Suppr超能文献

轮状病毒疫苗接种对比利时住院的影响:模型预测与观察数据比较。

Impact of rotavirus vaccination on hospitalisations in Belgium: comparing model predictions with observed data.

机构信息

Health Economics, GlaxoSmithKline Vaccines, Wavre, Belgium.

出版信息

PLoS One. 2013;8(1):e53864. doi: 10.1371/journal.pone.0053864. Epub 2013 Jan 18.

Abstract

BACKGROUND

Published economic assessments of rotavirus vaccination typically use modelling, mainly static Markov cohort models with birth cohorts followed up to the age of 5 years. Rotavirus vaccination has now been available for several years in some countries, and data have been collected to evaluate the real-world impact of vaccination on rotavirus hospitalisations. This study compared the economic impact of vaccination between model estimates and observed data on disease-specific hospitalisation reductions in a country for which both modelled and observed datasets exist (Belgium).

METHODS

A previously published Markov cohort model estimated the impact of rotavirus vaccination on the number of rotavirus hospitalisations in children aged <5 years in Belgium using vaccine efficacy data from clinical development trials. Data on the number of rotavirus-positive gastroenteritis hospitalisations in children aged <5 years between 1 June 2004 and 31 May 2006 (pre-vaccination study period) or 1 June 2007 to 31 May 2010 (post-vaccination study period) were analysed from nine hospitals in Belgium and compared with the modelled estimates.

RESULTS

The model predicted a smaller decrease in hospitalisations over time, mainly explained by two factors. First, the observed data indicated indirect vaccine protection in children too old or too young for vaccination. This herd effect is difficult to capture in static Markov cohort models and therefore was not included in the model. Second, the model included a 'waning' effect, i.e. reduced vaccine effectiveness over time. The observed data suggested this waning effect did not occur during that period, and so the model systematically underestimated vaccine effectiveness during the first 4 years after vaccine implementation.

CONCLUSIONS

Model predictions underestimated the direct medical economic value of rotavirus vaccination during the first 4 years of vaccination by approximately 10% when assessing hospitalisation rates as compared with observed data in Belgium.

摘要

背景

已发表的轮状病毒疫苗接种经济学评估通常采用建模,主要是静态马尔可夫队列模型,以出生队列为基础,随访至 5 岁。在一些国家,轮状病毒疫苗接种已经实施了几年,已经收集了数据来评估疫苗接种对轮状病毒住院的实际影响。本研究比较了模型估计值和疾病特异性住院率降低的观察数据在一个存在模型估计值和观察数据的国家(比利时)的疫苗接种的经济影响。

方法

使用临床开发试验中的疫苗效力数据,先前发表的马尔可夫队列模型估计了轮状病毒疫苗接种对比利时 <5 岁儿童轮状病毒住院人数的影响。分析了来自比利时 9 家医院的 2004 年 6 月 1 日至 2006 年 5 月 31 日(疫苗接种前研究期)或 2007 年 6 月 1 日至 2010 年 5 月 31 日(疫苗接种后研究期)期间 <5 岁儿童轮状病毒阳性胃肠炎住院人数的数据,并与模型估计值进行比较。

结果

模型预测随着时间的推移住院人数减少幅度较小,主要有两个原因。首先,观察数据表明,在接种疫苗年龄过大或过小的儿童中存在间接疫苗保护作用。这种群体效应难以在静态马尔可夫队列模型中捕捉,因此未包括在模型中。其次,模型包括“衰减”效应,即疫苗效力随时间降低。观察数据表明,在此期间并未发生这种衰减效应,因此模型在疫苗实施后的前 4 年系统地低估了疫苗效力。

结论

在评估比利时的住院率时,与观察数据相比,模型预测在疫苗接种的前 4 年低估了轮状病毒疫苗接种的直接医疗经济价值,约为 10%。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8aba/3548809/e9ebbb8508ab/pone.0053864.g001.jpg

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验