In other words, Mill's canons do not allow for multicausality of the phenomenon. 1. In 2003, the first article using the fsQCA variant was published. The current version of fsQCA (Ragin, 2008) applies the fuzzy set to QCA. Welcome to this massive open online course (MOOC) about Qualitative Comparative Analysis (QCA). In real-life complex societal processes, QCA enables the identification of multiple sets of conditions that are consistently associated with a particular output value in order to explore for causal predictors. Citations depending on the field of study and average citations. Accompanying a description of the data, we explain the circumstances which possibly led to this evolution. 15. QCA is a method that bridges qualitative and quantitative analysis: Most aspects of QCA require familiarity with cases, which in turn demands in-depth knowledge. 8. This study uses the technique to explore the relevance of an analytic method to identify cause and effect relationships: QCA. El estudio está organizado en dos partes: La primera parte consiste en un análisis general del uso del Análisis Cualitativo Comparado (QCA); en la segunda parte se presenta un análisis bibliométrico del uso del QCA que examina las especificidades de las publicaciones científicas que aplican esta metodología. Only 21% were published in non SCI journals. COMPASSS (COMPArative Methods for Systematic cross-caSe analySis) is a global network which brings together researchers and professionals who share the same interest in theoretic, methodological, and practical advances related to a systematic comparative research approach to the use of configurational logic, the existence of multiple causality, and the importance of defining universes carefully. Table 1. As this is a logical (deterministic) and not a statistical (probabilistic) technique, with "crisp-set" QCA (csQCA), the original application of QCA, variables can only have two values, which is problematic as the researcher has to determine the values of each variable. Computers & Education 69 (0): 148-58. The drawback to these methods is the impossibility of generalizing the results to other similar cases. Sukhov et al. That is, a condition might be presented as a necessary cause in a configuration by emerging in the same cases in which the true necessary cause would appear had it been considered in the study. Thus, fsQCA is overtaking its predecessors (csQCA and mvQCA) due to the advantages it offers for configuring causal conditions based on the degree of membership rather than on categorical memberships as in csQCA and mvQCA. JIK publishes content in the form of theoretical articles, empirical studies employing quantitative or qualitative methods, practice-oriented papers, teaching-oriented papers, case studies, book reviews, conference reports, short articles on current trends in science and society, abstracts of recent innovation and knowledge PhDs, and shorter opinion-based and review articles, commentaries, and debates. The platform provides a space for dialog and fruitful confrontations between qualitative (case-oriented) and quantitative (based on variables) methods, and a stage for the integration of these methods to progress in the development and application of approaches, methods, and original techniques, all aimed at developing a comprehensive approach to systematic comparative analysis of sets. Knowledge- and innovation-based systems, products, and processes. Set-theoretic methods for the social sciences: A guide to qualitative comparative analysis. For their part, Fiss, Sharapov, and Cronqvist (2013) propose integrating the regression analysis framework with QCA to avoid eliminating possible drawbacks such as the omission of variables. El curso pretende ser una primera aproximación a esta metodología. In statistics, qualitative comparative analysis (QCA) is a data analysis technique for determining which logical conclusions a data set supports. Basurto 2013), Tourism (e.g. Romme 1995; Kask and Linton 2013), Project Management (e.g. 1). Globalization in innovation and knowledge. The last column in Table 1 presents the percentage of citations per article. 2). The Programmatic Emergence of the Social Security State. JIK has a broad scope to the following areas: qualitative comparative analysis. The use of bibliometrics with a method as a subject of study is novel and makes a contribution to the literature. Number of articles published with QCA per year. 522-534. International Journal of Social Research Methodology, 16(2), 165-166. JIK welcomes papers on innovations that improve the quality of knowledge or that can be used to develop knowledge. However, since 2001, the number of articles published using this method has increased exponentially from 5 to almost 20 in three years, and to more than 70 in 2015, to a total of 134 articles published in (2014 and first half 2015). Global Environmental Change 23 (3): 573-87. Age for Leisure? Stevenson, William B., and Danna Greenberg. The number of rows in a truth table is defined by 2k, where k is the number of causal conditions. A bibliometric overview of the Journal of Business Research between 1973 and 2014. ANALYSIS (QCA) Qualitative Comparative Analysis (QCA) is a methodology that enables the analysis of multiple cases in complex situations. The field has grown exponentially since the advent of the Internet which facilitated communication among