메뉴 건너뛰기




Volumn 246, Issue 5, 2007, Pages 875-885

Combining administrative and clinical data to stratify surgical risk

Author keywords

[No Author keywords available]

Indexed keywords

ABDOMINAL AORTA ANEURYSM; ACCURACY; ADMINISTRATIVE CLAIM DATA; ADULT; AGED; ANALYTIC METHOD; ANALYTICAL ERROR; ANEURYSM SURGERY; ARTICLE; CLINICAL ASSESSMENT; CLINICAL EVALUATION; CORONARY ARTERY BYPASS GRAFT; CORONARY ARTERY BYPASS SURGERY; CRANIOTOMY; DATA BASE; DEEP VEIN THROMBOSIS; FEMALE; HOSPITAL; HOSPITAL ADMISSION; HOSPITAL DISCHARGE; HUMAN; LABORATORY; LOGISTIC REGRESSION ANALYSIS; LUNG EMBOLISM; MAJOR CLINICAL STUDY; MALE; MEDICAL INFORMATION; MEDICAL RECORD; METABOLIC DISORDER; OUTCOME ASSESSMENT; POSTOPERATIVE COMPLICATION; PREDICTION; PREDICTOR VARIABLE; PRIORITY JOURNAL; RESPIRATORY FAILURE; RISK ASSESSMENT; SCORING SYSTEM; SEPSIS; STATISTICAL ANALYSIS; SURGICAL MORTALITY; SURGICAL PATIENT; SURGICAL RISK; TREATMENT OUTCOME; VITAL SIGN;

EID: 35649003824     PISSN: 00034932     EISSN: None     Source Type: Journal    
DOI: 10.1097/SLA.0b013e3180cc2e7a     Document Type: Article
Times cited : (67)

