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Volumn 17, Issue 10, 2010, Pages 1122-1129

Missing in action: A case study of the application of methods for dealing with missing data to trauma system benchmarking

Author keywords

missing data; multiple imputation; trauma registry

Indexed keywords

AMBULANCE; ARTICLE; BREATHING RATE; CASE MANAGEMENT; GLASGOW COMA SCALE; HUMAN; INFORMATION PROCESSING; INJURY SCALE; MEDICAL RECORD; OUTCOME ASSESSMENT; PATIENT TRANSPORT; PRIORITY JOURNAL; QUALITY CONTROL; STATISTICAL ANALYSIS; SUDDEN DEATH; SURVIVOR; SYSTOLIC BLOOD PRESSURE;

EID: 78649464693     PISSN: 10696563     EISSN: 15532712     Source Type: Journal    
DOI: 10.1111/j.1553-2712.2010.00887.x     Document Type: Article
Times cited : (41)

References (32)
  • 1
    • 68249114452 scopus 로고    scopus 로고
    • Multiple imputation for missing data in epidemiological and clinical research: Potential and pitfalls
    • Sterne JA, White IR, Carlin JB, et al., Multiple imputation for missing data in epidemiological and clinical research: potential and pitfalls. BMJ. 2009; 338: b2393.
    • (2009) BMJ , vol.338 , pp. 2393
    • Sterne, J.A.1    White, I.R.2    Carlin, J.B.3
  • 2
    • 34250689552 scopus 로고    scopus 로고
    • Missing data in clinical research - Part 1: An introduction and conceptual framework
    • Haukoos JS, Newgard CD,. Missing data in clinical research - part 1: an introduction and conceptual framework. Acad Emerg Med. 2007; 14: 662-8.
    • (2007) Acad Emerg Med. , vol.14 , pp. 662-8
    • Haukoos, J.S.1    Newgard, C.D.2
  • 3
    • 29544451134 scopus 로고    scopus 로고
    • Multiple imputation of the Glasgow Coma Score
    • Moore L, Lavoie A, LeSage N, et al., Multiple imputation of the Glasgow Coma Score. J Trauma. 2005; 59: 698-704.
    • (2005) J Trauma. , vol.59 , pp. 698-704
    • Moore, L.1    Lavoie, A.2    Lesage, N.3
  • 4
    • 34250614356 scopus 로고    scopus 로고
    • Missing data in clinical research - Part 2: Multiple imputation
    • Newgard CD, Haukoos JS,. Missing data in clinical research - part 2: multiple imputation. Acad Emerg Med. 2007; 14: 669-78.
    • (2007) Acad Emerg Med. , vol.14 , pp. 669-78
    • Newgard, C.D.1    Haukoos, J.S.2
  • 5
    • 33644502610 scopus 로고    scopus 로고
    • The validity of using multiple imputation for missing out-of-hospital data in a state trauma registry
    • Newgard CD,. The validity of using multiple imputation for missing out-of-hospital data in a state trauma registry. Acad Emerg Med. 2006; 13: 314-24.
    • (2006) Acad Emerg Med. , vol.13 , pp. 314-24
    • Newgard, C.D.1
  • 6
    • 35648967542 scopus 로고    scopus 로고
    • Strengthening the reporting of observational studies in epidemiology (STROBE): Explanation and elaboration
    • for the STROBE initiative
    • Vandenbrouke JP, Von Elm E, Altman DG, et al., for the STROBE initiative. Strengthening the reporting of observational studies in epidemiology (STROBE): explanation and elaboration. Ann Intern Med. 2007; 147: w163-94.
    • (2007) Ann Intern Med. , vol.147 , pp. 163-94
    • Vandenbrouke, J.P.1    Von Elm, E.2    Altman, D.G.3
  • 7
    • 35449001237 scopus 로고    scopus 로고
    • Epidemiology and contemporary patterns of trauma deaths: Changing place, similar pace, older face
    • Soreide K, Kruger AJ, Vardal AL, Ellingson CL, Soreide E, Lossius HM,. Epidemiology and contemporary patterns of trauma deaths: changing place, similar pace, older face. World J Surg. 2007; 31: 2092-103.
    • (2007) World J Surg. , vol.31 , pp. 2092-103
    • Soreide, K.1    Kruger, A.J.2    Vardal, A.L.3    Ellingson, C.L.4    Soreide, E.5    Lossius, H.M.6
  • 8
    • 78649469045 scopus 로고    scopus 로고
    • Monash University. Victorian State Trauma Outcomes Registry and Monitoring Group (VSTORM). Victorian State Trauma Registry 2005-06. Victorian Government Department of Human Services. Available at:. Accessed Jul 1, 2010
