Clinical Course and Factors Associated With Hospital Admission and Mortality among Sars-Cov 2 Patients within Nairobi Metropolitan Area.
NJUGUNA, A. G.; Wangombe, A. W.; Walekhwa, M. N.; Kamondo, D. K.
Show abstract
This study aims to investigate the clinical course and factors associated with hospital admission and mortality among SARS-CoV-2 patients within the Nairobi Metropolitan Area. The study utilizes a multicenter retrospective cohort design, collecting clinical characteristics and laboratory parameters of hospitalized patients from March 2020 to May 2022. Data analysis includes percentages, frequencies, chi-square tests, Kaplan-Meier analysis, pairwise comparisons, and multivariate regression models. Ethical considerations are observed throughout the research process. The study findings highlight significant associations between comorbidities, such as hypertension, and increased mortality risk due to COVID-19. Symptoms including fever, cough, dyspnea, chest pain, sore throat, and loss of smell/taste are also identified as predictors of mortality. Abnormal laboratory parameters, such as oxygen saturation, procalcitonin, glucose levels, serum creatinine, and gamma-glutamyl transpeptidase, are associated with mortality. However, demographic factors and certain vital signs do not exhibit significant associations. Recommendations based on this study suggest increased monitoring and management of comorbidities, early identification and management of symptoms, regular monitoring of laboratory parameters, continued research and collaboration, and implementation of preventive measures. Overall, a multidisciplinary approach involving healthcare professionals, researchers, policymakers, and the public is crucial to improve COVID-19 outcomes and reduce mortality rates. Adaptation of strategies based on emerging evidence and resource allocation is essential for effective management of the pandemic.
Matching journals
The top 5 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Characteristics and outcome profile of Hospitalized African COVID-19 patients: The Ethiopian Context 98%
- Assessing the impact of the Gamma variant on COVID-19 Patient admissions in a Southern Brazilian tertiary hospital - A comparison of dual pandemic phases 98%
- COVID-19 Disease Severity and Determinants among Ethiopian Patients: A study of the Millennium COVID-19 Care Center 98%
Similar papers in this journal
- Are Geographic Factors Associated With Poorer Outcomes In Patients Diagnosed With COVID-19? 95%
- Efficacy of pulmonary rehabilitation in severe and critical-ill COVID-19 patients: a controlled study 94%
- Prevalence of Mental Health Disorders among Elderly Diabetics and Associated Risk Factors in Indonesia 94%
Similar papers in this journal
- Rapid Clinical Screening and Staging for COVID-19 Severe Outcome A Hospitalization Study in New York City 96%
- Standard blood laboratory results in SARS-CoV-19 positive patients: do they show a typical pattern? 96%
- Impact of COVID-19 Outbreak on Healthcare Workers in a Tertiary Healthcare Center in India - A cross sectional study 96%
Similar papers in this journal
- Determinants of Developing Symptomatic Disease in Ethiopian COVID-19 Patients 97%
- Evaluation of the disease outcome in Covid-19 infected patients by disease symptoms: a retrospective cross-sectional study in Ilam Province, Iran 97%
- Antibody seroprevalence and rate of asymptomatic infections with SARS-CoV-2 in Austrian hospital personnel 94%
Similar papers in this journal
- Risk factors associated with morbidity and mortality outcomes of COVID-19 patients on the 14th and 28th day of the disease course: a retrospective cohort study in Bangladesh 96%
- Survival and predictors of deaths of patients hospitalized due to COVID-19 from a retrospective and multicenter cohort study in Brazil 95%
- Excess respiratory, circulatory, neoplasm and other mortality rates during the Covid-19 pandemic in the EU and their implications 94%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.