References (37)
  • 1
    • 0025953534 scopus 로고
    • Surgical wound infection rates by wound class, operative procedure and patient risk index
    • Culver DH, Horan TC, Gaynes RP, et al. Surgical wound infection rates by wound class, operative procedure and patient risk index. Am J Med. 1991;91(suppl 3B):152S-157S.
    • (1991) Am J Med , vol.91 , Issue.SUPPL. 3B
    • Culver, D.H.1    Horan, T.C.2    Gaynes, R.P.3
  • 2
    • 35648962807 scopus 로고    scopus 로고
    • Society of Thoracic Surgery, Available at:, Accessed July 3
    • Society of Thoracic Surgery. STS Database. Available at: http://www.sts.org/sections/stsnationaldatabase. Accessed July 3, 2007.
    • (2007) STS Database
  • 3
    • 35648968017 scopus 로고    scopus 로고
    • Healthcare Quality & Analysis Division
    • Office of Statewide Health Planning and Development;, Available at:, Accessed July 3
    • Office of Statewide Health Planning and Development; Healthcare Quality & Analysis Division. Outcome reports: coronary bypass (CABG) surgery. Available at: http://wwwoshpd.cahwnet.gov/HQAD/Outcomes/studies/cabg/ 2003Reports/2003Report.pdf. Accessed July 3, 2007.
    • (2007) Outcome reports: Coronary bypass (CABG) surgery
  • 4
    • 35648944145 scopus 로고    scopus 로고
    • Pennsylvania Health Care Cost Containment Council, Available at:, Accessed July 3
    • Pennsylvania Health Care Cost Containment Council. Pennsylvania's guide to coronary artery bypass graft (CABG) surgery 2004. Available at: http://www.phc4. org/reports/cabg/04/default.htm. Accessed July 3, 2007.
    • (2007) Pennsylvania's guide to coronary artery bypass graft (CABG) surgery 2004
  • 5
    • 18744421369 scopus 로고    scopus 로고
    • 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
    • Khuri SF, Daley J, Henderson W, et al. 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. Ann Surg. 1998;228:491-507.
    • (1998) Ann Surg , vol.228 , pp. 491-507
    • Khuri, S.F.1    Daley, J.2    Henderson, W.3
  • 6
    • 27744534879 scopus 로고    scopus 로고
    • Surgeon compensation: "pay for performance," the American College of Surgeons National Surgical Quality Improvement Program, the Surgical Care Improvement Program, and other considerations
    • Jones RS, Brown C, Opelka F. Surgeon compensation: "pay for performance," the American College of Surgeons National Surgical Quality Improvement Program, the Surgical Care Improvement Program, and other considerations. Surgery. 2005;138:829-836.
    • (2005) Surgery , vol.138 , pp. 829-836
    • Jones, R.S.1    Brown, C.2    Opelka, F.3
  • 7
    • 0036197685 scopus 로고    scopus 로고
    • Identifying patient preoperative risk factor and postoperative adverse events in administrative databases: Results form the department of veterans affairs national surgical quality improvement program
    • Best WR, Khuri SF, Phelan M, et al. Identifying patient preoperative risk factor and postoperative adverse events in administrative databases: results form the department of veterans affairs national surgical quality improvement program. J Am Coll Surg. 2002;194:257-266.
    • (2002) J Am Coll Surg , vol.194 , pp. 257-266
    • Best, W.R.1    Khuri, S.F.2    Phelan, M.3
  • 8
    • 35648987856 scopus 로고    scopus 로고
    • American Hospital Association, National Uniform Billing Committee, manual. Available at:, Accessed July 3
    • American Hospital Association, National Uniform Billing Committee. UB-04 data specification manual. Available at: http://www.nubc.org/public/whatsnew/ POA.pdf. Accessed July 3, 2007.
    • (2007) UB-04 data specification
  • 9
    • 0026262309 scopus 로고
    • Using clinical variables to estimate the risk of patient mortality
    • Smith DW, Pine M, Bailey RC, et al. Using clinical variables to estimate the risk of patient mortality. Med Care. 1991;29:1108-1129.
    • (1991) Med Care , vol.29 , pp. 1108-1129
    • Smith, D.W.1    Pine, M.2    Bailey, R.C.3
  • 10
    • 33846021262 scopus 로고    scopus 로고
    • Enhancement of claims data to improve risk adjustment of hospital mortality
    • Pine M, Jordan HS, Elixhauser A, et al. Enhancement of claims data to improve risk adjustment of hospital mortality. JAMA. 2007;297:71-76.
