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JournalISSN: 0955-534X

European Business Review 

Emerald Publishing Limited
About: European Business Review is an academic journal published by Emerald Publishing Limited. The journal publishes majorly in the area(s): European union & Competitive advantage. It has an ISSN identifier of 0955-534X. Over the lifetime, 1210 publications have been published receiving 39919 citations. The journal is also known as: EBR.


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Journal ArticleDOI
TL;DR: A comprehensive overview of the considerations and metrics required for partial least squares structural equation modeling (PLS-SEM) analysis and result reporting can be found in this paper, where the authors provide an overview of previously and recently proposed metrics as well as rules of thumb for evaluating the research results based on the application of PLSSEM.
Abstract: The purpose of this paper is to provide a comprehensive, yet concise, overview of the considerations and metrics required for partial least squares structural equation modeling (PLS-SEM) analysis and result reporting. Preliminary considerations are summarized first, including reasons for choosing PLS-SEM, recommended sample size in selected contexts, distributional assumptions, use of secondary data, statistical power and the need for goodness-of-fit testing. Next, the metrics as well as the rules of thumb that should be applied to assess the PLS-SEM results are covered. Besides presenting established PLS-SEM evaluation criteria, the overview includes the following new guidelines: PLSpredict (i.e., a novel approach for assessing a model’s out-of-sample prediction), metrics for model comparisons, and several complementary methods for checking the results’ robustness.,This paper provides an overview of previously and recently proposed metrics as well as rules of thumb for evaluating the research results based on the application of PLS-SEM.,Most of the previously applied metrics for evaluating PLS-SEM results are still relevant. Nevertheless, scholars need to be knowledgeable about recently proposed metrics (e.g. model comparison criteria) and methods (e.g. endogeneity assessment, latent class analysis and PLSpredict), and when and how to apply them to extend their analyses.,Methodological developments associated with PLS-SEM are rapidly emerging. The metrics reported in this paper are useful for current applications, but must always be up to date with the latest developments in the PLS-SEM method.,In light of more recent research and methodological developments in the PLS-SEM domain, guidelines for the method’s use need to be continuously extended and updated. This paper is the most current and comprehensive summary of the PLS-SEM method and the metrics applied to assess its solutions.

6,220 citations

Journal ArticleDOI
TL;DR: Partial least squares (PLS) is an evolving approach to structural equation modeling (SEM), highlighting its advantages and limitations and providing an overview of recent research on the method across various fields as discussed by the authors.
Abstract: Purpose – The authors aim to present partial least squares (PLS) as an evolving approach to structural equation modeling (SEM), highlight its advantages and limitations and provide an overview of recent research on the method across various fields Design/methodology/approach – In this review article, the authors merge literatures from the marketing, management, and management information systems fields to present the state-of-the art of PLS-SEM research Furthermore, the authors meta-analyze recent review studies to shed light on popular reasons for PLS-SEM usage Findings – PLS-SEM has experienced increasing dissemination in a variety of fields in recent years with nonnormal data, small sample sizes and the use of formative indicators being the most prominent reasons for its application Recent methodological research has extended PLS-SEM's methodological toolbox to accommodate more complex model structures or handle data inadequacies such as heterogeneity Research limitations/implications – While rese

5,191 citations

Journal ArticleDOI
TL;DR: In this paper, the authors analyze the meaning of a service logic as a logic for consumption and provision, respectively, and explore the consequences for value creation and marketing, and conclude that value-in-exchange in essence concerns resources used as a value foundation which are aimed at facilitating customers' fulfilment of value in use.
Abstract: Purpose – In the discussion on service‐dominant logic and its consequences for value creation and marketing the inner meaning of the value‐in‐use notion and the nature of service marketing have not been considered thoroughly. The purpose of this paper is to analyze the meaning of a service logic as a logic for consumption and provision, respectively, and explore the consequences for value creation and marketing.Design/methodology/approach – Being a research‐based paper, the topic is approached by theoretical analysis and conceptual development.Findings – Discussing the differences between value‐in‐exchange and value‐in‐use, the paper concludes that value‐in‐exchange in essence concerns resources used as a value foundation which are aimed at facilitating customers' fulfilment of value‐in‐use. When accepting value‐in‐use as a foundational value creation concept customers are the value creators. Adopting a service logic makes it possible for firms to get involved with their customers' value‐generating proces...

1,792 citations

Journal ArticleDOI
TL;DR: FIMIX-PLS offers a means to identify and treat unobserved heterogeneity in PLS-SEM and is particularly useful for determining the number of segments to extract from the data.
Abstract: Purpose – The purpose of this paper is to provide an overview of unobserved heterogeneity in the context of partial least squares structural equation modeling (PLS-SEM), its prevalence and challenges for social science researchers. Part II – in the next issue (European Business Review, Vol. 28 No. 2) – presents a case study, which illustrates how to identify and treat unobserved heterogeneity in PLS-SEM using the finite mixture PLS (FIMIX-PLS) module in the SmartPLS 3 software. Design/methodology/approach – The paper merges literatures from various disciplines, such as management information systems, marketing and statistics, to present a state-of-the-art review of FIMIX-PLS. Based on this review, the paper offers guidelines on how to apply the technique to specific research problems. Findings – FIMIX-PLS offers a means to identify and treat unobserved heterogeneity in PLS-SEM and is particularly useful for determining the number of segments to extract from the data. In the latter respect, prior applicati...

516 citations

Journal ArticleDOI
TL;DR: In this article, the relationship between corporate social responsibility (CSR) and the economic performance of corporations was investigated. But, the relationships were weak and lacked an overall consistency, and the results supported the conclusion that (past, concurrent and subsequent) economic performance is related to both CSR performance and disclosure.
Abstract: This paper investigates the relationship between corporate social responsibility (CSR) and the economic performance of corporations. It first examines the theories that suggest a relationship between the two. To test these theories, measures of CSR performance and disclosure developed by the New Consumer Group were analysed against the (past, concurrent and subsequent to CSR performance period) economic performance of 56 large UK companies. Economic performance included: financial (return on capital employed, return on equity and gross profit to sales ratios); and capital market performance (systematic risk and excess market valuation). The results supported the conclusion that (past, concurrent and subsequent) economic performance is related to both CSR performance and disclosure. However, the relationships were weak and lacked an overall consistency. For example, past economic performance was found to partly explain variations in firms’ involvement in philanthropic activities. CSR disclosure was affected (positively) by both a firm’s CSR performance and its concurrent financial performance. Involvement in environmental protection activities was found to be negatively correlated with subsequent financial performance. Whereas a firm’s policies regarding women’s positions seem to be more rewarding in terms of positive capital market responses (performance) in the subsequent period. Donations to the Conservative Party were found not to be related to companies’ (past, concurrent or subsequent) financial and/or capital performance.

394 citations

Performance
Metrics
No. of papers from the Journal in previous years
YearPapers
202333
202236
202134
202067
201950
201838