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Journal ArticleDOI

The Influence of Race on Short-term Outcomes After Laminectomy and/or Fusion Spine Surgery.

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TLDR
African-American race is independently associated with prolonged LOS, major complications, and a need to be discharged with continued care in patients undergoing elective spine surgery.
Abstract
Study design A retrospective cohort analysis of prospectively collected clinical data. Objective The aim of this study was to assess the effect of race on outcomes in patients undergoing elective laminectomy and/or fusion spine surgery. Summary of background data Studies that have looked at the effect of race on spine surgery outcomes have failed to take into account baseline risk factors that may influence peri-operative outcomes. Methods We identified 48,493 adult patients who underwent elective spine surgery consisting of elective laminectomy and/or fusion, from 2006 to 2012, at hospitals participating in the American College of Surgeons National Surgical Quality Improvement Program (ACS NSQIP), a prospectively collected, national clinical database with established reproducibility and validity. Pre- and intraoperative characteristics and 30-day outcomes were stratified by race. We used propensity scores to match African-American and Caucasian patients on all pre- and intraoperative factors, including by principal diagnosis leading to surgery as well as surgery performed. We used regular and conditional logistic regression to predict the effect of race on adverse postoperative outcomes in the full sample and matched sample. Results Caucasians comprised 82% of our sample. We found no differences in the incidence of pre- and intraoperative factors when comparing Caucasian patients with all minority patients, and only minimal increased odds for prolonged length of length of hospitalization (LOS) and discharge with continued care. However, African-American patients, who comprised 39% of our minority sample, had more preoperative comorbidities than Caucasian patients. Even after eliminating all differences between pre- and intraoperative factors between Caucasian and African-American patients, African-American patients continued to have LOS that was, on average, one day longer than Caucasian patients. African-American patients also had higher odds for major complications [odds ratio (OR) = 1.3; 95% confidence interval (95% CI) 1.1-1.6], and to be discharged requiring continued care (OR = 2.3; 95% CI 1.8-2.8). Conclusion African-American race is independently associated with prolonged LOS, major complications, and a need to be discharged with continued care in patients undergoing elective spine surgery. Level of evidence 3.

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Citations
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Journal ArticleDOI

Racial Disparities in Surgical Outcomes After Spine Surgery: An ACS-NSQIP Analysis

TL;DR: NA and NA race were found to independently affect rates of complications, LOS, and operation time and exhibit disproportionate comorbidity burden and greater 30-day complications compared with CA patients.
Journal ArticleDOI

Predicting nonroutine discharge after elective spine surgery: external validation of machine learning algorithms.

TL;DR: This institutional external validation of a previously developed machine learning algorithm suggests a reliable method for identifying patients with lumbar disc disorder at risk for nonroutine discharge and may be used by multidisciplinary teams of case managers and spine surgeons to strategically invest additional time and resources into postoperative plans.
Journal ArticleDOI

Influence of racial disparities on patient-reported satisfaction and short- and long-term perception of health status after elective lumbar spine surgery

TL;DR: The study data suggest that there is a significant difference in the perception of health, pain, and disability between AA and white patients at baseline and short- and long-term follow-ups, which may influence overall patient satisfaction.
Journal ArticleDOI

Black Race as a Social Determinant of Health and Outcomes After Lumbar Spinal Fusion Surgery: A Multistate Analysis, 2007 to 2014.

TL;DR: It is demonstrated that black patients, as compared to white patients, are more likely to have postoperative complications, longer postoperative lengths of stay, higher total hospital charges, and increased odds of 30- and 90- day readmissions following lumbar spinal fusion surgery.
References
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Journal ArticleDOI

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TL;DR: The authors discusses the central role of propensity scores and balancing scores in the analysis of observational studies and shows that adjustment for the scalar propensity score is sufficient to remove bias due to all observed covariates.
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TL;DR: In this paper, a generalized linear model for longitudinal data and transition models for categorical data are presented. But the model is not suitable for categric data and time dependent covariates are not considered.
Journal ArticleDOI

The Department of Veterans Affairs' NSQIP: the first national, validated, outcome-based, risk-adjusted, and peer-controlled program for the measurement and enhancement of the quality of surgical care. National VA Surgical Quality Improvement Program.

TL;DR: In this article, the authors provide reliable risk-adjusted morbidity and mortality rates after major surgery to the 123 Veterans Affairs Medical Centers (VAMCs) performing major surgery, and use risk adjusted outcomes in the monitoring and improvement of the quality of surgical care to all veterans.
Journal ArticleDOI

Toward Robust Information: Data Quality and Inter-Rater Reliability in the American College of Surgeons National Surgical Quality Improvement Program

TL;DR: Audit results show that data have been reliable since the program's inception and that reliability has improved every year, and Estimated kappa values suggest substantial or almost perfect agreement for most variables.
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