Hostname: page-component-586b7cd67f-l7hp2 Total loading time: 0 Render date: 2024-11-26T15:37:45.989Z Has data issue: false hasContentIssue false

Analysis of outcomes for congenital cardiac disease: can we do better?

Published online by Cambridge University Press:  26 November 2007

Jeffrey P. Jacobs*
Affiliation:
The Congenital Heart Institute of Florida, Division of Thoracic and Cardiovascular Surgery, All Children’s Hospital/Children’s Hospital of Tampa, University of South Florida College of Medicine, Cardiac Surgical Associates, Saint Petersburg and Tampa, Florida, United States of America
Gil Wernovsky
Affiliation:
Divisions of Pediatric Cardiology and Critical Care Medicine, The Children’s Hospital of Philadelphia, Pennsylvania, United States of America
Martin J. Elliott
Affiliation:
Cardiac Unit, Great Ormond Street Hospital for Children, London, United Kingdom
*
Correspondence to: Jeffrey P. Jacobs MD, FACS, FACC, FCCP, Cardiovascular and Thoracic Surgeon, The Congenital Heart Institute of Florida (CHIF), Clinical Associate Professor, University of South Florida (USF), Cardiac Surgical Associates (CSA), 603 Seventh Street South, Suite 450, Saint Petersburg, FL 33701. Tel: +727 822 6666; Fax: +727 821 5994; Cell Phone: +727 235 3100 E-mail: [email protected], http://www.heartsurgery-csa.com/, http://www.CHIF.us/

Abstract

This review discusses the historical aspects, current state of the art, and potential future advances in the areas of nomenclature and databases for the analysis of outcomes of treatments for patients with congenitally malformed hearts. We will consider the current state of analysis of outcomes, lay out some principles which might make it possible to achieve life-long monitoring and follow-up using our databases, and describe the next steps those involved in the care of these patients need to take in order to achieve these objectives. In order to perform meaningful multi-institutional analyses, we suggest that any database must incorporate the following six essential elements: use of a common language and nomenclature, use of an established uniform core dataset for collection of information, incorporation of a mechanism of evaluating case complexity, availability of a mechanism to assure and verify the completeness and accuracy of the data collected, collaboration between medical and surgical subspecialties, and standardised protocols for life-long follow-up. During the 1990s, both The European Association for Cardio-Thoracic Surgery and The Society of Thoracic Surgeons created databases to assess the outcomes of congenital cardiac surgery. Beginning in 1998, these two organizations collaborated to create the International Congenital Heart Surgery Nomenclature and Database Project. By 2000, a common nomenclature, along with a common core minimal dataset, were adopted by The European Association for Cardio-Thoracic Surgery and The Society of Thoracic Surgeons, and published in the Annals of Thoracic Surgery. In 2000, The International Nomenclature Committee for Pediatric and Congenital Heart Disease was established. This committee eventually evolved into the International Society for Nomenclature of Paediatric and Congenital Heart Disease. The working component of this international nomenclature society has been The International Working Group for Mapping and Coding of Nomenclatures for Paediatric and Congenital Heart Disease, also known as the Nomenclature Working Group. By 2005, the Nomenclature Working Group crossmapped the nomenclature of the International Congenital Heart Surgery Nomenclature and Database Project of The European Association for Cardio-Thoracic Surgery and The Society of Thoracic Surgeons with the European Paediatric Cardiac Code of the Association for European Paediatric Cardiology, and therefore created the International Paediatric and Congenital Cardiac Code, which is available for free download from the internet at [http://www.IPCCC.NET].

