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This paper is the main section on quantitative data analysis. It explains the concepts at a greater detail to help non-Math/Stat scholars to understand the basics easily. Proper data analysis is critical to any research. If data are not properly analyzed, then it may give results which either cannot be properly interpreted or wrongly interpreted. This section covers univariate, multivariate analysis and then, factor analysis, cluster analysis, conjoint analysis, and multidimensional scaling (MDS) techniques.

This study draws on the natural resource-based view to analyze the effects of technologies, managerial commitment, and firm strategy on sustainability performance, in terms of both environmental and social profits. It also examines how the effect of green technologies on sustainability performance can be triggered by a managerial commitment to sustainability issues, and by the adoption of a prospector strategy. Multiple linear regression was used to test research hypotheses on a sample of 426 Spanish tourism firms. The results provide important insights into the importance of the adoption of explorer strategies fostering the strategic exploitation of green technologies to obtain new efficient processes, organizational procedures, and products. This research also shows the contingent moderating effect that managerial commitment exerts on the strategic implementation of green technologies for sustainability performance.

Purpose – This article examines the operating lease cost stickiness characteristics exhibited by retail firms.

Methodology/approach – Anderson, Banker, and Janakiraman (2003) laid important groundwork for the study of asymmetric cost behavior or cost stickiness. The authors found that a firm’s selling, general, and administrative costs (SG&A) costs increase more with a sales increase than those expenses decrease with an equivalent sales decline. Their findings provided avenues for many studies with differing focal variables; however, extant research has not explored the degree of cost stickiness associated with operating lease expenses. Recognizing the nature and magnitude of operating leases and the competitive and changing environment for retailers, this study adapts Anderson et al.’s (2003) model to provide insights into operating lease stickiness. The study uses archival financial data from 1997 through 2016 for specialty retail firms in testing the lease cost stickiness hypotheses.

Findings – The results of this study supported the hypotheses that operating lease expenses exhibit stickiness behavior and are relatively stickier than future lease commitments for retail firms.

Originality/value – By focusing on retail firms and related lease expenses, this study provides insights into the increasingly competitive retailer environment. This article’s findings will enhance understanding of how specialty retail firms’ managers react to reduced revenues. Finally, given recent authoritative pronouncements affecting accounting for leases and the significance of leasing transactions, research providing insights into cost behavior and managerial actions stands to make an important contribution to literature and practice.

For work organizations and their members, establishing and maintaining mutually satisfying employment relationships is a fundamental concern. The importance that scholars attach to employment relationships is reflected in research streams that explore the optimal design of strategic human resource management systems, the nature of psychological contract fulfillment and violation, and the factors associated with achieving person-environment fit, among others. Generally missing from theory and research pertaining to employment relationships is the perspective of individuals who reside at the employee-employer interface – managerial leaders. We argue that, for managerial leaders, a pervasive concern involves the tangible and intangible resource requirements of specific employees. We then provide the groundwork for study of the leader’s perspective on employment relationships by proposing a model that identifies how employees come to be perceived as low versus high maintenance and how these perceptions, in turn, influence leader cognition, affect, and behavior.

This chapter takes a critical look at the use of quantitative indicators, operationalised in tools such as a Balanced Scorecard (BSC), in public sector management. The selection of information on which to manage an organisation is a difficult question for any organisation; however, this is particularly difficult in the public sector. Where most private organisations ultimately have one unambiguous goal, public organisations’ objectives are more complex. Using a case study of the public services division of the municipality of Amsterdam, the chapter explores the way in which quantitative data are used, and uncovers five challenges in the management information cycle, focusing on (1) the limited scope of insights that can be expressed in quantitative data, (2) steering or accounting for the performance of an organisation, (3) the social goals that are inherently part of public organisations’ objectives, (4) the ethical dimension of the ever larger body of information that can be measured and (5) the acknowledgement of the difference between regular and custom services. Based on these findings the chapter works towards a new structure for management information (and communication), looking to overcome the above-mentioned challenges.

This chapter analyses how the six undergraduate programmes in communication management in Flanders (Belgium) refer to or include management in their curricula in order to support the career plans of their students. As communication is inherently integrated in business courses, it will attempt to determine how management is included in BAs in communication management, and how it is defined both from the perspective of the programme responsible and of practitioners’. It proposes a six-point model for a ‘managerial attitude’ extracted from the interviews and reflections of the practitioners’ managerial needs for public relations to be embedded in a company’s policy and brought on the board’s agenda when strategic decisions are made.

