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非洲口服霍乱疫苗的分配

Allocation of Oral Cholera Vaccines in Africa.

作者信息

Maffioli Elisa M, Lu Yutong

机构信息

Department of Health Management and Policy, School of Public Health, University of Michigan, Ann Arbor, MI 48109, USA.

Department of Global Health and Population, Harvard T.H. Chan School of Public Health, Boston, MA 02115, USA.

出版信息

Vaccines (Basel). 2025 May 14;13(5):519. doi: 10.3390/vaccines13050519.

DOI:10.3390/vaccines13050519
PMID:40432128
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC12115386/
Abstract

OBJECTIVES

In this study, we examine the allocation of oral cholera vaccines (OCVs) across 25 African countries between 2013 and 2019.

METHODS

We constructed a dataset combining cholera outbreaks and requests, decisions, and deliveries of OCVs from the Global Task Force on Cholera Control, alongside additional covariates. Using machine learning algorithms, we assess the relative importance of socio-demographic, governance, and weather variables in predicting cholera outbreaks. We constructed and used an "index of cholera risk" as an instrumental variable to predict the likelihood of suspected cases and estimate the impact of cholera outbreaks on OCV allocation.

RESULTS

The majority of OCVs (77.4%) were allocated reactively. Governments took an average of 299.6 days to request doses, international agencies took 10.4 days to decide, and it took 84 days for vaccines to be delivered. Countries experiencing a cholera outbreak were 31.7 and 36.5 percentage points more likely to request and receive a vaccine delivery in the same month as the outbreak, respectively. We confirmed that the probability of obtaining vaccines through a reactive mechanism was 48.4 percentage points higher compared to preventive allocation. When exploring the heterogeneity of impacts, OCVs were more likely to be requested, allocated, and delivered in countries with strong institutions and those not facing crisis situations. OCVs were also more likely to be allocated in the central parts of the continent.

CONCLUSIONS

While OCV allocation is responsive to cholera outbreaks, addressing delays, particularly in high-risk countries, could improve their distribution and mitigate the impact of cholera outbreaks. This study highlights the need for targeted strategies to ensure vaccine access in fragile and conflict-affected settings, where institutional capacity is weaker.

摘要

目的

在本研究中,我们考察了2013年至2019年间25个非洲国家口服霍乱疫苗(OCV)的分配情况。

方法

我们构建了一个数据集,将霍乱疫情与来自全球霍乱控制特别工作组的OCV请求、决策和交付情况相结合,并纳入了其他协变量。使用机器学习算法,我们评估了社会人口统计学、治理和天气变量在预测霍乱疫情方面的相对重要性。我们构建并使用了一个“霍乱风险指数”作为工具变量,以预测疑似病例的可能性,并估计霍乱疫情对OCV分配的影响。

结果

大多数OCV(77.4%)是被动分配的。政府平均需要299.6天来请求疫苗剂量,国际机构需要10.4天来做出决策,疫苗交付则需要84天。经历霍乱疫情的国家在疫情当月请求和接收疫苗交付的可能性分别高出31.7和36.5个百分点。我们证实,通过被动机制获得疫苗的概率比预防性分配高出48.4个百分点。在探究影响的异质性时,OCV在机构强大且未面临危机情况的国家更有可能被请求、分配和交付。OCV也更有可能在非洲大陆中部地区被分配。

结论

虽然OCV的分配对霍乱疫情有响应,但解决延误问题,特别是在高风险国家,可改善其分配并减轻霍乱疫情的影响。本研究强调需要有针对性的策略,以确保在机构能力较弱的脆弱和受冲突影响地区能够获得疫苗。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a769/12115386/467b94e963a5/vaccines-13-00519-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a769/12115386/64a9ead9f5fb/vaccines-13-00519-g0A1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a769/12115386/aac7fdf5d4f0/vaccines-13-00519-g0A2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a769/12115386/ddf322bdc46c/vaccines-13-00519-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a769/12115386/467b94e963a5/vaccines-13-00519-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a769/12115386/64a9ead9f5fb/vaccines-13-00519-g0A1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a769/12115386/aac7fdf5d4f0/vaccines-13-00519-g0A2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a769/12115386/ddf322bdc46c/vaccines-13-00519-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a769/12115386/467b94e963a5/vaccines-13-00519-g002.jpg

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本文引用的文献

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Cholera: a pandemic ignored.霍乱:一场被忽视的大流行病。
Lancet. 2024 Oct 19;404(10462):1493. doi: 10.1016/S0140-6736(24)02305-5.
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Cholera resurgence in Africa: assessing progress, challenges, and public health response towards the 2030 global elimination target.非洲霍乱疫情的再度出现:评估在实现2030年全球消除霍乱目标方面的进展、挑战及公共卫生应对措施。
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The great cholera vaccine shortage.严重的霍乱疫苗短缺。
Lancet. 2024 Mar 9;403(10430):891-892. doi: 10.1016/S0140-6736(24)00467-7.
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Moving cholera vaccines ahead of the epidemic curve.使霍乱疫苗的接种进度领先于疫情曲线。
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Cholera makes a comeback amid calls to boost vaccine production.在呼吁提高疫苗产量之际,霍乱卷土重来。
BMJ. 2023 Mar 29;380:636. doi: 10.1136/bmj.p636.
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Cholera outbreaks in sub-Saharan Africa during 2010-2019: a descriptive analysis.2010-2019 年撒哈拉以南非洲的霍乱疫情:描述性分析。
Int J Infect Dis. 2022 Sep;122:215-221. doi: 10.1016/j.ijid.2022.05.039. Epub 2022 May 20.
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Optimizing one-dose and two-dose cholera vaccine allocation in outbreak settings: A modeling study.优化暴发环境下一剂和两剂霍乱疫苗的分配:建模研究。
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The projected impact of geographic targeting of oral cholera vaccination in sub-Saharan Africa: A modeling study.撒哈拉以南非洲地区口服霍乱疫苗接种的地理定位的预计影响:一项建模研究。
PLoS Med. 2019 Dec 11;16(12):e1003003. doi: 10.1371/journal.pmed.1003003. eCollection 2019 Dec.
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The effect of climate change on cholera disease: The road ahead using artificial neural network.气候变化对霍乱疾病的影响:利用人工神经网络展望未来之路。
PLoS One. 2019 Nov 6;14(11):e0224813. doi: 10.1371/journal.pone.0224813. eCollection 2019.
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Mapping the burden of cholera in sub-Saharan Africa and implications for control: an analysis of data across geographical scales.绘制撒哈拉以南非洲地区霍乱负担图及其对控制的影响:跨地理尺度数据分析。
Lancet. 2018 May 12;391(10133):1908-1915. doi: 10.1016/S0140-6736(17)33050-7. Epub 2018 Mar 1.