This common nomenclature, the International Paediatric and Congenital Cardiac Code, and the common minimum database data set created by the International Congenital Heart Surgery Nomenclature and Database Project, are now utilized by both The European Association for Cardio-Thoracic Surgery and The Society of Thoracic Surgeons. Between 1998 and 2007 inclusive, this nomenclature and database was used by both these two organizations to analyze outcomes of over 100,000 patients undergoing surgical treatment for congenital cardiac disease. Two major multi-institutional efforts that have attempted to measure the complexity of congenital heart surgery are the Risk Adjustment in Congenital Heart Surgery-1 system, and the Aristotle Complexity Score. Current efforts to unify the Risk Adjustment in Congenital Heart Surgery-1 system and the Aristotle Complexity Score are in their early stages, but encouraging. Collaborative efforts involving The European Association for Cardio-Thoracic Surgery and The Society of Thoracic Surgeons are under way to develop mechanisms to verify the completeness and accuracy of the data in the databases. Under the leadership of The MultiSocietal Database Committee for Pediatric and Congenital Heart Disease, further collaborative efforts are ongoing between paediatric and congenital cardiac surgeons and other subspecialties, including paediatric cardiac anaesthesiologists, via The Congenital Cardiac Anesthesia Society, paediatric cardiac intensivists, via The Pediatric Cardiac Intensive Care Society, and paediatric cardiologists, via the Joint Council on Congenital Heart Disease and The Association for European Paediatric Cardiology.

In finalising our review, we emphasise that analysis of outcomes must move beyond mortality, and encompass longer term follow-up, including cardiac and non cardiac morbidities, and importantly, those morbidities impacting health related quality of life. Methodologies must be implemented in these databases to allow uniform, protocol driven, and meaningful, long term follow-up.

Type
Original Article
Copyright
Copyright © Cambridge University Press 2007

Access options

Get access to the full version of this content by using one of the access options below. (Log in options will check for institutional or personal access. Content may require purchase if you do not have access.)

References

1. Jenkins, KJ, Newburger, JW, Lock, JE, Davis, RB, Coffman, GA, Iezzoni, LI. In-hospital mortality for surgical repair of congenital heart defects: preliminary observations of variation by hospital caseload. Pediatrics 1995; 95: 323330. [Abstract]CrossRefGoogle ScholarPubMed
2. Mavroudis C (Chairman) and Congenital Database Subcommittee: Backer CL, Bove E, Burke RP, Cameron D, Drinkwater DC, Edwards FH, Grover FL, Hammon JW Jr, Jacobs JP, Kron IL, Mayer JE, Myers JL, Ring WS, Siewers RD, Szarnicki RJ, Watson Jr DC. Data Analyses of the Society of Thoracic Surgeons National Congenital Cardiac Surgery Database, 1994–1997, Summit Medical, Minnetonka, MN, September 1998.Google Scholar
3. Jenkins, KJ, Gauvreau, K, Newburger, JW, Kyn, LB, Iezzoni, LI, Mayer, JE. Validation of relative value scale for congenital heart operations. Ann Thorac Surg 1998; 66: 860869. [Abstract]CrossRefGoogle ScholarPubMed
4. Mavroudis, C, Gevitz, M, Ring, WS, McIntosh, C, Schwartz, M. The Society of Thoracic Surgeons National Congenital Cardiac Surgery Database. Ann Thorac Surg 1999; 68: 601624.CrossRefGoogle Scholar