    • (2007) JAMA , vol.297 , pp. 71-76
    • Pine, M.1    Jordan, H.S.2    Elixhauser, A.3
  • 11
    • 35649027242 scopus 로고    scopus 로고
    • Pennsylvania Health Care Cost Containment Council, Available at:, Accessed July 3
    • Pennsylvania Health Care Cost Containment Council. Inpatient database. Available at: http://www.phc4. org. Accessed July 3, 2007.
    • (2007) Inpatient database
  • 12
    • 35648937427 scopus 로고    scopus 로고
    • Available at:, Accessed July 3, 2007
    • Cardinal Health. Atlas databases. Available at: http://www.mediqual.com/ products/atlas.asp. Accessed July 3, 2007.
    • Cardinal Health. Atlas databases
  • 13
    • 35648986529 scopus 로고    scopus 로고
    • AHRQ Software for SAS
    • AHRQ Software for SAS, Zipped. http://www.qualityindicators.ahrq.gov/ iqi_download.htm.
    • Zipped
  • 14
    • 35648987043 scopus 로고    scopus 로고
    • AHRQ Software for SAS
    • AHRQ Software for SAS, Zipped. http://www.qualityindicators.ahrq.gov/ psi_download.htm.
    • Zipped
  • 15
    • 67649084358 scopus 로고    scopus 로고
    • Agency for Healthcare Research and Quality, Available at:, Accessed July 3
    • Agency for Healthcare Research and Quality. Guide to inpatient quality indicators. Available at: http://www.qualityindicators.ahrq.gov/downloads/iqi/ iqi_technical_specs_v30. pdf. Accessed July 3, 2007.
    • (2007) Guide to inpatient quality indicators
  • 16
    • 37049028563 scopus 로고    scopus 로고
    • Agency for Healthcare Research and Quality, Available at:, Accessed July 3
    • Agency for Healthcare Research and Quality. Guide to patient safety indicators. Available at: http://www.qualityindicators.ahrq.gov/downloads/psi/ psi_technical_specs_v30a.pdf. Accessed July 3, 2007.
    • (2007) Guide to patient safety indicators
  • 17
    • 78650179183 scopus 로고    scopus 로고
    • Agency for Healthcare Research and Quality, APR-DRG limited license grouper. Available at:, Accessed July 3
    • Agency for Healthcare Research and Quality. Inpatient quality indicators-3M APR-DRG limited license grouper. Available at: http://www.qualityindicators.ahrq.gov/iqi_aprdrg_license.htm. Accessed July 3, 2007.
    • (2007) Inpatient quality indicators-3M
  • 18
    • 0031613172 scopus 로고    scopus 로고
    • Creation and validation of a measure of comorbidities using discharge abstract data
    • Elixhauser A, Steiner C, Harris R, et al. Creation and validation of a measure of comorbidities using discharge abstract data. Med Care. 1998;36:8-27.
    • (1998) Med Care , vol.36 , pp. 8-27
    • Elixhauser, A.1    Steiner, C.2    Harris, R.3
  • 19
    • 35649000269 scopus 로고    scopus 로고
    • SAS, Available at:, Accessed July 3
    • SAS. Technologies/Analytics: statistics. Available at: http://www.sas.com/technologies/analytics/statistics/index.html. Accessed July 3, 2007.
    • (2007) Technologies/Analytics: Statistics
  • 21
    • 0000120766 scopus 로고
    • Estimating the dimension of a model
    • Schwarz G. Estimating the dimension of a model. Ann Stat. 1978;6:461-464.
    • (1978) Ann Stat , vol.6 , pp. 461-464
    • Schwarz, G.1
  • 22
    • 0020083498 scopus 로고
    • The meaning and use of the area under a receiver operating characteristic (ROC) curve
    • Hanley JA, McNeil BJ. The meaning and use of the area under a receiver operating characteristic (ROC) curve. Radiology. 1982;143:29-36.
    • (1982) Radiology , vol.143 , pp. 29-36
    • Hanley, J.A.1    McNeil, B.J.2
  • 23
    • 31044438874 scopus 로고    scopus 로고
    • Validation of the 2000 Bernstein-Parsonnet score versus the Euroscore as a prognostic tool in cardiac surgery
    • Berman M, Stamler A, Sahar G, et al. Validation of the 2000 Bernstein-Parsonnet score versus the Euroscore as a prognostic tool in cardiac surgery. Ann Thorac Surg. 2006;81:537-540.
    • (2006) Ann Thorac Surg , vol.81 , pp. 537-540
    • Berman, M.1    Stamler, A.2    Sahar, G.3
  • 24
    • 1842832810 scopus 로고    scopus 로고
    • Distinguishing hospital complications of care from pre-existing conditions
