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在健康保险索赔数据中识别卵巢癌症状。

Identification of ovarian cancer symptoms in health insurance claims data.

机构信息

Department of Biostatistics, School of Public Health, University of Washington, Seattle, Washington 98195-9455, USA.

出版信息

J Womens Health (Larchmt). 2010 Mar;19(3):381-9. doi: 10.1089/jwh.2009.1550.

Abstract

BACKGROUND

Women with ovarian cancer have reported abdominal/pelvic pain, bloating, difficulty eating or feeling full quickly, and urinary frequency/urgency prior to diagnosis. We explored these findings in a general population using a dataset of insured women aged 40-64 and investigated the potential effectiveness of a routine review of claims data as a prescreen to identify women at high risk for ovarian cancer.

METHODS

Data from a large Washington State health insurer were merged with the Seattle-Puget Sound Surveillance, Epidemiology and End Results (SEER) cancer registry for 2000-2004. We estimated the prevalence of symptoms in the 36 months prior to diagnosis for early and late-stage ovarian cancer cases and for two comparison groups. The potential performance of a passive screener that would flag women with two or more visits for any of the symptoms in the previous 2-month period was examined.

RESULTS

Of the 223,903 insured women, 161 had incident cases of ovarian cancer. Both early and late-stage patients had a higher prevalence of abdominal/pelvic pain and bloating than the comparison groups, primarily in the 3 months before diagnosis. The passive screener had a sensitivity of 0.31 and specificity of 0.83 and usually identified women right before diagnosis. Assuming an average cost of $500 per false positive, the screener would be considered cost-effective if the true positives had an average increase of 8.5 years of life expectancy.

CONCLUSIONS

These results support previous findings that ovarian cancer symptoms were reported in health insurance claims and were more prevalent before diagnosis, but the symptoms may occur too close to the diagnosis date to provide useful diagnostic information. The passive screening approach should be reevaluated in the future using electronic medical records; if found to be effective, the method may be potentially useful for other incident diseases.

摘要

背景

卵巢癌患者在诊断前有腹部/盆腔疼痛、腹胀、进食或饱腹感迅速、尿频/尿急等症状。我们使用一个年龄在 40-64 岁之间的参保女性数据集,在一般人群中探讨了这些发现,并研究了对索赔数据进行常规审查以作为识别卵巢癌高危女性的预筛手段的潜在效果。

方法

我们合并了华盛顿州一家大型健康保险公司的数据和西雅图-普吉特海湾监测、流行病学和最终结果(SEER)癌症登记处 2000-2004 年的数据。我们估计了早期和晚期卵巢癌病例以及两个对照组在诊断前 36 个月的症状发生率。检查了一种被动筛选器的潜在性能,该筛选器将在过去 2 个月内有两次或更多次因任何症状就诊的女性标记为高危女性。

结果

在 223903 名参保女性中,有 161 名患有卵巢癌。早期和晚期患者的腹部/盆腔疼痛和腹胀发生率均高于对照组,主要是在诊断前 3 个月。被动筛选器的灵敏度为 0.31,特异性为 0.83,通常在女性诊断前就发现了她们。如果真阳性患者的预期寿命平均增加 8.5 年,且每次假阳性的平均成本为 500 美元,则该筛选器具有成本效益。

结论

这些结果支持了之前的发现,即卵巢癌症状在医疗保险索赔中有所报告,且在诊断前更为普遍,但这些症状可能发生在诊断日期太近,无法提供有用的诊断信息。未来应使用电子病历重新评估被动筛选方法;如果发现有效,该方法可能对其他新发疾病有用。

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Cancer. 2007 Jan 15;109(2):221-7. doi: 10.1002/cncr.22371.
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Cancer. 2005 Oct 1;104(7):1398-407. doi: 10.1002/cncr.21310.

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