5. Mavroudis, C, Jacobs, JP. The Society of Thoracic Surgeons Congenital Heart Surgery Nomenclature and Database Project. Ann Thorac Surg 2000; 69 (4 Suppl): S1S372.CrossRefGoogle Scholar
6. Mavroudis, C, Jacobs, JP. The Society of Thoracic Surgeons Congenital Heart Surgery Nomenclature and Database Project: overview and minimum dataset. Ann Thorac Surg 2000; 69 (4 Suppl): S2S17.CrossRefGoogle Scholar
7. Jacobs, JP, Quintessenza, JA, Burke, RP, Mavroudis, C. The Society of Thoracic Surgeons Congenital Heart Surgery Nomenclature and Database Project: atrial septal defect. Ann Thorac Surg 2000; 69 (4 Suppl): S18S24.CrossRefGoogle Scholar
8. Jacobs, JP, Burke, RP, Quintessenza, JA, Mavroudis, C. The Society of Thoracic Surgeons Congenital Heart Surgery Nomenclature and Database Project: ventricular septal defect. Ann Thorac Surg 2000; 69 (4 Suppl): S25S35.CrossRefGoogle Scholar
9. Jacobs, JP, Burke, RP, Quintessenza, JA, Mavroudis, C. The Society of Thoracic Surgeons Congenital Heart Surgery Nomenclature and Database Project: atrioventricular canal defect. Ann Thorac Surg 2000; 69 (4 Suppl): S36S43.CrossRefGoogle Scholar
10. Jacobs, JP, Quintessenza, JA, Gaynor, JW, Mavroudis, C. The Society of Thoracic Surgeons Congenital Heart Surgery Nomenclature and Database Project: aortopulmonary window. Ann Thorac Surg 2000; 69 (4 Suppl): S44S49.CrossRefGoogle Scholar
11. Jacobs, ML. The Society of Thoracic Surgeons Congenital Heart Surgery Nomenclature and Database Project: truncus arteriosus. Ann Thorac Surg 2000; 69 (4 Suppl): S50S55.CrossRefGoogle Scholar
12. Herlong, JR, Jaggers, JJ, Ungerleider, RM. The Society of Thoracic Surgeons Congenital Heart Surgery Nomenclature and Database Project: pulmonary venous anomalies. Ann Thorac Surg 2000; 69 (4 Suppl): S56S69.CrossRefGoogle Scholar
13. Gaynor, JW, Weinberg, PM, Spray, TL. The Society of Thoracic Surgeons Congenital Heart Surgery Nomenclature and Database Project: systemic venous anomalies. Ann Thorac Surg 2000; 69 (4 Suppl): S70S76.CrossRefGoogle Scholar
14. Jacobs, ML. The Society of Thoracic Surgeons Congenital Heart Surgery Nomenclature and Database Project: tetralogy of Fallot. Ann Thorac Surg 2000; 69 (4 Suppl): S77S82.CrossRefGoogle Scholar
15. Lacour-Gayet, F. The Society of Thoracic Surgeons Congenital Heart Surgery Nomenclature and Database Project: right ventricular outflow tract obstruction-intact ventricular septum. Ann Thorac Surg 2000; 69 (4 Suppl): S83S96.CrossRefGoogle Scholar
16. Tchervenkov, CI, Roy, N. The Society of Thoracic Surgeons Congenital Heart Surgery Nomenclature and Database Project: pulmonary atresia – ventricular septal defect. Ann Thorac Surg 2000; 69 (4 Suppl): S97S105.CrossRefGoogle Scholar
17. Dearani, JA, Danielson, GK. The Society of Thoracic Surgeons Congenital Heart Surgery Nomenclature and Database Project: Ebstein’s anomaly and tricuspid valve disease. Ann Thorac Surg 2000; 69 (4 Suppl): S106S117.CrossRefGoogle Scholar
18. Nguyen, KH. The Society of Thoracic Surgeons Congenital Heart Surgery Nomenclature and Database Project: aortic valve disease. Ann Thorac Surg 2000; 69 (4 Suppl): S118S131.CrossRefGoogle Scholar
19. Mitruka, SN, Lamberti, JJ. The Society of Thoracic Surgeons Congenital Heart Surgery Nomenclature and Database Project: mitral valve disease. Ann Thorac Surg 2000; 69 (4 Suppl): S132S146.CrossRefGoogle Scholar
20. Ring, WS. The Society of Thoracic Surgeons Congenital Heart Surgery Nomenclature and Database Project: aortic aneurysm, sinus of Valsalva aneurysm, and aortic dissection. Ann Thorac Surg 2000; 69 (4 Suppl): S147S163.CrossRefGoogle Scholar