researchers around the world, and has enabled faster access to the contributions in a given area. Journal of Gambling Studies, 28 (2012), pp. The technique originally focused on small samples but further development has allowed its application to broader contexts. However, currently, in addition to being based on case studies QCA focuses on analysis of empirical data for the generalization of analyses taking into account possible replication in subsequent studies, and constructing logical propositions as a result of the qualitative study of the phenomenon in question (Ragin, 1987; Ragin, 2000; Woodside & Zhang, 2012). Applications of QCA were initially focused on case studies. Long-Run Development and the Legacy of Colonialism in Spanish America. An overview of qualitative comparative analysis: A bibliometric analysis, Una visión general del analísi comparativo y cualitativo: Un análisis bibliométrico. causation). A system of logic, ratiocinative and inductive. Qualitative Comparative Analysis Und Fuzzy Sets: Amazon.es: Schneider, Carsten Q: Libros en idiomas extranjeros ∞ Seminal works: ∞ Ragin, C.C. Journal of the Association for Information Science and Technology, (2016). CsQCA uses categorical conditions based on a dichotomy, assigning the values 1 – full membership, or 0 – full non-membership, to each condition. Longmans, Green, Reader, and Dyer, (1843). However, use of fsQCA is not far behind (Fig. Qualitative Comparative Analysis (QCA) is a means of analysing the causal contribution of different conditions (e.g. Nuestros resultados muestran las diferencias en términos cuantitativos de las tres versiones de la metodología: fsQCA, csQCA y mvQCA. University of Chicago Press, (2008), pp. Business & Society, 44 (2005), pp. CsQCA was introduced in 1987 when there was no similar method in existence. In recent years, the adoption of qualitative comparative analysis (QCA), which uses Boolean logic, has been growing, substituting traditional correlation methods to establish causal conditions related to a particular result (Ragin & Fiss, 2008; Ragin, 1987; Ragin, 2000; Ragin, 2008; Vis, 2012; Woodside, 2016). This method is effectively and parsimoniously able to address the challenges described in the previous paragraph, and offers results which complement and enrich the state of the art. Fuzzy set QCA aims to handle variables, such as GDP per capita, where the number of categories, decimal values of monetary units, becomes too large to use mvQCA, or in cases were uncertainty or ambiguity or measurement error in the classification of a case needs to be acknowledged.[10]. 1. Easy to follow. Knowledge and innovation in organizations and their behaviors. Although historically QCA has been used for small- or medium-N, Emmenegger, Schraff, and Walter (2014) maintain that the method is applicable to research using survey data. Additionally, the selected conditions must be validated for all or most of the population constituting the study, and the evaluation criteria must be applicable to them. "Does Technology have an Impact on Learning? This is common in areas with a high degrees of interdisciplinarity. Crisp-Set QCA can be considered a special case of Multi-value QCA. Listar por palabra clave "Violence,Qualitative comparative analysis" RiuNet: Repositorio Institucional de la Universidad Politécnica de Valencia [6] Chris Krogslund, Donghyun Danny Choi, and Mathias Poertner further demonstrate that QCA results are highly sensitive to minor parametric and model-susceptibility changes and are vulnerable to type I error. However, the analysis of topics or subject areas is not the only goal of bibliometric analysis. It can help explain why change happens in some cases but not others. [5], Statistical methodologists have argued that QCA's strong assumptions render its findings both fragile and prone to type I error. J.M. The two most common variants of QCA are presented below: fuzzy-set (fsQCA) and crisp-set (csQCA). Alongside organization of this international resource platform, the main group in COMPASSS arranges seminars, manages a data file, publishes research, and participates in the development of software for the application of this methodology. Individual and Institutional Employment Patterns: Two Approaches to Understanding Control of Voluntary and Involuntary Job Shifts among Germans and Foreigners from 1991 to 1996. In doing so, JIK ensures that such studies reach a global readership of scholars, consultants, practitioners, international leaders, and policymakers who recognize the importance of innovation and knowledge as economic drivers and who base their decisions on new ideas and findings in innovation and knowledge. 12. 3. 4. 2645-2653. In statistics, qualitative comparative analysis (QCA) is a data analysis technique for determining which logical conclusions a data set supports. 5. Issues that affect the developers of education systems and educators who implement and manage innovations and knowledge. Journal of Innovation & Knowledge, Journal of Innovation and Knowledge 2 (2017) 45-7, Journal of Innovation and Knowledge 2 (2017) 10-4, Copyright © 2021 Elsevier, except certain content provided by third parties. The limited popularity of mvQCA is based on its introduction as a modest alternative to csQCA which improved some aspects related to rigidity but did not resolve them completely. 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