Mahajan Ruhi, Shin Eun Kyong, Shaban-Nejad Arash, Langham Max R, Martin Michelle Y, Davis Robert L, Akbilgic Oguz
UTHSC-ORNL Center for Biomedical Informatics.
Department of Surgery, The University of Tennessee Health Science Center, Memphis, TN, USA.
Stud Health Technol Inform. 2018;255:80-84.
African American children are more than twice as likely as white American children to die after surgery, and have increased risk for longer hospital stays, post-surgical complications, and higher hospital costs. Prior research into disparities in pediatric surgery outcomes has not considered interactions between patient-level Clinical Risk Factors (CRFs) and population-level Social, Economic, and Environmental Factors (SEEFs) primarily due to the lack of integrated data sets. In this study, we analyze correlations between SEEFs and CRFs and correlations between CRFs and surgery outcomes. We used a dataset from a cohort of 460 surgical cases who underwent surgery at a children's hospital in Memphis, Tennessee in the United States. The analysis was conducted on 23 CRFs, 9 surgery outcomes, and 10 SEEFs and demographic variables. Our results show that population-level SEEFs are significantly associated with both patient-level CRFs and surgery outcomes. These findings may be important in the improved understanding of health disparities in pediatric surgery outcomes.
非裔美国儿童术后死亡的可能性是美国白人儿童的两倍多,且住院时间延长、术后并发症及住院费用增加的风险也更高。先前对儿科手术结果差异的研究未考虑患者层面的临床风险因素(CRF)与人群层面的社会、经济和环境因素(SEEF)之间的相互作用,主要原因是缺乏综合数据集。在本研究中,我们分析了SEEF与CRF之间的相关性以及CRF与手术结果之间的相关性。我们使用了来自美国田纳西州孟菲斯一家儿童医院的460例手术病例队列的数据集。对23个CRF、9个手术结果以及10个SEEF和人口统计学变量进行了分析。我们的结果表明,人群层面的SEEF与患者层面的CRF和手术结果均显著相关。这些发现对于更好地理解儿科手术结果中的健康差异可能具有重要意义。