21. Myers, JL, Mehta, SM. The Society of Thoracic Surgeons Congenital Heart Surgery Nomenclature and Database Project: aortico-left ventricular tunnel. Ann Thorac Surg 2000; 69 (4 Suppl): S164S169.CrossRefGoogle Scholar
22. Tchervenkov, CI, Jacobs, ML, Tahta, SA. The Society of Thoracic Surgeons Congenital Heart Surgery Nomenclature and Database Project: hypoplastic left heart syndrome. Ann Thorac Surg 2000; 69 (4 Suppl): S170S179.CrossRefGoogle Scholar
23. Delius, RE. The Society of Thoracic Surgeons Congenital Heart Surgery Nomenclature and Database Project: pediatric cardiomyopathies and endstage congenital heart disease. Ann Thorac Surg 2000; 69 (4 Suppl): S180S190.CrossRefGoogle Scholar
24. Mehta, SM, Myers, JL. The Society of Thoracic Surgeons Congenital Heart Surgery Nomenclature and Database Project: diseases of the pericardium. Ann Thorac Surg 2000; 69 (4 Suppl): S191S196.CrossRefGoogle Scholar
25. Jacobs, M, Mayer, JE Jr. The Society of Thoracic Surgeons Congenital Heart Surgery Nomenclature and Database Project: single ventricle. Ann Thorac Surg 2000; 69 (4 Suppl): S197S204.CrossRefGoogle Scholar
26. Jaggers, JJ, Cameron, DE, Herlong, JR, Ungerleider, RM. The Society of Thoracic Surgeons Congenital Heart Surgery Nomenclature and Database Project: transposition of the great arteries. Ann Thorac Surg 2000; 69 (4 Suppl): S205S235.CrossRefGoogle Scholar
27. Wilkinson, JL, Cochrane, AD, Karl, TR. The Society of Thoracic Surgeons Congenital Heart Surgery Nomenclature and Database Project: corrected (discordant) transposition of the great arteries (and related malformations). Ann Thorac Surg 2000; 69 (4 Suppl): S236S248.CrossRefGoogle Scholar
28. 3rdWalters, HW, Mavroudis, C, Tchervenkov, CI, Jacobs, JP, Lacour-Gayet, F, Jacobs, ML. The Society of Thoracic Surgeons Congenital Heart Surgery Nomenclature and Database Project: double outlet right ventricle. Ann Thorac Surg 2000; 69 (4 Suppl): S249S263.CrossRefGoogle Scholar
29. Tchervenkov, CI, 3rdWalters, HW, Chu, VF. The Society of Thoracic Surgeons Congenital Heart Surgery Nomenclature and Database Project: double outlet left ventricle. Ann Thorac Surg 2000; 69 (4 Suppl): S264S269.CrossRefGoogle Scholar
30. Dodge-Khatami, A, Mavroudis, C, Backer, CL. The Society of Thoracic Surgeons Congenital Heart Surgery Nomenclature and Database Project: anomalies of the coronary arteries. Ann Thorac Surg 2000; 69 (4 Suppl): S270S297.CrossRefGoogle Scholar
31. Backer, CL, Mavroudis, C. The Society of Thoracic Surgeons Congenital Heart Surgery Nomenclature and Database Project: patent ductus arteriosus, coarctation of the aorta, and interrupted aortic arch. Ann Thorac Surg 2000; 69 (4 Suppl): S298S307.CrossRefGoogle Scholar
32. Backer, CL, Mavroudis, C. The Society of Thoracic Surgeons Congenital Heart Surgery Nomenclature and Database Project: vascular rings, tracheal stenosis, and pectus excavatum. Ann Thorac Surg 2000; 69 (4 Suppl): S308S318.CrossRefGoogle Scholar
33. Deal, BJ, Jacobs, JP, Mavroudis, C. The Society of Thoracic Surgeons Congenital Heart Surgery Nomenclature and Database Project: arrhythmias. Ann Thorac Surg 2000; 69 (4 Suppl): S319S331.CrossRefGoogle Scholar
34. Rocchini, AP. The Society of Thoracic Surgeons Congenital Heart Surgery Nomenclature and Database Project: therapeutic cardiac catheter interventions. Ann Thorac Surg 2000; 69 (4 Suppl): S332S342.CrossRefGoogle Scholar
35. Gaynor, JW, Bridges, ND, Spray, TL. The Society of Thoracic Surgeons Congenital Heart Surgery Nomenclature and Database Project: endstage lung disease. Ann Thorac Surg 2000; 69 (4 Suppl): S343S357.CrossRefGoogle Scholar
