Palmsten Kristin, Huybrechts Krista F, Kowal Mary K, Mogun Helen, Hernández-Díaz Sonia
Department of Epidemiology, Harvard School of Public Health, Boston, MA, USA; Department of Pediatrics, University of California, San Diego, La Jolla, CA, USA.
Pharmacoepidemiol Drug Saf. 2014 Jun;23(6):646-55. doi: 10.1002/pds.3627. Epub 2014 Apr 16.
The aim of this study is to assess the validity of preeclampsia, congenital cardiac malformations, and persistent pulmonary hypertension of the newborn (PPHN) diagnoses in the US Medicaid Analytic eXtract (MAX), a nationwide health care utilization database that may be useful for perinatal research.
Using the 2000-2007 MAX, we identified more than 1 million pregnancies ending in live birth. We identified potential cases based on claims, reviewed their hospital medical records, and calculated the positive predictive values (PPVs) and 95% confidence intervals (CIs) using records as the reference.
Among 183 women with any preeclampsia diagnoses, the PPV was 66.5% (53.6, 77.4%), but it increased to 94.5% (84.0, 98.3%) for inpatient preeclampsia diagnoses. The PPV for inpatient PPHN diagnoses (N = 82) was 68.3% (57.6, 77.4%), but it increased to 89.6% (CI: 77.8, 95.5%) when restricting to infants not transferred to another facility shortly after birth (N = 48). The PPV for cardiac malformations was 77.6% (65.7, 86.2%) when requiring inpatient codes on more than one date (N = 63).
These PPVs are conservative, particularly when patients were transferred or received outpatient diagnoses, because we reviewed records from a single hospitalization only. PPVs improve with stringent identification criteria, at the cost of sensitivity, and can be used to correct for measurement error.
本研究旨在评估美国医疗补助分析提取物(MAX)中先兆子痫、先天性心脏畸形和新生儿持续性肺动脉高压(PPHN)诊断的有效性,MAX是一个全国性的医疗保健利用数据库,可能对围产期研究有用。
利用2000 - 2007年的MAX,我们识别出超过100万例以活产告终的妊娠。我们根据索赔记录识别潜在病例,查阅其医院病历,并以病历为参考计算阳性预测值(PPV)和95%置信区间(CI)。
在183例有任何先兆子痫诊断的女性中,PPV为66.5%(53.6,77.4%),但住院先兆子痫诊断的PPV增至94.5%(84.0,98.3%)。住院PPHN诊断(N = 82)的PPV为68.3%(57.6,77.4%),但当仅限于出生后不久未转至另一机构的婴儿时(N = 48),PPV增至89.6%(CI:77.8,95.5%)。当要求在多个日期有住院编码时(N = 63),心脏畸形的PPV为77.6%(65.7,86.2%)。
这些PPV是保守的,特别是当患者被转诊或接受门诊诊断时,因为我们仅查阅了单次住院的记录。通过严格的识别标准,PPV会提高,但以敏感性为代价,并且可用于校正测量误差。