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Modelling COVID-19 effect on the performance of MENA Health-care sector

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dc.contributor.author Toumi, Amina
dc.contributor.author El Khoury, Rim
dc.contributor.author Harb, Etienne
dc.contributor.author Nasrallah, Nohade
dc.date.accessioned 2023-07-10T11:34:00Z
dc.date.available 2023-07-10T11:34:00Z
dc.date.copyright 2023 en_US
dc.date.issued 2023-07-10
dc.identifier.issn 1746-5664 en_US
dc.identifier.uri http://hdl.handle.net/10725/14835
dc.description.abstract Purpose This study models the effects of the COVID-19 pandemic on the performance of the private health-care sector in the Middle East and North Africa (MENA) countries. This paper aims to address the economic, societal and sustainability of the health-care sector. Design/methodology/approach Data were collected from Bloomberg and the sample consists of 534 firm-year observations from 55 firms listed over 2010–2020. The authors apply panel data and control for the country and governance effects. Findings The authors found heterogeneous results regarding the three sub-sectors. The pandemic has a negative effect on the accounting and market performances of the “Pharmaceutical companies” and an insignificant impact on “Healthcare Management and Facilities Services.” Moreover, the impact of COVID-19 on health-care firms’ performance depends on the country’s economic classification and the degree of regulatory and governance frameworks. Research limitations/implications Further studies may consider a larger sample and other regions. It is recommended to address the health-care sector's challenges to invest in new technologies such as “digital twin” and predictive and personalized medicine. It is worth testing model development theory and its effects on speeding up and designing models to ensure the proper functioning and developing mathematics to determine uncertainties in patient data and model predictions. Originality/value To the best of the authors’ knowledge, this paper is novel as it is unique in modeling the impact of COVID-19 on the health-care public companies in the MENA region. The findings pinpoint firms’ and countries’ heterogeneous impacts on financial and market performances. en_US
dc.language.iso en en_US
dc.title Modelling COVID-19 effect on the performance of MENA Health-care sector en_US
dc.type Article en_US
dc.description.version Published en_US
dc.author.school SOB en_US
dc.author.idnumber 202300031 en_US
dc.author.department Finance And Accounting en_US
dc.relation.journal Journal of Modelling in Management en_US
dc.journal.volume 18 en_US
dc.journal.issue 4 en_US
dc.article.pages 1093-1123 en_US
dc.keywords COVID-19 en_US
dc.keywords MENA region en_US
dc.keywords Financial performance en_US
dc.keywords Health-care sector en_US
dc.identifier.doi https://doi.org/10.1108/JM2-01-2022-0004 en_US
dc.identifier.ctation Toumi, A., El Khoury, R., Harb, E., & Nasrallah, N. (2023). Modelling COVID-19 effect on the performance of MENA Health-care sector. Journal of Modelling in Management, 18(4), 1093-1123. en_US
dc.author.email rim.elkhoury01@lau.edu.lb en_US
dc.identifier.tou http://libraries.lau.edu.lb/research/laur/terms-of-use/articles.php en_US
dc.identifier.url https://www.emerald.com/insight/content/doi/10.1108/JM2-01-2022-0004/full/html en_US
dc.orcid.id https://orcid.org/0000-0003-4359-7591 en_US
dc.author.affiliation Lebanese American University en_US


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