators, and teachers should work together, thus more collaboratively through a continuous improvement process of the school as a workplace and a learning organization.

It is suggested that, to be successful, innovation teams should be small and consist of people with key expertise who want to participate and develop new solutions within their organisations. When it comes to conducting innovation work, I suggest shared leadership may be a factor influencing success. In this chapter, a theoretical framework is presented on the shared leadership of innovation teams. The key to establishing shared leadership in innovation teams is to plan for it as the team is created, not after the team has already been formed, as this may result in various problems in the intended innovation project. The proposed framework details key aspects to consider; some of which are related to external factors such as management and resources, and some to internal factors such as the team’s size, competencies, and their ability to develop norms and ways of working together. The proposed framework is applicable for managers, innovation leaders, and team members, and contributes to previous research on shared leadership and innovation leadership. Further research on the proposed framework is suggested.

Prior research has drawn from entrepreneurial practice to conceptualize a variety of discreet narrative types. Research has also demonstrated that narratives are a practical and useful tool for entrepreneurs in many stages of the entrepreneurial process. This paper proposes a new narrative, shared narrative, and a conceptual model for how entrepreneurs might build such a narrative that is strategic in nature.

First, the authors review the types of narrative and introduce shared narrative as an account that narrativizes both the entrepreneur and relevant stakeholders. Then, integrating theoretical concepts from constitutive rhetoric and value co-creation, the authors introduce a conceptual framework as a three-stage process guide for entrepreneurs to build shared narratives for strategic stakeholder engagement. Leveraging the power of shared roles and salient values as the key to pre-story building process, the intended audience of the story (i.e. consumer, investor) is present from the inception of the story and integral to its success.

The authors assert that entrepreneurs need to adopt a shared narrative approach for strategic purposes. Further, the development of a shared narrative begins at the pre-story process of co-creation, focused on identifying the roles and values entrepreneurs share with their various stakeholders. Incorporating these shared roles and salient values into the entrepreneurial narrative will result in a narrative that is compelling, authentic and adaptable to different stages of the entrepreneurial process and for multiple stakeholder audiences. Post-story, this authentic narrative will result in higher levels of engagement from both the audience and the entrepreneur in the form of reciprocal action.

This paper proposes a new narrative and provides a structured process to support entrepreneurs in building shared narratives for strategic engagement with a wide range of stakeholders.

As part of the globalizing work environment, new forms of organizations have emerged, ranging from international to multinational and transnational organizations. These forms of organizations require high levels of cross-national interdependence, and often the formation of multicultural teams (MCTs), nested within multinational organizations. Employees who operate in the global multinational context should share common meanings, values, and codes of behaviors in order to effectively communicate with each other and coordinate their activities. What helps global multicultural team members create the social glue that connects them to each other, above and beyond the national cultures to which they belong? We propose that a more macro-level meaning system of a global work culture, which is the shared understanding of the visible rules, regulations, and behaviors, and the deeper values and ethics of the global work context, that is formed outside of the level of national cultures, binds members of MCTs. At the individual level, the representation of these global work values in the self leads to the emergence of a global identity, which is an individual's sense of belonging to and identification with groups (such as MCTs), operating in the global work environment of multinational organizations. The chapter focuses on the potential influence of a global work culture, and of a global identity on the effectiveness of MCTs.

The purpose of this paper is to evaluate the impact of scientific data in order to assess the reliability of data to support data curation, to establish trust between researchers to support reuse of digital data and encourage researchers to share more data.

The authors compared the correlations between usage counts of associated data in Dryad and citation counts of articles in Web of Science in different subject areas in order to assess the possibility of using altmetric indicators to evaluate scientific data.

There are high positive correlations between usage counts of data and citation counts of associated articles. The citation counts of article’s shared data are higher than the average citation counts in most of the subject areas examined by the authors.

The paper suggests that usage counts of data could be potentially used to evaluate scholarly impact of scientific data, especially for those subject areas without special data repositories.

The study examines the possibility to use usage counts to evaluate the impact of scientific data in a generic repository Dryad by different subject categories.

The purpose of this study is to offer an integrated literature review of shared services’ organizational structures by specifically focusing on centralization, specialization, control, and formalization mechanisms.