36. Mehta, SM, Myers, JL. The Society of Thoracic Surgeons Congenital Heart Surgery Nomenclature and Database Project: cardiac tumors. Ann Thorac Surg 2000; 69 (4 Suppl): S358S368.CrossRefGoogle Scholar
37. Joffs, C, Sade, RM. The Society of Thoracic Surgeons Congenital Heart Surgery Nomenclature and Database Project: palliation, correction, or repair? Ann Thorac Surg 2000; 69 (4 Suppl): S369S372.CrossRefGoogle ScholarPubMed
38. Lacour-Gayet, F, Maruszewski, B, Mavroudis, C, Jacobs, JP, Elliott, MJ. Presentation of the International Nomenclature for Congenital Heart Surgery. The long way from nomenclature to collection of validated data at the EACTS. Eur J Cardiothorac Surg 2000; 18: 128135.CrossRefGoogle Scholar
39. Jacobs JP, Jacobs ML, Mavroudis C, Lacour-Gayet FG. Executive Summary: The Society of Thoracic Surgeons Congenital Heart Surgery Database – Second Harvest – (1998–2001) Beta Site Test. The Society of Thoracic Surgeons (STS) and Duke Clinical Research Institute (DCRI), Duke University Medical Center, Durham, North Carolina, United States, Fall 2002 Harvest.Google Scholar
40. Mavroudis, C, Gevitz, M, Elliott, MJ, Jacobs, JP, Gold, JP. Virtues of a worldwide congenital heart surgery database. Semin Thorac Cardiovasc Surg Pediatr Card Surg Annu 2002; 5: 126131.CrossRefGoogle ScholarPubMed
41. Lacour-Gayet, F. Risk stratification theme for congenital heart surgery. Semin Thorac Cardiovasc Surg Pediatr Card Surg Annu 2002; 5: 148152.CrossRefGoogle ScholarPubMed
42. Jacobs, JP. Software development, nomenclature schemes, and mapping strategies for an international pediatric cardiac surgery database system. Semin Thorac Cardiovasc Surg Pediatr Card Surg Annu 2002; 5: 153162.CrossRefGoogle ScholarPubMed
43. Mavroudis, C, Jacobs, JP. Congenital heart disease outcome analysis: methodology and rationale. J Thorac Cardiovasc Surg 2002; 123: 67.CrossRefGoogle Scholar
44. Jenkins, KJ, Gauvreau, K, Newburger, JW, Spray, TL, Moller, JH, Iezzoni, LI. Consensus-based method for risk adjustment for surgery for congenital heart disease. J Thorac Cardiovasc Surg 2002; 123: 110118. [Abstract/Full Text]CrossRefGoogle ScholarPubMed
45. Maruszewski, B, Lacour-Gayet, F, Elliott, MJ, et al. . International Congenital Heart Surgery Nomenclature and Database Project; Congenital Heart Surgery Committees of the Society of Thoracic Surgeons and the European Association for Cardiothoracic Surgery. Congenital Heart Surgery Nomenclature and Database Project: update and proposed data harvest. Eur J Cardiothorac Surg 2002; 21: 4749.CrossRefGoogle Scholar
46. Gaynor, JW, Jacobs, JP, Jacobs, ML, et al. . International Congenital Heart Surgery Nomenclature and Database Project. Congenital Heart Surgery Committees of the Society of Thoracic Surgeons. European Association for Cardio-Thoracic Surgery. Congenital Heart Surgery Nomenclature and Database Project: update and proposed data harvest. Ann Thorac Surg 2002; 73: 10161018.CrossRefGoogle Scholar
47. Beland, MJ, Jacobs, JP, Tchervenkov, CI, Franklin, RC. International Working Group for Mapping and Coding of Nomenclatures for Paediatric and Congenital Heart Disease. Report from the Executive of The International Working Group for Mapping and Coding of Nomenclatures for Paediatric and Congenital Heart Disease. Cardiol Young. 2002; 12: 425430.CrossRefGoogle Scholar
