Competing Risk Survival analysis of time to in-hospital mortality or Recovery among Covid-19 Patients in South-East Ethiopia: a hospital-based multisite study

Addis Wordofa, Ayalneh Demissie, Abdurehman Kalu, Abdurehman Tune, Mohammed Suleiman, Abay Kibret, Zerihun Abera, Yonas Mulugeta, Details
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Abstract

Background: To date, survival data on risk factors for COVID-19 mortality in south-Ethiopia is limited, and none of the published survival studies have used a competing risk approach. This study aims to identify risk factors for in-hospital mortality in COVID-19 patients hospitalized at one of the six hospitals in southeast-Ethiopia, considering recovery as a competing risk. Methods: This observational multisite study included a medical record of 827 confirmed SARS-CoV-2 cases hospitalized at one of the six hospitals in southeast-Ethiopia from October 1, 2022 to May 31, 2023. We compiled data on the patients' socio-demographic characteristics, clinical manifestation, comorbidity, treatment status, treatment outcomes, and length of stay. We performed a Cox regression analysis for competing risks, presenting cause-specific hazard ratios (HRcs) for the effect of preselected factors on the absolute risk of death and recovery. Results: 827 patients were included (51.9% male; median age 50 years, IQR: 38-65). Patients were hospitalized for a median duration of 5 days (IQR: 1-7); 139 (17%) of them died, while 516 (62%) were recovered and discharged alive, the rest 172 (21%) were censored. Patients with higher age (HRcs 2.62, 95% CI 1.29-5.29), immune-compromised state (HRcs 1.46, 95% CI 1.08-1.98) had increased risk of death, whereas male sex paradoxically (HRcs 0.45, 95% CI 0.22-0.91) associated with decreased risk of death. We found no increased mortality risk in diabetes patients. Conclusion: This competing risk survival analysis allows us to corroborate specific pattern of risk factors about COVID-19 mortality and its progression among different groups of individuals (differentiated by age and immune-compromised state). 62% presenting cases recovered within a median duration of 5 days; where as 17% die within the first 72 hours, most with immune-compromised conditions. This should be considered while planning and allocating the distribution of care services for effective health service delivery.
埃塞俄比亚东南部 Covid-19 患者院内死亡或康复时间的竞争风险生存分析:一项基于医院的多站点研究
背景:迄今为止,有关埃塞俄比亚南部 COVID-19 死亡率风险因素的生存数据十分有限,而且已发表的生存研究均未采用竞争风险方法。本研究旨在确定在埃塞俄比亚东南部六家医院之一住院的 COVID-19 患者院内死亡的风险因素,并将康复视为竞争风险。研究方法:这项多地点观察性研究收集了 2022 年 10 月 1 日至 2023 年 5 月 31 日期间在埃塞俄比亚东南部六家医院之一住院的 827 例经确诊的 SARS-CoV-2 病例的医疗记录。我们收集了患者的社会人口学特征、临床表现、合并症、治疗情况、治疗结果和住院时间等数据。我们对竞争风险进行了 Cox 回归分析,得出了预选因素对死亡和康复绝对风险影响的特定病因危险比 (HRcs)。结果共纳入 827 名患者(51.9% 为男性;中位年龄 50 岁,IQR:38-65)。患者住院时间中位数为 5 天(IQR:1-7);其中 139 人(17%)死亡,516 人(62%)康复出院,其余 172 人(21%)被排除在外。年龄越大(HRcs 2.62,95% CI 1.29-5.29)、免疫力越差(HRcs 1.46,95% CI 1.08-1.98)的患者死亡风险越高,而男性(HRcs 0.45,95% CI 0.22-0.91)则与死亡风险降低有关。我们没有发现糖尿病患者的死亡风险增加。结论这种竞争风险生存分析使我们能够证实不同人群(按年龄和免疫受损状态区分)中 COVID-19 死亡率及其进展的特定风险因素模式。62%的病例在中位 5 天内痊愈,17%的病例在 72 小时内死亡,其中大部分为免疫力低下者。在规划和分配护理服务以有效提供医疗服务时,应考虑到这一点。
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