Disparities in Population-Level Socio-Economic Factors Are Associated with Disparities in Preoperative Clinical Risk Factors in Children

被引:2
作者
Mahajan, Ruhi [1 ,2 ]
Shin, Eun Kyong [1 ,2 ]
Shaban-Nejad, Arash [1 ,2 ]
Langham, Max R. [4 ]
Martin, Michelle Y. [3 ]
Davis, Robert L. [1 ,2 ,3 ]
Akbilgic, Oguz [1 ,2 ,3 ]
机构
[1] Univ Tennessee, Ctr Hlth Sci, UTHSC ORNL Ctr Biomed Informat, Memphis, TN 38163 USA
[2] Univ Tennessee, Ctr Hlth Sci, Dept Pediat, Memphis, TN 38163 USA
[3] Univ Tennessee, Ctr Hlth Sci, Dept Prevent Med, Memphis, TN 38163 USA
[4] Univ Tennessee, Ctr Hlth Sci, Dept Surg, Memphis, TN 38163 USA
来源
DECISION SUPPORT SYSTEMS AND EDUCATION: HELP AND SUPPORT IN HEALTHCARE | 2018年 / 255卷
关键词
Correlation analysis; k-means; Pediatric surgical outcome; Racial disparity; Socioeconomic factors; Social determinant of health;
D O I
10.3233/978-1-61499-921-8-80
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
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.
引用
收藏
页码:80 / 84
页数:5
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