48. Franklin, RC, Jacobs, JP, Tchervenkov, CI, Beland, MJ. Bidirectional crossmap of the Short Lists of the European Paediatric Cardiac Code and the International Congenital Heart Surgery Nomenclature and Database Project. Cardiol Young 2002; 12: 431435.CrossRefGoogle ScholarPubMed
49. Kurosawa, H, Gaynor, JW, Jacobs, JP, et al. . Congenital heart surgery nomenclature and database project. Update and proposed data harvest. Jpn J Thorac Cardiovasc Surg 2002; 50: 498501.CrossRefGoogle ScholarPubMed
50. Jacobs JP, Jacobs ML, Mavroudis C, Lacour-Gayet FG. Executive Summary: The Society of Thoracic Surgeons Congenital Heart Surgery Database – Third Harvest – (1998–2002). The Society of Thoracic Surgeons (STS) and Duke Clinical Research Institute (DCRI), Duke University Medical Center, Durham, North Carolina, United States, Spring 2003 Harvest.Google Scholar
51. Jacobs JP, Jacobs ML, Mavroudis C, Lacour-Gayet FG. Executive Summary: The Society of Thoracic Surgeons Congenital Heart Surgery Database – Fourth Harvest – (2002–2003). The Society of Thoracic Surgeons (STS) and Duke Clinical Research Institute (DCRI), Duke University Medical Center, Durham, North Carolina, United States, Spring 2004 Harvest.Google Scholar
52. Jenkins, KJ. Risk adjustment for congenital heart surgery: The RACHS-1 method. SeminThorac Cardiovasc Surg Pediatr Card Surg Annu 2004; 7: 180184.CrossRefGoogle ScholarPubMed
53. Beland, MJ, Franklin, RC, Jacobs, JP, et al. . Update from the International Working Group for Mapping and Coding of Nomenclatures for Paediatric and Congenital Heart Disease. Cardiol Young 2004; 14: 225229.CrossRefGoogle Scholar
54. Lacour-Gayet, FG, Clarke, D, Jacobs, JP, et al. the Aristotle Committee. The Aristotle Score: A Complexity-Adjusted Method to Evaluate Surgical Results. Eur J Cardiothorac Surg, 2004; 25: 911924.CrossRefGoogle Scholar
55. Lacour-Gayet, FG, Clarke, D, Jacobs, JP, et al. the Aristotle Committee. The Aristotle Score for Congenital Heart Surgery. Semin Thorac Cardiovasc Surg Pediatr Card Surg Annu 2004; 7: 185191.CrossRefGoogle ScholarPubMed
56. Jacobs, JP, Mavroudis, C, Jacobs, ML, et al. . Lessons learned from the data analysis of the second harvest (1998–2001) of the Society of Thoracic Surgeons (STS) Congenital Heart Surgery Database. Eur J Cardiothorac Surg 2004; 26: 1837.CrossRefGoogle Scholar
57. Jacobs JP, Jacobs ML, Mavroudis C, Lacour-Gayet FG. Executive Summary: The Society of Thoracic Surgeons Congenital Heart Surgery Database – Fifth Harvest – (2002–2004). The Society of Thoracic Surgeons (STS) and Duke Clinical Research Institute (DCRI), Duke University Medical Center, Durham, North Carolina, United States, Spring 2005 Harvest.Google Scholar
58. Welke, KF, Jacobs, JP, Jenkins, KJ. Evaluation of quality of care for congenital heart disease. Semin Thorac Cardiovasc Surg Pediatr Card Surg Annu 2005: 157167.CrossRefGoogle ScholarPubMed
59. Jacobs, JP, Elliott, MJ, Anderson, RH, et al. . Creating a database with cardioscopy and intra-operative imaging. Cardiol Young 2005; 15 (1 Suppl): 184189.CrossRefGoogle ScholarPubMed
60. Jacobs, JP, Maruszewski, B, Tchervenkov, CI, et al. . The current status and future directions of efforts to create a global database for the outcomes of therapy for congenital heart disease. Cardiol Young 2005; 15 (1 Suppl): 190197.CrossRefGoogle ScholarPubMed
61. Jacobs, JP, Lacour-Gayet, FG, Jacobs, ML, et al. . Initial application in the STS congenital database of complexity adjustment to evaluate surgical case mix and results. Ann Thorac Surg 2005; 79: 16351649.CrossRefGoogle ScholarPubMed
