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Retrospective Post-Hospitalisation COVID-19 Mortality Risk Assessment of Patients in South Africa

Background: This study explores the determinants impacting the mortality risk of COVID-19 patients following hospitalisation within South Africa’s Limpopo province. Methods: Utilising a dataset comprising 388 patients, the investigation employs a frailty regression model to evaluate the influence of...

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Autores principales: Boateng, Alexander, Maposa, Daniel, Mokobane, Reshoketswe
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10528257/
https://www.ncbi.nlm.nih.gov/pubmed/37754459
http://dx.doi.org/10.3390/ejihpe13090120
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author Boateng, Alexander
Maposa, Daniel
Mokobane, Reshoketswe
author_facet Boateng, Alexander
Maposa, Daniel
Mokobane, Reshoketswe
author_sort Boateng, Alexander
collection PubMed
description Background: This study explores the determinants impacting the mortality risk of COVID-19 patients following hospitalisation within South Africa’s Limpopo province. Methods: Utilising a dataset comprising 388 patients, the investigation employs a frailty regression model to evaluate the influence of diverse characteristics on mortality outcomes, contrasting its performance against other parametric models based on loglikelihood measures. Results: The findings underscore diabetes and hypertension as notable contributors to heightened mortality rates, underscoring the urgency of effectively managing these comorbidities to optimise patient well-being. Additionally, regional discrepancies come to the fore, with the Capricorn district demonstrating elevated mortality risks, thereby accentuating the necessity for precisely targeted interventions. Medical interventions, particularly ventilation, emerge as pivotal factors in mitigating mortality risk. Gender-based distinctions in mortality patterns also underscore the need for bespoke patient care strategies. Conclusions: Collectively, these outcomes supply practical insights with implications for healthcare interventions, policy formulation, and clinical strategies aimed at ameliorating COVID-19 mortality risk among individuals discharged from hospitals within South Africa’s Limpopo province.
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spelling pubmed-105282572023-09-28 Retrospective Post-Hospitalisation COVID-19 Mortality Risk Assessment of Patients in South Africa Boateng, Alexander Maposa, Daniel Mokobane, Reshoketswe Eur J Investig Health Psychol Educ Article Background: This study explores the determinants impacting the mortality risk of COVID-19 patients following hospitalisation within South Africa’s Limpopo province. Methods: Utilising a dataset comprising 388 patients, the investigation employs a frailty regression model to evaluate the influence of diverse characteristics on mortality outcomes, contrasting its performance against other parametric models based on loglikelihood measures. Results: The findings underscore diabetes and hypertension as notable contributors to heightened mortality rates, underscoring the urgency of effectively managing these comorbidities to optimise patient well-being. Additionally, regional discrepancies come to the fore, with the Capricorn district demonstrating elevated mortality risks, thereby accentuating the necessity for precisely targeted interventions. Medical interventions, particularly ventilation, emerge as pivotal factors in mitigating mortality risk. Gender-based distinctions in mortality patterns also underscore the need for bespoke patient care strategies. Conclusions: Collectively, these outcomes supply practical insights with implications for healthcare interventions, policy formulation, and clinical strategies aimed at ameliorating COVID-19 mortality risk among individuals discharged from hospitals within South Africa’s Limpopo province. MDPI 2023-09-01 /pmc/articles/PMC10528257/ /pubmed/37754459 http://dx.doi.org/10.3390/ejihpe13090120 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Boateng, Alexander
Maposa, Daniel
Mokobane, Reshoketswe
Retrospective Post-Hospitalisation COVID-19 Mortality Risk Assessment of Patients in South Africa
title Retrospective Post-Hospitalisation COVID-19 Mortality Risk Assessment of Patients in South Africa
title_full Retrospective Post-Hospitalisation COVID-19 Mortality Risk Assessment of Patients in South Africa
title_fullStr Retrospective Post-Hospitalisation COVID-19 Mortality Risk Assessment of Patients in South Africa
title_full_unstemmed Retrospective Post-Hospitalisation COVID-19 Mortality Risk Assessment of Patients in South Africa
title_short Retrospective Post-Hospitalisation COVID-19 Mortality Risk Assessment of Patients in South Africa
title_sort retrospective post-hospitalisation covid-19 mortality risk assessment of patients in south africa
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10528257/
https://www.ncbi.nlm.nih.gov/pubmed/37754459
http://dx.doi.org/10.3390/ejihpe13090120
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