产妇终末器官损伤和死亡的纵向风险调整。

Nicole M Krenitsky, Yongmei Huang, Timothy Wen, Samsiya Ona, Jason D Wright, Mary E D'Alton, Alexander M Friedman
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引用次数: 1

摘要

目的:确定调整分娩前一年诊断的医疗保健利用和合并症是否能提高对不良产妇结局的预测。方法:在这项回顾性队列研究中,采用Truven Health MarketScan数据库来确定孕前一年诊断的医疗保健利用和合并症是否能提高分娩住院期间至产后30天急性器官损伤或死亡的预测。在初始模型中,我们分析了不良结局的风险,控制了潜在的合并症、肥胖和妊娠期间存在的人口统计学危险因素。随后的模型包括怀孕前一年的诊断,以及患者是否有急诊科就诊、住院治疗或从药房接受药物治疗。我们比较了风险估计和急性器官损伤或死亡的预测是否与怀孕前一年的数据有所改善。采用未调整和调整对数线性回归模型,以未调整(RR)和调整风险比(aRR) (95% ci)作为影响的衡量指标,证明暴露与结果之间的关联。采用Logistic回归计算调整后模型的c统计量。分别对医疗补助和商业保险患者进行分析。根据产妇种族和民族对医疗补助患者进行了分析,以确定怀孕前的诊断和使用是否造成了产妇差异。结果:本研究共分析了740002例患者。在商业保险患者的未调整分析中,≥2次急诊与0次急诊相比(RR = 1.82, 95% CI = 1.61, 2.07),≥2次住院与0次住院相比(RR = 4.43, 95% CI = 3.20, 6.13),≥5个处方组与无处方组相比(RR = 1.97, 95% CI = 1.74, 2.24)均与急性器官损伤或死亡风险增加相关。更高的潜在合并症和肥胖也与风险增加有关。这些风险在调整后的分析中有所减弱,但仍具有显著性。除了从≥5个处方组接受药物治疗外,医疗补助保险患者的风险估计相似,调整分析中无显著性差异(aRR = 1.12, 95% CI = 0.90, 1.40)。从逻辑回归模型得到的c统计量对于有和没有孕前数据的模型是相似的。在调整后的模型中加入种族因素后,黑人女性在调整后的模型中的风险与未调整的估计没有显著差异。结论:妊娠前一年的ED遭遇和住院与孕产妇不良结局的风险增加有关。然而,将这些风险因素添加到调整后的模型中并没有显著地改善方差。进一步的研究表明,以确定在何种程度上纵向护理质量与产妇风险相关。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Longitudinal Risk Adjustment for Maternal End-Organ Injury and Death.

Objective: To determine whether adjusting for healthcare utilization and comorbidity diagnosed in the year before delivery improves the prediction of adverse maternal outcomes.

Methods: The Truven Health MarketScan database was used to determine whether healthcare utilization and comorbidity diagnosed in the year before pregnancy improved prediction of acute organ injury or death during the delivery hospitalization through 30 days postpartum in this retrospective cohort study. In an initial model, we analyzed the risk for adverse outcomes controlling for underlying comorbidity, obesity, and demographic risk factors present during pregnancy. Subsequent models included diagnoses from the year before pregnancy as well as whether patients had emergency department encounters, inpatient hospitalizations, or received medications from a pharmacy. We compared risk estimates and whether prediction of acute organ injury or death improved with data from the year before pregnancy. Unadjusted and adjusted log-linear regression models were performed to demonstrate the association between exposures and outcomes with unadjusted (RR) and adjusted risk ratios (aRR) with 95% CIs as measures of effects. Logistic regression was performed to calculate the c-statistic of the adjusted models. Separate analyses were performed for patients with Medicaid and commercial insurance. An analysis of Medicaid patients by maternal race and ethnicity was performed to determine if diagnoses and utilization before pregnancy accounted for maternal disparities.

Results: A total of 740,002 patients were analyzed in this study. In unadjusted analyses of patients with commercial insurance, ≥2 compared to 0 emergency department encounters (RR = 1.82, 95% CI = 1.61, 2.07), ≥2 compared to 0 inpatient hospitalizations (RR = 4.43, 95% CI = 3.20, 6.13), and receipt of medications from ≥5 prescription groups compared to no prescriptions (RR = 1.97, 95% CI = 1.74, 2.24) were all associated with increased risk for acute organ injury or death. Higher underlying comorbidity and obesity were also associated with increased risk. These risks were attenuated in adjusted analyses but retained significance. Risk estimates were similar for patients with Medicaid insurance with the exception of receipt of medications from ≥5 prescription groups which was non-significant in adjusted analyses (aRR = 1.12, 95% CI = 0.90, 1.40). C-statistics from logistic regression models were similar for models with and without pre-pregnancy data. When race was added to the adjusted models, risk among black women in the adjusted models did not differ significantly from the unadjusted estimate.

Conclusion: ED encounters and inpatient admissions the year before pregnancy were associated with increased risk of adverse maternal outcomes. However, adding these risk factors to adjusted models did not meaningfully improve the amount of variance accounted for. Further research is indicated to determine to what degree longitudinal care quality is associated with maternal risk.

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