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Development and Evaluation of the American College of Surgeons NSQIP Pediatric Surgical Risk Calculator.

Authors :
Kraemer, Kari
Cohen, Mark E.
Liu, Yaoming
Barnhart, Douglas C.
Rangel, Shawn J.
Saito, Jacqueline M.
Bilimoria, Karl Y.
Ko, Clifford Y.
Hall, Bruce L.
Source :
Journal of the American College of Surgeons. Nov2016, Vol. 223 Issue 5, p685-693. 9p.
Publication Year :
2016

Abstract

<bold>Background: </bold>There is an increased desire among patients and families to be involved in the surgical decision-making process. A surgeon's ability to provide patients and families with patient-specific estimates of postoperative complications is critical for shared decision making and informed consent. Surgeons can also use patient-specific risk estimates to decide whether or not to operate and what options to offer patients. Our objective was to develop and evaluate a publicly available risk estimation tool that would cover many common pediatric surgical procedures across all specialties.<bold>Study Design: </bold>American College of Surgeons NSQIP Pediatric standardized data from 67 hospitals were used to develop a risk estimation tool. Surgeons enter 18 preoperative variables (demographics, comorbidities, procedure) that are used in a logistic regression model to predict 9 postoperative outcomes. A surgeon adjustment score is also incorporated to adjust for any additional risk not accounted for in the 18 risk factors.<bold>Results: </bold>A pediatric surgical risk calculator was developed based on 181,353 cases covering 382 CPT codes across all specialties. It had excellent discrimination for mortality (c-statistic = 0.98), morbidity (c-statistic = 0.81), and 7 additional complications (c-statistic > 0.77). The Hosmer-Lemeshow statistic and graphic representations also showed excellent calibration.<bold>Conclusions: </bold>The ACS NSQIP Pediatric Surgical Risk Calculator was developed using standardized and audited multi-institutional data from the ACS NSQIP Pediatric, and it provides empirically derived, patient-specific postoperative risks. It can be used as a tool in the shared decision-making process by providing clinicians, families, and patients with useful information for many of the most common operations performed on pediatric patients in the US. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
10727515
Volume :
223
Issue :
5
Database :
Academic Search Index
Journal :
Journal of the American College of Surgeons
Publication Type :
Academic Journal
Accession number :
118922797
Full Text :
https://doi.org/10.1016/j.jamcollsurg.2016.08.542