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"Comparative analysis"
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The combined use of symmetric and asymmetric approaches: partial least squares-structural equation modeling and fuzzy-set qualitative comparative analysis
Purpose
This study aims to propose guidelines for the joint use of partial least squares structural equation modeling (PLS-SEM) and fuzzy-set qualitative comparative analysis (fsQCA) to combine symmetric and asymmetric perspectives in model evaluation, in the hospitality and tourism field.
Design/methodology/approach
This study discusses PLS-SEM as a symmetric approach and fsQCA as an asymmetric approach to analyze structural and configurational models. It presents guidelines to conduct an fsQCA based on latent construct scores drawn from PLS-SEM, to assess how configurations of exogenous constructs produce a specific outcome in an endogenous construct.
Findings
This research highlights the advantages of combining PLS-SEM and fsQCA to analyze the causal effects of antecedents (i.e., exogenous constructs) on outcomes (i.e., endogenous constructs). The construct scores extracted from the PLS-SEM analysis of a nomological network of constructs provide accurate input for performing fsQCA to identify the sufficient configurations required to predict the outcome(s). Complementing the assessment of the model’s explanatory and predictive power, the fsQCA generates more fine-grained insights into variable relationships, thereby offering the means to reach better managerial conclusions.
Originality/value
The application of PLS-SEM and fsQCA as separate prediction-oriented methods has increased notably in recent years. However, in the absence of clear guidelines, studies applied the methods inconsistently, giving researchers little direction on how to best apply PLS-SEM and fsQCA in tandem. To address this concern, this study provides guidelines for the joint use of PLS-SEM and fsQCA.
Journal Article
Studying configurations with qualitative comparative analysis
Qualitative comparative analysis is increasingly applied in strategy and organization research. The main purpose of our essay is to support this growing community of qualitative comparative analysis scholars by identifying best practices that can help guide researchers through the key stages of a qualitative comparative analysis empirical study (model building, sampling, calibration, data analysis, reporting, and interpretation of findings) and by providing examples of such practices drawn from strategy and organization studies. Coupled with this main purpose, we respond to Miller’s essay on configuration research by highlighting our points of agreement regarding his recommendations for configurational research and by addressing some of his concerns regarding qualitative comparative analysis. Our article thus contributes to configurational research by articulating how to leverage qualitative comparative analysis for enriching configurational theories of strategy and organization.
Journal Article
CEO compensation in relation to worker compensation across countries: The configurational impact of country-level institutions
Executive compensation and its relation to that of rank and file employees are vital areas of strategy research. This study contributes to our understanding of cross-national differences in executive compensation by exploring how key formal and informal country-level institutions of social power structures combine to shape CEO and worker compensation across countries as well as the resulting pay dispersion. Analyzing data spanning 54 countries using the configurational approach fuzzy set Qualitative Comparative Analysis (fsQCA), the study also explores the causal asymmetry underlying compensation outcomes by investigating institutional configurations linked to high CEO compensation, high worker pay, and high pay dispersion and those configurations linked to the absence of these outcomes. The article concludes by discussing the study's implications for theory and research on executive compensation.
Journal Article
Transition from waste management to circular economy: the European Union roadmap
In the last twenty years, the European Union (EU) has enhanced Waste Management (WM) strategies toward Circular Economy (CE). Starting from the previous analysis carried out by Fabrizi and Sospiro (Waste Management in Europe: A Comparative Study of the main EU countries: Methodology and Evaluation of Local Waste Management System, Lambert Publisher, Saarbücken, Germany, 2017), this article analyses firstly EU Member States (MSs) Roadmap toward Sustainable Waste Management (SWM) and secondly to CE. The research relied on Kirchherr et al. (Kirchherr in Ecological Economics 150:264–272, 2018) study which identified four barriers to CE (cultural, regulatory, market failure, and technological). The regulatory framework has been analysed. Four case studies (France, FR, Germany, DE, Italy, IT, the Netherlands, NL) have been selected to investigate: criteria, methodologies, policies, implementation and outcomes on SWM at national level. In addition, given MSs coordination at EU level the research aimed at analysing whether is there any convergence in terms of policies and achievements. The study considered recent findings on CE, Eurostat data, and Eurostat Circular Material Use (CMU) indicator. The analysis revealed SWM positive results, which seem to confirm a certain degree of convergence between EU-MSs that consists in a positive cascade mechanism from advanced toward less advanced MSs. In spite of this, EU countries need a further step in order to close materials’ loops. Larger quantity of Secondary Raw Materials (SRMs) should return to manufacture, and this requires stronger intervention that goes beyond the waste sector. In light of this, the EU Commission recently entrusted the Joint Research Centre (JRC) to assess and compare the environmental impacts of alternative feedstock for plastic products. This reveals EU attempt to re-balance the intervention on CE, by striving new products’ design approaches.
Journal Article
Prosodic studies : challenges and prospects
\"Prosody is one of the core components of language and speech, indicating the information about syntax, turn-taking in conversation, types of utterance, such as questions or statements, as well as speakers' attitudes and feelings. This edited volume takes studies in prosody on Asian languages as well as examples from other languages. It brings together the most recent research in the field and also charts the influence on such diverse fields as multi-media communication and SLA. Intended for a wide audience of linguists that includes neighbouring disciplines such as computational sciences, psycholinguists, and specialists in language acquisition, Prosodic Studies is also ideal for scholar and researchers those working in intonation who want a complement of information on specifics\"--Provided by publisher.
Book
Qualitative Comparative Analysis (QCA) In Information Systems Research: Status Quo, Guidelines, and Future Directions
Qualitative comparative analysis (QCA) allows researchers to study how configurations of conditions lead to outcomes and, thereby, richly explain the dynamics of complex digital phenomena. To advance discussion on QCA in the information systems (IS) discipline, we introduce its fundamental concepts and offer guidelines for authors on how to apply QCA to advance IS research. We also provide checklists for reviewers of QCA papers. We illustrate how to apply our guidelines through two exemplar studies. In the first exemplar study, we focus on IT-business strategic alignment to study the influence that different forms of alignment have on firm performance. In the second exemplar study, we use the perspective of the integrated technology acceptance model to explain an individual’s intention to use a digital assistant. The contrasting results from both studies highlight how to use QCA to derive robust and reproducible results. By doing so, we contribute to encouraging IS scholars to use QCA to develop sophisticated models that accurately depict real-world IS phenomena.
Journal Article