62. Lacour-Gayet, F, Clarke, DR. Aristotle Committee. The Aristotle method: a new concept to evaluate quality of care based on complexity. Curr Opin Pediatr 2005; 17: 412417.CrossRefGoogle Scholar
63. Lacour-Gayet, F, Jacobs, JP, Clarke, DR, et al. . Performance of surgery for congenital heart disease: shall we wait a generation or look for different statistics? J Thorac Cardiovasc Surg 2005; 130: 234235.CrossRefGoogle ScholarPubMed
64. Maruszewski, B, Lacour-Gayet, F, Monro, JL, Keogh, BE, Tobota, Z, Kansy, A. An attempt at data verification in the EACTS Congenital Database. Eur J Cardiothorac Surg 2005; 28: 400404; discussion 405–406.CrossRefGoogle ScholarPubMed
65. Jacobs, ML. Editorial comment. Eur J Cardiothorac Surg 2005; 28: 405406.CrossRefGoogle Scholar
66. Jacobs, JP, Maruszewski, B. European Association for Cardiothoracic Surgery-Society of Thoracic Surgeons Joint Congenital Heart Surgery Nomenclature and Database Committee. Computerized outcomes analysis for congenital heart disease. Curr Opin Pediatr 2005; 17: 586591.CrossRefGoogle ScholarPubMed
67. Jacobs, JP, Jacobs, ML, Maruszewski, B, et al. . Current status of the European Association for Cardio-Thoracic Surgery and the Society of Thoracic Surgeons Congenital Heart Surgery Database. Ann Thorac Surg 2005; 80: 22782283; discussion 2283–2284.CrossRefGoogle Scholar
68. Jacobs, JP, Franklin, RCG, Jacobs, ML, et al. . Classification of the functionally univentricular heart: unity from mapped codes. Cardiol Young 2006; 16 (1 Suppl): 921.CrossRefGoogle ScholarPubMed
69. Jacobs, JP, Mavroudis, C, Jacobs, ML, et al. . What is operative mortality? Defining death in a surgical registry database: A report of the STS Congenital Database Taskforce and the Joint EACTSSTS Congenital Database Committee. Ann Thorac Surg 2006; 81: 19371941.CrossRefGoogle Scholar
70. Jacobs JP, Jacobs ML, Mavroudis C, Lacour-Gayet FG, Tchervenkov CI. Executive Summary: The Society of Thoracic Surgeons Congenital Heart Surgery Database – Sixth Harvest – (2002–2005). The Society of Thoracic Surgeons (STS) and Duke Clinical Research Institute (DCRI), Duke University Medical Center, Durham, North Carolina, United States, Spring 2006 Harvest.Google Scholar
71. Tchervenkov, CI, Jacobs, JP, Weinberg, PM, et al. . The nomenclature, definition and classification of hypoplastic left heart syndrome. Cardiol Young 2006; 16: 339368.CrossRefGoogle ScholarPubMed
72. Jacobs, JP, Franklin, RCG, Wilkinson, JL, et al. . The nomenclature, definition and classification of discordant atrioventricular connections. Cardiol Young 2006; 16 (3 Suppl): 7284.CrossRefGoogle ScholarPubMed
73. Al-Radi, OO, Harrell, FE Jr, Caldarone, CA, et al. . Case complexity scores in congenital heart surgery: a comparative study of the Aristotle Basic Complexity score and the Risk Adjustment in Congenital Heart Surgery (RACHS-1) system. J Thorac Cardiovasc Surg 2007; 133: 865875. Epub 2007 Mar 2CrossRefGoogle ScholarPubMed
74. Jacobs, JP, Mavroudis, C, Jacobs, ML, et al. . Nomenclature and Databases – The Past, the Present, and the Future: A Primer for the Congenital Heart Surgeon. Pediatr Cardiol 2007; 28: 105115. Epub 2007 May 4.CrossRefGoogle ScholarPubMed
75. Lacour-Gayet FG, Jacobs JP, Clarke, DR, et al. Evaluation of Quality of Care in Congenital Heart Surgery: Contribution of the Aristotle Complexity Score. Adv Pediatr, accepted for publication, in press, 2007.CrossRefGoogle Scholar
76. O’Brien SM, Jacobs JP, Clarke DR, et al. Accuracy of the Aristotle Basic Complexity Score for Classifying the Mortality and Morbidity Potential of Congenital Heart Surgery Procedures. Ann Thorac Surg, accepted for publication, in press, 2007.CrossRefGoogle Scholar
