Modelling COVID-19 effect on the performance of MENA Health-care sector - Cnam - Conservatoire national des arts et métiers Access content directly
Journal Articles Journal of Modelling in Management Year : 2022

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


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.
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Dates and versions

hal-03899383 , version 1 (14-12-2022)



Amina Toumi, Rim El Khoury, Etienne Harb, Nohade Nasrallah. Modelling COVID-19 effect on the performance of MENA Health-care sector. Journal of Modelling in Management, 2022, ⟨10.1108/JM2-01-2022-0004⟩. ⟨hal-03899383⟩
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