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Research lines on the impact of the COVID-19 pandemic on business. A text mining analysis

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  • Carracedo, Patricia
  • Puertas, Rosa
  • Marti, Luisa

Abstract

COVID-19 has brought about a marked slowdown in global economic development. Companies have been forced to adopt new managerial guidelines to adapt to the difficult conditions and to survive in this “new normal”. The recent and still scarce literature in this field seeks to provide suitable solutions to prevent irreparable disruption and help strengthen business, but does not apply advanced statistical methods to that end. The aim of this paper is to identify the current research lines developed around COVID-19 and their impact on the business environment, applying text mining methodology. The analysis, which uses statistical software R, focuses on systematic review of studies published in prestigious journals of business and marketing areas. In light of the results obtained, three different areas of intervention were identified. The common thread that runs through all of them is the need to introduce new forms of action to improve citizens' quality of life.

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  • Carracedo, Patricia & Puertas, Rosa & Marti, Luisa, 2021. "Research lines on the impact of the COVID-19 pandemic on business. A text mining analysis," Journal of Business Research, Elsevier, vol. 132(C), pages 586-593.
    • Handle: RePEc:eee:jbrese:v:132:y:2021:i:c:p:586-593
    DOI: 10.1016/j.jbusres.2020.11.043
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    10. Sabka Pashova (ed.), 2021. "Quality And Control Of Goods In Conditions Of Covid Pandemic," Conferences of the Center for Goods Quality and Consumer Protection, Publishing house Science and Economics Varna, number 5.
    11. Cuesta-González, Ana & Cabeza-García, Laura & Fernández-Gago, Roberto, 2024. "CSR in Times of Crisis According to ESG Indicators in Europe: Analysis of the Impact of COVID-19," Cuadernos de Gestión, Universidad del País Vasco - Instituto de Economía Aplicada a la Empresa (IEAE).
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    17. Zakeya Sanad & Hidaya Al Lawati & Abdalmuttaleb Al-Sartawi, 2024. "Corporate Social Responsibility and the Misclassification of Income Statement Items during the Coronavirus Pandemic," JRFM, MDPI, vol. 17(9), pages 1-18, September.
    18. Ahelegbey, Daniel Felix & Celani, Alessandro & Cerchiello, Paola, 2024. "Measuring the impact of the EU health emergency response authority on the economic sectors and the public sentiment," Socio-Economic Planning Sciences, Elsevier, vol. 92(C).
    19. Muhammad Zeeshan Shaukat & Sheikh Usman Yousaf & Usman Sarwar & Sonia Sattar, 2024. "Thriving in Turmoil: Unraveling the Interplay of Resources, Resilience, and Performance among SMEs in Times of Economic Vulnerability," Bulletin of Business and Economics (BBE), Research Foundation for Humanity (RFH), vol. 13(2), pages 164-173.
    20. Edyta Rutkowska-Tomaszewska & Aleksandra Łakomiak & Marta Stanisławska, 2021. "The Economic Effect of the Pandemic in the Energy Sector on the Example of Listed Energy Companies," Energies, MDPI, vol. 15(1), pages 1-28, December.
    21. Farooque, Omar Al & Baghdadi, Ghasan & Trinh, Hai Hong & Khandaker, Sarod, 2023. "Stock liquidity during COVID-19 crisis: A cross-country analysis of developed and emerging economies, and economic policy uncertainty," Emerging Markets Review, Elsevier, vol. 55(C).
    22. Mouzas, Stefanos & Bauer, Florian, 2022. "Rethinking business performance in global value chains," Journal of Business Research, Elsevier, vol. 144(C), pages 679-689.

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