应用 Weibull-Inverse Gaussian 共享虚弱模型确定高血压康复时间。

IF 0.9 Q4 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pan African Medical Journal Pub Date : 2024-07-16 eCollection Date: 2024-01-01 DOI:10.11604/pamj.2024.48.107.43082
Yeshambel Kindu Yihuna, Nigist Mulu Takele, Essey Kebede Muluneh
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引用次数: 0

摘要

导言:高血压是导致死亡的主要公共卫生问题。在埃塞俄比亚,由于城市化,高血压正在成为一种双重负担。本研究旨在确定影响高血压康复时间的因素。方法:本研究采用回顾性研究设计,从患者病历中收集2016年9月至2018年1月的数据。结果:81%的抽样患者恢复正常,19%的患者被剔除。高血压患者达到正常状态的中位生存时间为 13 个月。在预测高血压患者的康复时间时,采用了 Weibull-Inverse Gaussian 共享虚弱模型。结论:年龄、收缩压、相关疾病、肌酸、血尿素氮、血尿素氮与年龄的交互作用。因此,医疗保健提供者应给予高度重视,优先考虑这些已确定的因素,并经常提供有关减少高血压疾病的咨询。
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Determinants of time-to-recovery from hypertension by application of Weibull-Inverse Gaussian shared frailty model.

Introduction: hypertension is a major public health problem that is responsible for mortality. In Ethiopia, hypertension is becoming a double burden due to urbanization. The study aims to identify factors that affect the time to recovery from hypertension.

Methods: in this study, a retrospective study design was used, and the data was collected in the patient´s chart from September 2016 to January 2018. Weibull-Inverse Gaussian shared frailty model was employed to identify factors associated with the recovery time of hypertension.

Results: eighty-one percent of the sampled patients were recovered to a normal condition, and nineteen percent of the patients were censored. The median survival time for hypertensive patients to attain a normal condition was 13 months. Weibull-Inverse Gaussian shared frailty model was used for predicting the recovery time of hypertension patients. Unobserved heterogeneity in residences, as estimated by the Weibull-Inverse Gaussian shared frailty model, was θ = 0.385 and p-value = 0.00.

Conclusion: age, systolic blood pressure, related disease, creatine, blood urea nitrogen, the interaction between blood urea nitrogen and age. Therefore, health-care providers give great attention, prioritize those identified factors and provide frequent counseling about reducing hypertension disease.

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来源期刊
Pan African Medical Journal
Pan African Medical Journal PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH-
CiteScore
1.80
自引率
0.00%
发文量
691
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