title: Lessons learned from the data analysis of the second harvest (1998-2001) of the Society of Thoracic Surgeons (STS) Congenital Heart Surgery Database.
abstract: OBJECTIVE
  The analysis of the second harvest of the STS Congenital Heart Surgery Database produced meaningful outcome data and several critical lessons relevant to congenital heart surgery outcomes analysis worldwide.
  
  
  METHODS
  This data harvest represents the first STS multi-institutional experience with software utilizing the nomenclature and database requirements adopted by the STS and EACTS (April 2000 Annals of Thoracic Surgery). Members of the STS Congenital Heart Committee analyzed the STS data.
  
  
  RESULTS
  This STS harvest includes data from 16 centers (12787 cases, 2881 neonates, 4124 infants). In 2002, the EACTS reported similar outcome data utilizing the same database definitions (41 centers, 12736 cases, 2245 neonates, 4195 infants). Lessons from the analysis include: (1) Death must be clearly defined. (2) The Primary Procedure in a given operation must be documented. (3) Inclusionary and exclusionary criteria for all diagnoses and procedures must be agreed upon. (4) Missing data values remain an issue for the database. (5) Generic terms in the nomenclature lists, that is terms ending in Not Otherwise Specified (NOS), are redundant and decrease the clarity of data analysis. (6) Methodology needs to be developed and implemented to assure and verify data completeness and data accuracy. 'Operative Mortality' and 'Mortality Assigned to this Operation' were defined by the STS and EACTS; these definitions were not utilized uniformly. 'Thirty Day Mortality' was problematic because some centers did not track mortality after hospital discharge. Only 'Mortality Prior to Discharge' was consistently reported. Designation of Primary Procedure for a given operation determines its location for analysis. Until Complexity Scores lead to automated methodology for choosing the Primary Procedure, the surgeon must designate the Primary Procedure. Inclusionary and exclusionary criteria for all diagnoses and procedures have been developed in an effort to define acceptable concomitant diagnoses and procedures for each analysis. Improvements in data completeness can be achieved using a variety of techniques including developing more functional techniques of data entry at individual institutions and software improvements. Future versions of the STS Congenital Database will request that the coding of diagnoses and procedures avoid the terms ending in NOS.
  
  
  CONCLUSIONS
  Lessons from this data harvest should improve congenital heart surgery outcome analysis.
authors.affiliation: Congenital Heart Institute of Florida, Pediatric Cardiac Surgery, All Children's Hospital, University of South Florida School of Medicine, Saint Petersburg, FL, USA. jeffjacobs@msn.com
authors.forename: Jeffrey Phillip
authors.initials: JP
authors.lastname: Jacobs
authors.forename: Constantine
authors.initials: C
authors.lastname: Mavroudis
authors.forename: Marshall Lewis
authors.initials: ML
authors.lastname: Jacobs
authors.forename: Francois G
authors.initials: FG
authors.lastname: Lacour-Gayet
authors.forename: Christo I
authors.initials: CI
authors.lastname: Tchervenkov
authors.forename: J
authors.initials: J
authors.lastname: William Gaynor
authors.forename: David Robinson
authors.initials: DR
authors.lastname: Clarke
authors.forename: Thomas L
authors.initials: TL
authors.lastname: Spray
authors.forename: Bohdan
authors.initials: B
authors.lastname: Maruszewski
authors.forename: Giovanni
authors.initials: G
authors.lastname: Stellin
authors.forename: Martin J
authors.initials: MJ
authors.lastname: Elliott
authors.forename: Rachel S
authors.initials: RS
authors.lastname: Dokholyan
authors.forename: Eric D
authors.initials: ED
authors.lastname: Peterson
mesh_terms: D016208:Databases, Factual; D005260:Female; D006330:Heart Defects, Congenital / Q000401:mortality / Q000601:surgery*; D006801:Humans; D007223:Infant; D007231:Infant, Newborn; D008297:Male; D011183:Postoperative Complications / Q000401:mortality; D012955:Societies, Medical; D009626:Terminology as Topic; D016896:Treatment Outcome