    • Monash University. Victorian State Trauma Outcomes Registry and Monitoring Group (VSTORM). Victorian State Trauma Registry 2005-06. Victorian Government Department of Human Services. Available at:. Accessed Jul 1, 2010.
  • 9
    • 78649476015 scopus 로고    scopus 로고
    • American College of Surgeons Committee on Trauma. Subcommittee on Trauma Registry Programs. National Trauma Data Bank Reference Manual: Background, Caveats, and Resources, October 2004 (based on NTDB Version 4.0). Available at:. Accessed Jul 1, 2010
    • American College of Surgeons Committee on Trauma. Subcommittee on Trauma Registry Programs. National Trauma Data Bank Reference Manual: Background, Caveats, and Resources, October 2004 (based on NTDB Version 4.0). Available at:. Accessed Jul 1, 2010.
  • 10
    • 70349425680 scopus 로고    scopus 로고
    • The trauma quality improvement program of the American College of Surgeons Committee on Trauma
    • Shafi S, Nathens AB, Cryer HG, et al., The trauma quality improvement program of the American College of Surgeons Committee on Trauma. J Am Coll Surg. 2009; 4: 521-30.
    • (2009) J Am Coll Surg. , vol.4 , pp. 521-30
    • Shafi, S.1    Nathens, A.B.2    Cryer, H.G.3
  • 12
    • 0018905062 scopus 로고
    • An anatomic index of injury severity
    • Champion HR, Sacco WJ, Lepper RL, et al., An anatomic index of injury severity. J Trauma. 1980; 20: 197-202.
    • (1980) J Trauma. , vol.20 , pp. 197-202
    • Champion, H.R.1    Sacco, W.J.2    Lepper, R.L.3
  • 14
    • 0023182532 scopus 로고
    • Evaluating trauma care: The TRISS method
    • Boyd CR, Tolson MA, Copes WS,. Evaluating trauma care: the TRISS method. J Trauma. 1987; 27: 370-8.
    • (1987) J Trauma. , vol.27 , pp. 370-8
    • Boyd, C.R.1    Tolson, M.A.2    Copes, W.S.3
  • 15
    • 0025205127 scopus 로고
    • The major trauma outcome study: Establishing national norms for trauma care
    • Champion HW, Copes WS, Sacco WJ, et al., The major trauma outcome study: establishing national norms for trauma care. J Trauma. 1990; 30: 1356-65.
    • (1990) J Trauma. , vol.30 , pp. 1356-65
    • Champion, H.W.1    Copes, W.S.2    Sacco, W.J.3
  • 16
    • 67349160741 scopus 로고    scopus 로고
    • Use of scene vital signs improves TRISS predicted survival in intubated trauma patients
    • Voskresensky I, Rivera-Tyler T, Dossett L,. Use of scene vital signs improves TRISS predicted survival in intubated trauma patients. J Surgl Res. 2009; 154: 105-11.
    • (2009) J Surgl Res. , vol.154 , pp. 105-11
    • Voskresensky, I.1    Rivera-Tyler, T.2    Dossett, L.3
  • 17
    • 33646882135 scopus 로고    scopus 로고
    • The predictive value of field versus arrival Glasgow Coma Score and TRISS calculation in moderate-to-severe traumatic brain injury
    • Davis D, Serano J, Vilke G, et al., The predictive value of field versus arrival Glasgow Coma Score and TRISS calculation in moderate-to-severe traumatic brain injury. J Trauma. 2006; 60: 985-90.
    • (2006) J Trauma. , vol.60 , pp. 985-90
    • Davis, D.1    Serano, J.2    Vilke, G.3
  • 18
    • 70350239781 scopus 로고    scopus 로고
    • Evaluating the validity of multiple imputation for missing physiological data in the national trauma data bank
    • Moore L, Hanley JA, Lavoie A, et al., Evaluating the validity of multiple imputation for missing physiological data in the national trauma data bank. J Emerg Trauma Shock. 2009; 2: 73-9.
    • (2009) J Emerg Trauma Shock. , vol.2 , pp. 73-9
    • Moore, L.1    Hanley, J.A.2    Lavoie, A.3
  • 19
    • 58749105518 scopus 로고    scopus 로고
    • Impact of statistical approaches for handling missing data on trauma centre quality
