Abdelhack Mohamed, Tripathi Sandhya, Chen Yixin, Avidan Michael S, King Christopher R
Department of Anesthesiology, Washington University School of Medicine, St. Louis, MO, USA.
Krembil Centre for Neuroinformatics, Centre for Addiction and Mental Health, Toronto, ON, Canada.
BMC Public Health. 2024 Jul 16;24(1):1907. doi: 10.1186/s12889-024-19418-5.
Post-operative complications present a challenge to the healthcare system due to the high unpredictability of their incidence. Socioeconomic conditions have been established as social determinants of health. However, their contribution relating to postoperative complications is still unclear as it can be heterogeneous based on community, type of surgical services, and sex and gender. Uncovering these relations can enable improved public health policy to reduce such complications.
In this study, we conducted a large population cross-sectional analysis of social vulnerability and the odds of various post-surgical complications. We collected electronic health records data from over 50,000 surgeries that happened between 2012 and 2018 at a quaternary health center in St. Louis, Missouri, United States and the corresponding zip code of the patients. We built statistical logistic regression models of postsurgical complications with the social vulnerability index of the tract consisting of the zip codes of the patient as the independent variable along with sex and race interaction.
Our sample from the St. Louis area exhibited high variance in social vulnerability with notable rapid increase in vulnerability from the south west to the north of the Mississippi river indicating high levels of inequality. Our sample had more females than males, and females had slightly higher social vulnerability index. Postoperative complication incidence ranged from 0.75% to 41% with lower incidence rate among females. We found that social vulnerability was associated with abnormal heart rhythm with socioeconomic status and housing status being the main association factors. We also found associations of the interaction of social vulnerability and female sex with an increase in odds of heart attack and surgical wound infection. Those associations disappeared when controlling for general health and comorbidities.
Our results indicate that social vulnerability measures such as socioeconomic status and housing conditions could affect postsurgical outcomes through preoperative health. This suggests that the domains of preventive medicine and public health should place social vulnerability as a priority to achieve better health outcomes of surgical interventions.
术后并发症的发生率具有高度不可预测性,这给医疗保健系统带来了挑战。社会经济状况已被确立为健康的社会决定因素。然而,它们与术后并发症的关系仍不明确,因为基于社区、手术服务类型以及性别,这种关系可能存在异质性。揭示这些关系有助于改进公共卫生政策以减少此类并发症。
在本研究中,我们对社会脆弱性与各种术后并发症的几率进行了大规模人群横断面分析。我们收集了2012年至2018年期间在美国密苏里州圣路易斯市一家四级医疗中心进行的50000多例手术的电子健康记录数据以及患者相应的邮政编码。我们构建了术后并发症的统计逻辑回归模型,将由患者邮政编码组成的区域的社会脆弱性指数作为自变量,并纳入性别和种族交互项。
我们来自圣路易斯地区的样本在社会脆弱性方面表现出高度差异,从密西西比河西南部到北部,脆弱性显著快速增加,表明存在高度不平等。我们的样本中女性多于男性,且女性的社会脆弱性指数略高。术后并发症发生率在0.75%至41%之间,女性的发生率较低。我们发现社会脆弱性与心律失常相关,社会经济地位和住房状况是主要关联因素。我们还发现社会脆弱性与女性性别之间的交互作用与心脏病发作和手术伤口感染几率的增加有关。在控制一般健康状况和合并症后,这些关联消失。
我们的结果表明,社会经济地位和住房条件等社会脆弱性指标可能通过术前健康状况影响术后结果。这表明预防医学和公共卫生领域应将社会脆弱性作为优先事项,以实现手术干预更好的健康结果。