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津巴布韦 2008-2011 年霍乱季节性数据的最佳成本效益研究。

An optimal cost effectiveness study on Zimbabwe cholera seasonal data from 2008-2011.

机构信息

Agricultural and Ecological Research Unit, Indian Statistical Institute, Kolkata, West Bengal, India.

出版信息

PLoS One. 2013 Dec 3;8(12):e81231. doi: 10.1371/journal.pone.0081231. eCollection 2013.

Abstract

Incidence of cholera outbreak is a serious issue in underdeveloped and developing countries. In Zimbabwe, after the massive outbreak in 2008-09, cholera cases and deaths are reported every year from some provinces. Substantial number of reported cholera cases in some provinces during and after the epidemic in 2008-09 indicates a plausible presence of seasonality in cholera incidence in those regions. We formulate a compartmental mathematical model with periodic slow-fast transmission rate to study such recurrent occurrences and fitted the model to cumulative cholera cases and deaths for different provinces of Zimbabwe from the beginning of cholera outbreak in 2008-09 to June 2011. Daily and weekly reported cholera incidence data were collected from Zimbabwe epidemiological bulletin, Zimbabwe Daily cholera updates and Office for the Coordination of Humanitarian Affairs Zimbabwe (OCHA, Zimbabwe). For each province, the basic reproduction number ([Formula: see text]) in periodic environment is estimated. To the best of our knowledge, this is probably a pioneering attempt to estimate [Formula: see text] in periodic environment using real-life data set of cholera epidemic for Zimbabwe. Our estimates of [Formula: see text] agree with the previous estimate for some provinces but differ significantly for Bulawayo, Mashonaland West, Manicaland, Matabeleland South and Matabeleland North. Seasonal trend in cholera incidence is observed in Harare, Mashonaland West, Mashonaland East, Manicaland and Matabeleland South. Our result suggests that, slow transmission is a dominating factor for cholera transmission in most of these provinces. Our model projects [Formula: see text] cholera cases and [Formula: see text] cholera deaths during the end of the epidemic in 2008-09 to January 1, 2012. We also determine an optimal cost-effective control strategy among the four government undertaken interventions namely promoting hand-hygiene & clean water distribution, vaccination, treatment and sanitation for each province.

摘要

霍乱爆发的发病率是不发达国家和发展中国家面临的一个严重问题。在津巴布韦,2008-09 年发生大规模霍乱爆发后,每年都有一些省份报告霍乱病例和死亡。2008-09 年疫情期间和之后的一些省份报告的大量霍乱病例表明,这些地区的霍乱发病率可能存在季节性。我们构建了一个具有周期性慢-快传播率的房室数学模型来研究这种反复发作,并将该模型拟合到津巴布韦不同省份从 2008-09 年霍乱爆发开始到 2011 年 6 月的累计霍乱病例和死亡数据。我们从津巴布韦流行病学公报、津巴布韦每日霍乱更新和人道主义事务协调厅津巴布韦办事处(人道协调厅)收集了每日和每周报告的霍乱发病率数据。对于每个省份,我们估计了在周期性环境中的基本繁殖数(R0)。据我们所知,这可能是首次使用津巴布韦霍乱疫情的实际数据集在周期性环境中估计 R0 的尝试。我们对 R0 的估计与一些省份的先前估计相符,但与布拉瓦约、西马绍纳兰、马尼卡兰、南马塔贝莱兰和北马塔贝莱兰的估计有显著差异。在哈拉雷、西马绍纳兰、东马绍纳兰、马尼卡兰和南马塔贝莱兰观察到了霍乱发病率的季节性趋势。我们的结果表明,在这些省份中,缓慢传播是霍乱传播的主要因素。我们的模型预测,在 2008-09 年疫情结束到 2012 年 1 月 1 日期间,将发生[Formula: see text]例霍乱病例和[Formula: see text]例霍乱死亡。我们还确定了政府实施的四种干预措施(促进手部卫生和清洁水分配、接种疫苗、治疗和卫生设施)中,对每个省份最具成本效益的控制策略。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bd5b/3849194/baacfab82b5d/pone.0081231.g001.jpg

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