A sample consisting of 103 empirical and conceptual articles, identified in a structured literature search in Science Direct and Scopus, was analyzed. The focus was on exploring the structural dimensions of shared services in various fields: Supply Chains, Finance, Human Resource Management, and Information Technologies. Findings from the selected articles were codified alongside the structural dimensions drawn from contingency theory.

Most of the papers identified were concerned with the Human Resource function or with Accounting and Finance in the private sector. Purchasing was only mentioned in a few general articles and Marketing not represented at all, even though the literature suggests that shared services do exist in this field. This uneven distribution across fields, as well as the reality that many articles fail to make clear divisions between disciplines, is hardly conducive to identifying trends for individual disciplines, and only general trends for each dimension could be identified. Although centralization was one of the most discussed dimensions, there was no consensus as to whether shared services should be centralized or decentralized. Standardization and formalization were both found to be highly important, although a need for customization was also emphasized.

Future research should be oriented toward the structural dimensions of shared services in a broader range of fields as current findings are dominated by the Human Resource function. Another implication of our findings is that scholars could usefully test empirically the dimensions, especially those where opinions differed the most: centralization and specialization.

Earlier conceptualizations noted that the mixed shared service outcomes stem from the diversity in governance and several contingency factors. This work continues the exploration of the contingency factors and mechanisms that, through integration, allow shared services to respond to the environmental uncertainty. The value of this chapter is in examining the structures of different functional types of shared services that are reported as successful in the literature, thus offering an overview of best practices in organizing shared services.

Human group behavior is the driving force behind many complex social and economic phenomena. Few studies have integrated multi-dimensional travel patterns and city interest points to construct urban security risk indicators. This paper combines traffic data and urban alarm data to analyze the safe travel characteristics of the urban population. The research results are helpful to explore the diversity of human group behavior, grasp the temporal and spatial laws and reveal regional security risks. It provides a reference for optimizing resource deployment and group intelligence analysis in emergency management.

Based on the dynamics index of group behavior, this paper mines the data of large shared bikes and ride-hailing in a big city of China. We integrate the urban interest points and travel dynamic characteristics, construct the urban traffic safety index based on alarm behavior and further calculate the urban safety index.

This study found significant differences in the travel power index among ride-sharing users. There is a positive correlation between user shared bike trips and the power-law bimodal phenomenon in the logarithmic coordinate system. It is closely related to the urban public security index.

Based on group-shared dynamic index integrated alarm, we innovatively constructed an urban public safety index and analyzed the correlation of travel alarm behavior. The research results fully reveal the internal mechanism of the group behavior safety index and provide a valuable supplement for the police intelligence analysis.

Data sharing is widely thought to help research quality and efficiency. Data sharing mandates are increasingly being adopted by journals and the purpose of this paper is to assess whether they work.

This study examines two evolutionary biology journals, Evolution and Heredity, that have data sharing mandates and make extensive use of Dryad. It uses a quantitative analysis of presence in Dryad, downloads and citations.

Within both journals, data sharing seems to be complete, showing that the mandates work on a technical level. Low correlations (0.15-0.18) between data downloads and article citation counts for articles published in 2012 within these journals indicate a weak relationship between data sharing and research impact. An average of 40-55 data downloads per article after a few years suggests that some use is found for shared life sciences data.

The value of shared data uses is unclear.

Data sharing mandates should be encouraged as an effective strategy.

This is the first analysis of the effectiveness of data sharing mandates.

This paper aims to propose a structured threat information expression (STIX)-based data representation for privacy-preserving data analysis to report format and semantics of specific data types and to represent sticky policies in the format of embedded human-readable data sharing agreements (DSAs). More specifically, the authors exploit and extend the STIX standard to represent in a structured way analysis-ready pieces of data and the attached privacy policies.

The whole scheme is designed to be completely compatible with the STIX 2.0 standard for cyber-threat intelligence (CTI) representation. The proposed scheme will be implemented in this work by defining the complete scheme for representing an email, which is more expressive than the standard one defined for STIX, designed specifically for spam email analysis.

Moreover, the paper provides a new scheme for general DSA representation that has been practically applied for the process of encoding specific attributes in different CTI reports.

Because of the chosen approach, the research results may have limitations. Specifically, current practice for entity recognition has the limitation that was discovered during the research. However, its effect on process time was minimized and the way for improvement was proposed.

This paper has covered the existing gap including the lack of generality in DSA representation for privacy-preserving analysis of structured CTI. Therefore, the new model for DSA representation was introduced, as well as its practical implementation.