77. Jacobs, JP, Anderson, RH, Weinberg, P, et al. . The nomenclature, definition and classification of cardiac structures in the setting of heterotaxy. Cardiol Young 2007; 17 (Suppl. 2): 1–28.CrossRefGoogle ScholarPubMed
78. Jacobs JP, Jacobs ML, Mavroudis C, et al. What is operative morbidity? Defining complications in a surgical registry database: A report of the STS Congenital Database Taskforce and the Joint EACTSSTS Congenital Database Committee. Ann Thorac Surg, accepted for publication, in press.Google Scholar
79. Jacobs JP, Benavidez OJ, Bacha EA, et al. The nomenclature of patient safety applied to congenital heart disease quality of care: A report of the STS Congenital Database Taskforce Subcommittee on Patient Safety. Ann Thorac Surg, in review.Google Scholar
80. Strickland MJ, Riehle-Colarusso TJ, Jacobs JP, et al. The utility of administrative databases for congenital heart surgery outcomes analysis. J Am Coll Cardiol, in review.Google Scholar
81. Jacobs JP, Jacobs ML, Lacour-Gayet FG, et al. Case mix complexity adjustment using both RACHS-1 and Aristotle applied to 45635 Operations in the STS Congenital Database. J Thorac Cardiovasc Surg, in review.Google Scholar
82. Wernovsky, G, Rome, JJ, Tabbutt, S, et al. . Guidelines for the outpatient management of complex congenital heart disease. Congenit Heart Dis 2006; 1: 1026.CrossRefGoogle ScholarPubMed
83. Jacobs, ML, Mavroudis, C, Jacobs, JP, Tchervenkov, CI, Pelletier, GJ. Report of the 2005 STS Congenital Heart Surgery Practice and Manpower Survey: A Report from The STS Workforce on Congenital Heart Surgery. Ann Thorac Surg 2006; 82: 115211581159e1–5; discussion 1158–1159.CrossRefGoogle ScholarPubMed
84. Boethig, D, Jenkins, KJ, Hecker, H, Thies, WR, Breymann, T. The RACHS-1 risk categories reflect mortality and length of hospital stay in a large German pediatric cardiac surgery population. Eur J Cardiothorac Surg 2004l; 26: 1217.CrossRefGoogle Scholar
85. Kang, N, Cole, T, Tsang, V, Elliott, M, de Leval, M. Risk stratification in paediatric open-heart surgery. Eur J Cardiothorac Surg 2004; 26: 311.CrossRefGoogle ScholarPubMed
86. Elfstrom, J, Stubberod, A, Troeng, T. Patients not included in medical audit have a worse outcome than those included. Int J Qual Health Care 1996; 8: 153157.CrossRefGoogle Scholar
87. Gibbs, JL, Monro, JL, Cunningham, D, Rickards, A, Society of Cardiothoracic Surgeons of Great Britain and Northern Ireland, Paediatric Cardiac Association, Alder Hey Hospital. Survival after surgery or therapeutic catheterisation for congenital heart disease in children in the United Kingdom: analysis of the central cardiac audit database for 2000-1. BMJ 2004; 328 (7440): 611. Epub 2004 Feb 24.CrossRefGoogle ScholarPubMed
88. Cronk, CE, Malloy, ME, Pelech, AN, et al. . Completeness of state administrative databases for surveillance of congenital heart disease. Birth Defects Res A Clin Mol Teratol 2003; 67: 597603.CrossRefGoogle ScholarPubMed
89. Frohnert, BK, Lussky, RC, Alms, MA, Mendelsohn, NJ, Symonik, DM, Falken, MC. Validity of hospital discharge data for identifying infants with cardiac defects. J Perinatol 2005; 25: 737742.CrossRefGoogle ScholarPubMed
91. http://www.wspchs.com/, accessed May 28, 2007.Google Scholar
92. Lacour-Gayet, F, Jacobs, ML, Jacobs, JP, Mavroudis, C. The need for an objective evaluation of morbidity in congenital heart surgery. Ann Thorac Surg 2007; 84: 12.CrossRefGoogle ScholarPubMed