    • Glance LG, Osler TM, Mukamel DB, et al., Impact of statistical approaches for handling missing data on trauma centre quality. Ann Surg. 2009; 249: 143-9.
    • (2009) Ann Surg. , vol.249 , pp. 143-9
    • Glance, L.G.1    Osler, T.M.2    Mukamel, D.B.3
  • 20
    • 78649483104 scopus 로고    scopus 로고
    • Subcommittee on Trauma Registry Programs. National Trauma Data Bank. NTDB Research Data Set v. 7.2. Admission Year 2007. User Manual. American College of Surgeons Committee on Trauma. March 2009. Available at:. Accessed Jul 1, 2010
    • Subcommittee on Trauma Registry Programs. National Trauma Data Bank. NTDB Research Data Set v. 7.2. Admission Year 2007. User Manual. American College of Surgeons Committee on Trauma. March 2009. Available at:. Accessed Jul 1, 2010.
  • 23
    • 20344370565 scopus 로고    scopus 로고
    • Multiple imputation of missing values
    • Royston P,. Multiple imputation of missing values. Stata J. 2004; 4: 227-41.
    • (2004) Stata J. , vol.4 , pp. 227-41
    • Royston, P.1
  • 26
    • 48249126832 scopus 로고    scopus 로고
    • How should variable selection be performed with multiply imputed data?
    • Wood AM, White IA, Royston P,. How should variable selection be performed with multiply imputed data? Stat Med. 2008; 27: 3227-46.
    • (2008) Stat Med. , vol.27 , pp. 3227-46
    • Wood, A.M.1    White, I.A.2    Royston, P.3
  • 27
    • 58749116848 scopus 로고    scopus 로고
    • A comparison of hospital performance with non-ignorable missing covariates: An application to trauma care data
    • Kirkham JL,. A comparison of hospital performance with non-ignorable missing covariates: an application to trauma care data. Stat Med. 2008; 27: 5725-44.
    • (2008) Stat Med. , vol.27 , pp. 5725-44
    • Kirkham, J.L.1
  • 28
    • 0035748192 scopus 로고    scopus 로고
    • The use of multiple imputation for the analysis of missing data
    • Sinharay S, Stern HS, Russell D,. The use of multiple imputation for the analysis of missing data. Psychol Methods. 2001; 6: 317-29.
    • (2001) Psychol Methods. , vol.6 , pp. 317-29
    • Sinharay, S.1    Stern, H.S.2    Russell, D.3
  • 29
    • 33646196394 scopus 로고    scopus 로고
    • The trauma registry as a statewide quality improvement tool
    • Cameron PA, Gabbe BJ, McNeil JJ,. The trauma registry as a statewide quality improvement tool. J Trauma. 2005; 59: 1469-76.
    • (2005) J Trauma. , vol.59 , pp. 1469-76
    • Cameron, P.A.1    Gabbe, B.J.2    McNeil, J.J.3
  • 30
    • 38549140025 scopus 로고    scopus 로고
    • Trauma care systems: A comparison of trauma care in Victoria, Australia, and Hong Kong, China
    • Cheng CH, Graham BJ, Gabbe BJ,. Trauma care systems: a comparison of trauma care in Victoria, Australia, and Hong Kong, China. Ann Surg. 2008; 247: 335-42.
    • (2008) Ann Surg. , vol.247 , pp. 335-42
    • Cheng, C.H.1    Graham, B.J.2    Gabbe, B.J.3
  • 31
    • 35348893144 scopus 로고    scopus 로고
    • Detecting the blind spot: Complications in the trauma registry and trauma quality improvement
    • Hemmila MR, Jakubus JL, Wahl WL, et al., Detecting the blind spot: complications in the trauma registry and trauma quality improvement. Surgery. 2007; 142: 439-49.
    • (2007) Surgery. , vol.142 , pp. 439-49
    • Hemmila, M.R.1    Jakubus, J.L.2    Wahl, W.L.3
  • 32
    • 84856223337 scopus 로고    scopus 로고
    • The Utstein template for uniform reporting of data following major trauma: A joint revision by SCANTEM, TARN, DGU-TR and RITG
    • Ringdal KC, Coats TJ, Lefering R,. The Utstein template for uniform reporting of data following major trauma: a joint revision by SCANTEM, TARN, DGU-TR and RITG. Scand J Trauma Resusc Emerg Med. 2008; 16: e7.
    • (2008) Scand J Trauma Resusc Emerg Med. , vol.16 , pp. 7
    • Ringdal, K.C.1    Coats, T.J.2    Lefering, R.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.