The strategic management literature emphasizes the concept of business intelligence (BI) as an essential competitive tool. Yet the sustainability of the firms’ competitive advantage provided by BI capability is not well researched. To fill this gap, this study attempts to develop a model for successful BI deployment and empirically examines the association between BI deployment and sustainable competitive advantage. Taking the telecommunications industry in Malaysia as a case example, the research particularly focuses on the influencing perceptions held by telecommunications decision makers and executives on factors that impact successful BI deployment. The research further investigates the relationship between successful BI deployment and sustainable competitive advantage of the telecommunications organizations. Another important aim of this study is to determine the effect of moderating factors such as organization culture, business strategy, and use of BI tools on BI deployment and the sustainability of firm’s competitive advantage.

This research uses combination of resource-based theory and diffusion of innovation (DOI) theory to examine BI success and its relationship with firm’s sustainability. The research adopts the positivist paradigm and a two-phase sequential mixed method consisting of qualitative and quantitative approaches are employed. A tentative research model is developed first based on extensive literature review. The chapter presents a qualitative field study to fine tune the initial research model. Findings from the qualitative method are also used to develop measures and instruments for the next phase of quantitative method. The study includes a survey study with sample of business analysts and decision makers in telecommunications firms and is analyzed by partial least square-based structural equation modeling.

The findings reveal that some internal resources of the organizations such as BI governance and the perceptions of BI’s characteristics influence the successful deployment of BI. Organizations that practice good BI governance with strong moral and financial support from upper management have an opportunity to realize the dream of having successful BI initiatives in place. The scope of BI governance includes providing sufficient support and commitment in BI funding and implementation, laying out proper BI infrastructure and staffing and establishing a corporate-wide policy and procedures regarding BI. The perceptions about the characteristics of BI such as its relative advantage, complexity, compatibility, and observability are also significant in ensuring BI success. The most important results of this study indicated that with BI successfully deployed, executives would use the knowledge provided for their necessary actions in sustaining the organizations’ competitive advantage in terms of economics, social, and environmental issues.

This study contributes significantly to the existing literature that will assist future BI researchers especially in achieving sustainable competitive advantage. In particular, the model will help practitioners to consider the resources that they are likely to consider when deploying BI. Finally, the applications of this study can be extended through further adaptation in other industries and various geographic contexts.

This chapter asks how we can understand the managerial practices in open innovation, a recently popularized way of organizing innovative work. Open innovation implies opening up the borders of the organization, creating a context where conventional steering and managerial tools no longer apply. Utilizing a collaborative research approach, following an open innovation collaboration over 8 years, this chapter outlines the managerial practices that direct the collaboration. These practices are important for meaning making and identity creation in the collaboration and can be understood as a form of authorship, a continuous intervention strategy to manage, develop and change the organizational context.

Transitional governance trajectories – i.e. trajectories in which an established firm first engages in equity collaboration with an entrepreneurial firm and subsequently acquires the entrepreneurial firm – are becoming an increasingly popular strategy for established firms to get access to novel and pioneering technologies. In this chapter, we critically assess the existing literature on transitional governance trajectories. In particular, we rely on insights from the existing alliance and acquisition literature to question three implicit assumptions (i.e. established partner is the dominant partner in transitional governance trajectories; established partner behaves as a passive financial investor during pre-acquisition collaboration and post-acquisition integration is likely to proceed smoothly) that are applied by existing studies on transitional governance. On the basis of this critical assessment, we identify theoretical, methodological and managerial challenges for future research on transitional governance.

Prior research has tended to view cross-country distance as an obstacle. Yet, differences across countries are a key reason for firms to internationalize. To address this discrepancy, this paper puts forward a unifying framework which (1) synthesizes and delineates the different types of cross-country distance, (2) provides a logic for analyzing cross-level influences of distance on internationalization decisions, and (3) highlights the opportunities brought about by distance. The paper argues that firms are more likely to be able to realize these opportunities when they have internationally experienced managers and diverse, well-functioning top management teams at the helm. The paper also highlights the complex influences of distance, calling for the use of cognitive and behavioral research methodologies to further our understanding of the role of distance in internationalization. An illustrative example of Vodafone Group PLC is included.