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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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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. |
format | Online Article Text |
id | pubmed-10528257 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT boatengalexander retrospectiveposthospitalisationcovid19mortalityriskassessmentofpatientsinsouthafrica AT maposadaniel retrospectiveposthospitalisationcovid19mortalityriskassessmentofpatientsinsouthafrica AT mokobanereshoketswe retrospectiveposthospitalisationcovid19mortalityriskassessmentofpatientsinsouthafrica |