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Application of Fuzzy Logic to Evaluate the Economic Impact of COVID-19: Case Study of a Project-Oriented Travel Agency

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  • Gergő Thalmeiner

    (Department of Financial Management and Control, Institute of Business Regulation and Information Management, Hungarian University of Agriculture and Life Sciences, Páter Károly str. 1, H-2100 Gödöllő, Hungary)

  • Sándor Gáspár

    (Department of Financial Management and Control, Institute of Business Regulation and Information Management, Hungarian University of Agriculture and Life Sciences, Páter Károly str. 1, H-2100 Gödöllő, Hungary)

  • Ákos Barta

    (Department of Economics and Methodology, Institute of Economics, Hungarian University of Agriculture and Life Sciences, Páter Károly str. 1, H-2100 Gödöllő, Hungary)

  • Zoltán Zéman

    (Department of Financial Management and Control, Institute of Business Regulation and Information Management, Hungarian University of Agriculture and Life Sciences, Páter Károly str. 1, H-2100 Gödöllő, Hungary)

Abstract

The aim of the study is to create a performance evaluation controlling model to evaluate the performance of tourism enterprises as a function of the economic effects of COVID-19. As a result of the significant change in demand resulting from the economic environment, expectations and cyclicality caused by the pandemic, the assessment of organization performance has become subjective. Under these changed environmental conditions, most of the methods used by tourism companies to evaluate performance are not effective enough. In our research, we illustrated a controlling model based on fuzzy logic through a case study. By applying the model, it becomes possible to evaluate project-oriented tourism organizations according to different standardized norms. Our model considers the subjectivity derived from measurability and goal setting. We point out that the performance of organizations operating in the tourism industry significantly influenced by COVID-19 can be subjectively assessed during the pandemic period and thus depends on the analytical context. By evaluating the performance of tourism organizations along internal organizational goals, more relevant information content and more informed managerial decision support can be achieved.

Suggested Citation

  • Gergő Thalmeiner & Sándor Gáspár & Ákos Barta & Zoltán Zéman, 2021. "Application of Fuzzy Logic to Evaluate the Economic Impact of COVID-19: Case Study of a Project-Oriented Travel Agency," Sustainability, MDPI, vol. 13(17), pages 1-19, August.
  • Handle: RePEc:gam:jsusta:v:13:y:2021:i:17:p:9602-:d:622656
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    References listed on IDEAS

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    1. Stefano Ramelli & Alexander F. Wagner, 2020. "Feverish Stock Price Reactions to COVID-19," Swiss Finance Institute Research Paper Series 20-12, Swiss Finance Institute.
    2. Kulshrestha, Anurag & Krishnaswamy, Venkataraghavan & Sharma, Mayank, 2020. "Bayesian BILSTM approach for tourism demand forecasting," Annals of Tourism Research, Elsevier, vol. 83(C).
    3. Gemünden, Hans Georg & Lehner, Patrick & Kock, Alexander, 2018. "The Project-oriented Organization and its Contribution to Innovation," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 92880, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    4. Rastegar, Raymond & Higgins-Desbiolles, Freya & Ruhanen, Lisa, 2021. "COVID-19 and a justice framework to guide tourism recovery," Annals of Tourism Research, Elsevier, vol. 91(C).
    5. Grigoroudis, E. & Orfanoudaki, E. & Zopounidis, C., 2012. "Strategic performance measurement in a healthcare organisation: A multiple criteria approach based on balanced scorecard," Omega, Elsevier, vol. 40(1), pages 104-119, January.
    6. Pérez, Fátima & Gómez, Trinidad & Caballero, Rafael & Liern, Vicente, 2018. "Project portfolio selection and planning with fuzzy constraints," Technological Forecasting and Social Change, Elsevier, vol. 131(C), pages 117-129.
    7. Wagner, Alexander F. & Ramelli, Stefano, 2020. "Feverish Stock Price Reactions to COVID-19," CEPR Discussion Papers 14511, C.E.P.R. Discussion Papers.
    8. Sainaghi, Ruggero & Phillips, Paul & Zavarrone, Emma, 2017. "Performance measurement in tourism firms: A content analytical meta-approach," Tourism Management, Elsevier, vol. 59(C), pages 36-56.
    9. Aliperti, Giuseppe & Sandholz, Simone & Hagenlocher, Michael & Rizzi, Francesco & Frey, Marco & Garschagen, Matthias, 2019. "Tourism, Crisis, Disaster: An Interdisciplinary Approach," Annals of Tourism Research, Elsevier, vol. 79(C).
    10. Stefano Ramelli & Alexander F Wagner, 2020. "Feverish Stock Price Reactions to COVID-19," The Review of Corporate Finance Studies, Society for Financial Studies, vol. 9(3), pages 622-655.
    11. Stefano Ramelli & Alexander F Wagner, 0. "Feverish Stock Price Reactions to COVID-19," Review of Corporate Finance Studies, Oxford University Press, vol. 9(3), pages 622-655.
    12. Adriana Dutescu & Adriana Florina Popa & Andreea Gabriela Ponorîca, 2014. "Sustainability of the Tourism Industry, Based on Financial Key Performance Indicators," The AMFITEATRU ECONOMIC journal, Academy of Economic Studies - Bucharest, Romania, vol. 16(Special 8), pages 1048-1048, August.
    13. Hazen, Benjamin T. & Boone, Christopher A. & Ezell, Jeremy D. & Jones-Farmer, L. Allison, 2014. "Data quality for data science, predictive analytics, and big data in supply chain management: An introduction to the problem and suggestions for research and applications," International Journal of Production Economics, Elsevier, vol. 154(C), pages 72-80.
    14. Müller, Ralf & Turner, Rodney, 2007. "The Influence of Project Managers on Project Success Criteria and Project Success by Type of Project," European Management Journal, Elsevier, vol. 25(4), pages 298-309, August.
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    1. Elizaveta Polishchuk & Zoltán Bujdosó & Youssef El Archi & Brahim Benbba & Kai Zhu & Lóránt Dénes Dávid, 2023. "The Theoretical Background of Virtual Reality and Its Implications for the Tourism Industry," Sustainability, MDPI, vol. 15(13), pages 1-19, July.

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