Silcocks Paul B S, Robinson David
Trent Institute for Health Services Research, University of Nottingham, NG7 2UH.
J Public Health (Oxf). 2004 Jun;26(2):161-7. doi: 10.1093/pubmed/fdh140.
When comparing cancer incidence or mortality rates between different regions, it is important to know how complete the registration data are on which these figures are based. A number of ways of estimating completeness have been proposed, but it is often difficult to say how precise these estimates are. We describe a computer program developed to produce measures of precision for estimates of completeness obtained by one such method, the flow method.
The program works by resampling the required data sets, and repeatedly calculating completeness estimates until convergence of the standard errors occurs. It was tested on colorectal tumours from a single health district, and empirical confidence limits for 1 and 5 year completeness were compared with those obtained by applying various normalizing transformations and a beta distribution. The method was then applied to tumours of the head and neck, breast and lung and the results compared with those from a capture-mark-recapture exercise carried out 4 years previously.
The sampling distribution was close to normal for 1 year completeness, but much less so for 5 year completeness, as assessed by quantile plots. Approximation by a beta distribution was better than by normalizing transformation. Although there were differences between the results produced by the flow method and capture-recapture, the flow method is more reproducible and easier to apply.
It is now possible to estimate confidence limits for the results of the flow method, and thus determine whether comparative results between registries are likely to be affected by sampling error.
在比较不同地区的癌症发病率或死亡率时,了解这些数据所基于的登记数据的完整性非常重要。已经提出了多种估计完整性的方法,但往往很难说这些估计有多精确。我们描述了一个计算机程序,该程序用于为通过一种这样的方法(流动法)获得的完整性估计生成精度度量。
该程序通过对所需数据集进行重新采样,并反复计算完整性估计值,直到标准误差收敛。它在一个单一健康区的结肠直肠肿瘤上进行了测试,并将1年和5年完整性的经验置信限与通过应用各种归一化变换和贝塔分布获得的置信限进行了比较。然后将该方法应用于头颈部、乳腺和肺部肿瘤,并将结果与4年前进行的捕获-标记-再捕获研究的结果进行比较。
通过分位数图评估,1年完整性的抽样分布接近正态分布,但5年完整性的抽样分布则不然。用贝塔分布近似比用归一化变换更好。虽然流动法和捕获-再捕获法产生的结果存在差异,但流动法更具可重复性且更易于应用。
现在可以估计流动法结果的置信限,从而确定登记处之间的比较结果是否可能受到抽样误差的影响。