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A Fuzzy-Set Qualitative Comparative Analysis of Publications on the Fuzzy Sets Theory

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  • Fernando Castelló-Sirvent

    (Department of Economics and Finance, ESIC Business & Marketing School, 46021 València, Spain
    Departamento de Organización de Empresas, Universitat Politècnica de València, 46022 València, Spain)

Abstract

The publication opportunities in science require knowing the existing gaps in the academic debate. In recent decades, scholars specializing in fuzzy theory and applied methodologies have experienced an unprecedented evolution of the field. The Sustainable Development Goals (SDGs) have shaped the way socio-technical transitions use fuzzy methodologies to solve environmental problems. This study conducts a systematic literature review of articles published in the Journal Citations Report on these specific fields. The Web of Science (Core Collection) was used and a database was assembled ( N = 1956) that allowed the evaluation of the evolution of the research agenda and detecting high-impact publication opportunities. A model of analysis of successful strategies in academic influence is proposed. The model is tested with a configurational methodology through fuzzy-set Qualitative Comparative Analysis (fsQCA). The conditions used are: number of authors, underlying interest of the researchers, standardized citations per year, age of the articles and link of the research with sustainability. The results are solid and inform five paths that ensure the success of academic publications in high-impact journals. The robustness of the model allows its extrapolation to other fields of research. The contribution of this article allows knowledge of the academic conversation and its research opportunities. In addition, it clarifies the different paths that guarantee high impact research articles. This article offers important recommendations for academics and journal editors, allowing them to guide and advise academic production in the scholarly debate of the future.

Suggested Citation

  • Fernando Castelló-Sirvent, 2022. "A Fuzzy-Set Qualitative Comparative Analysis of Publications on the Fuzzy Sets Theory," Mathematics, MDPI, vol. 10(8), pages 1-23, April.
    • Handle: RePEc:gam:jmathe:v:10:y:2022:i:8:p:1322-:d:794931
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    References listed on IDEAS

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    1. Charles C. Ragin & Paul Pennings, 2005. "Fuzzy Sets and Social Research," Sociological Methods & Research, , vol. 33(4), pages 423-430, May.
    2. Paul Pierce & Francesca Ricciardi & Alessandro Zardini, 2017. "Smart Cities as Organizational Fields: A Framework for Mapping Sustainability-Enabling Configurations," Sustainability, MDPI, vol. 9(9), pages 1-21, August.
    3. He-Yau Kang & Amy H. I. Lee & Yao-Chuan Chan, 2019. "An Integrated Fuzzy Multi-Criteria Decision-Making Approach for Evaluating Business Process Information Systems," Mathematics, MDPI, vol. 7(10), pages 1-23, October.
    4. Matilde Lafuente-Lechuga & Javier Cifuentes-Faura & Ursula Faura-Martínez, 2021. "Sustainability, Big Data and Mathematical Techniques: A Bibliometric Review," Mathematics, MDPI, vol. 9(20), pages 1-21, October.
    5. Sascha Kraus & Domingo Ribeiro-Soriano & Miriam Schüssler, 2018. "Fuzzy-set qualitative comparative analysis (fsQCA) in entrepreneurship and innovation research – the rise of a method," International Entrepreneurship and Management Journal, Springer, vol. 14(1), pages 15-33, March.
    6. Dejian Yu, 2014. "Hydrogen Production Technologies Evaluation Based on Interval-Valued Intuitionistic Fuzzy Multiattribute Decision Making Method," Journal of Applied Mathematics, Hindawi, vol. 2014, pages 1-10, April.
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