论文标题
量化生殖器疣病例的报告
Quantifying the under-reporting of genital warts cases
论文作者
论文摘要
生殖器疣是一种常见且具有高度传染性的性传播疾病。它们具有巨大的经济负担,并影响了生活质量的几个方面。发病率数据低估了生殖器疣的实际发生,因为这种感染通常被低估了,这主要是由于它们的特定特征(例如无症状的过程)。分析的生殖器疣病例是从2009 - 2016年期间的加泰罗尼亚公共卫生系统数据库(SIDIAP)获得的,覆盖了加泰罗尼亚人口的74%。由于该人群中生殖器疣的发病率可以忽略不计,因此将15岁以下和94岁以上的人排除在分析之外。这项工作介绍了一个基于两个分布的混合物的时间序列模型,能够检测到数据中报告的存在。为了根据性别和年龄的不同,为了确定报告不足问题的潜在差异,模型中包括这些协变量。这项工作表明,在2009 - 2016年期间,卡塔鲁尼亚的生殖器疣发病率的平均值仅约80%,尽管在研究期间报告的频率一直在减少。还可以看出,未经报告的问题对30岁以上的妇女产生了更大的影响。加泰罗尼亚公共卫生系统中的注册发病率低估了加泰罗尼亚近10,000例的实际负担,约有23%的注册案件。加泰罗尼亚(Catalunya)的年总成本至少在约1000万欧元中被低估了,每年5400万欧元专用于加泰罗尼亚(Catalunya)的生殖器疣,占公共卫生系统总预算的0.4%。
Genital warts are a common and highly contagious sexually transmitted disease. They have a large economic burden and affect several aspects of quality of life. Incidence data underestimate the real occurrence of genital warts because this infection is often under-reported, mostly due to their specific characteristics such as the asymptomatic course. Genital warts cases for the analysis were obtained from the catalan public health system database (SIDIAP) for the period 2009-2016, covering 74\% of the Catalan population. People under 15 and over 94 years old were excluded from the analysis as the incidence of genital warts in this population is negligible. This work introduces a time series model based on a mixture of two distributions, capable of detecting the presence of under-reporting in the data. In order to identify potential differences in the magnitude of the under-reporting issue depending on sex and age, these covariates were included in the model. This work shows that only about 80\% in average of genital warts incidence in Catalunya in the period 2009-2016 was registered, although the frequency of under-reporting has been decreasing over the study period. It can also be seen that the under-reported issue has a deeper impact on women over 30 years old. The registered incidence in the Catalan public health system is underestimating the real burden in almost 10,000 cases in Catalunya, around 23\% of the registered cases. The total annual cost in Catalunya is underestimated in at least about 10 million Euros respect the 54 million Euros annually devoted to genital warts in Catalunya, representing 0.4\% of the total budget of the public health system.