    • Naessens JM, Huschka TR. Distinguishing hospital complications of care from pre-existing conditions. Int J Qual Health Care. 2004;16(suppl 1):i27-i35.
    • (2004) Int J Qual Health Care , vol.16 , Issue.SUPPL. 1
    • Naessens, J.M.1    Huschka, T.R.2
  • 25
    • 0031058361 scopus 로고    scopus 로고
    • Predictions of hospital mortality rates: A comparison of data sources
    • Pine M, Norusis M, Jones B, et al. Predictions of hospital mortality rates: a comparison of data sources. Ann Intern Med. 1997;126:347-354.
    • (1997) Ann Intern Med , vol.126 , pp. 347-354
    • Pine, M.1    Norusis, M.2    Jones, B.3
  • 26
    • 0032414387 scopus 로고    scopus 로고
    • Laboratory values improve predictions of hospital mortality
    • Pine M, Jones B, Lou YB. Laboratory values improve predictions of hospital mortality. Int J Qual Health Care. 1998;10:491-501.
    • (1998) Int J Qual Health Care , vol.10 , pp. 491-501
    • Pine, M.1    Jones, B.2    Lou, Y.B.3
  • 27
    • 0025202382 scopus 로고
    • Adult open heart surgery in New York State. An analysis of risk factors and hospital mortality rates
    • Hannan EL, Kilburn H Jr, O'Donnell JF, et al. Adult open heart surgery in New York State. An analysis of risk factors and hospital mortality rates. JAMA. 1990;264:2768-2774.
    • (1990) JAMA , vol.264 , pp. 2768-2774
    • Hannan, E.L.1    Kilburn Jr, H.2    O'Donnell, J.F.3
  • 28
    • 0031037746 scopus 로고    scopus 로고
    • Using Medicare claims data to assess provider quality for CABG surgery: Does it work well enough?
    • Hannan EL, Racz MJ, Jollis JG, Peterson ED. Using Medicare claims data to assess provider quality for CABG surgery: does it work well enough? Health Serv Res. 1997;31:659-678.
    • (1997) Health Serv Res , vol.31 , pp. 659-678
    • Hannan, E.L.1    Racz, M.J.2    Jollis, J.G.3    Peterson, E.D.4
  • 29
    • 13544250503 scopus 로고    scopus 로고
    • Mortality after noncardiac surgery: Prediction from administrative versus clinical data
    • Gordon HS, Johnson ML, Wray NP, et al. Mortality after noncardiac surgery: prediction from administrative versus clinical data. Med Care. 2005;43:159-167.
    • (2005) Med Care , vol.43 , pp. 159-167
    • Gordon, H.S.1    Johnson, M.L.2    Wray, N.P.3
  • 31
    • 35649028595 scopus 로고    scopus 로고
    • Regenstrief Institute, Available at:, Accessed July 3
    • Regenstrief Institute. Logical observation identifiers names and codes (LOINC). Available at: http://www.regenstrief.org.medinformatics.loinc. Accessed July 3, 2007.
    • (2007) Logical observation identifiers names and codes (LOINC)
  • 32
  • 33
    • 35648988884 scopus 로고    scopus 로고
    • Available at:, Accessed July 3, 2007
    • Health Grades. Research physicians. Available at: http://www. healthgrades.com. Accessed July 3, 2007.
    • Health Grades. Research physicians
  • 35
    • 35649026201 scopus 로고    scopus 로고
    • Linking processes and outcomes to improve surgical performance: A new approach to morbidity and mortality peer review
    • Pine M, Fry DE. Linking processes and outcomes to improve surgical performance: a new approach to morbidity and mortality peer review. Am Surg. 2006;72:1031-1037.
    • (2006) Am Surg , vol.72 , pp. 1031-1037
    • Pine, M.1    Fry, D.E.2
  • 36
    • 0141922804 scopus 로고    scopus 로고
    • Excess length of stay, charges, and mortality attributable to medical injuries during hospitalization
    • Zhan C, Miller MR. Excess length of stay, charges, and mortality attributable to medical injuries during hospitalization. JAMA. 2003;290:1868-1874.
    • (2003) JAMA , vol.290 , pp. 1868-1874
    • Zhan, C.1    Miller, M.R.2
  • 37
    • 6944244108 scopus 로고    scopus 로고
    • Hospital costs associated with surgical complications: A report from the private-sector national surgical quality improvement program
    • Dimick JB, Chen SL, Taheri PA, et al. Hospital costs associated with surgical complications: a report from the private-sector national surgical quality improvement program. J Am Coll Surg. 2004;199:531-537.
    • (2004) J Am Coll Surg , vol.199 , pp. 531-537
    • Dimick, J.B.1    Chen, S.L.2    Taheri, P.A.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.