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Volumn 47, Issue 4, 2019, Pages 493-500

Variation in identifying sepsis and organ dysfunction using administrative versus electronic clinical data and impact on hospital outcome comparisons

(21)  Rhee, Chanu a,b   Jentzsch, Maximilian S a,c   Kadri, Sameer S d   Seymour, Christopher W e   Angus, Derek C e   Murphy, David J f   Martin, Greg S f   Dantes, Raymund B g   Epstein, Lauren g   Fiore, Anthony E g   Jernigan, John A g   Danner, Robert L d   Warren, David K h   Septimus, Edward J a,i   Hickok, Jason j   Poland, Russell E a,j   Jin, Robert a   Fram, David k   Schaaf, Richard k   Wang, Rui a   more..


Author keywords

administrative data; hospital outcomes; organ dysfunction; sepsis; surveillance

Indexed keywords

ANTIBIOTIC AGENT; BILIRUBIN; CREATININE; HYPERTENSIVE FACTOR; LACTIC ACID;

EID: 85058554228     PISSN: 00903493     EISSN: 15300293     Source Type: Journal    
DOI: 10.1097/CCM.0000000000003554     Document Type: Article
Times cited : (46)

References (40)
  • 1
    • 85031326158 scopus 로고    scopus 로고
    • Incidence and trends of sepsis in US hospitals using clinical vs claims data, 2009-2014
    • Rhee C, Dantes R, Epstein L, et al: Incidence and trends of sepsis in US hospitals using clinical vs claims data, 2009-2014. JAMA 2017; 318:1241-1249
    • (2017) JAMA , vol.318 , pp. 1241-1249
    • Rhee, C.1    Dantes, R.2    Epstein, L.3
  • 2
    • 84937565494 scopus 로고    scopus 로고
    • Temporal changes in the influence of hospitals and regional healthcare networks on severe sepsis mortality
    • Prescott HC, Kepreos KM, Wiitala WL, et al: Temporal changes in the influence of hospitals and regional healthcare networks on severe sepsis mortality. Crit Care Med 2015; 43:1368-1374
    • (2015) Crit Care Med , vol.43 , pp. 1368-1374
    • Prescott, H.C.1    Kepreos, K.M.2    Wiitala, W.L.3
  • 3
    • 84936757740 scopus 로고    scopus 로고
    • Hospital variations in severe sepsis mortality
    • Wang HE, Donnelly JP, Shapiro NI, et al: Hospital variations in severe sepsis mortality. Am J Med Qual 2015; 30:328-336
    • (2015) Am J Med Qual , vol.30 , pp. 328-336
    • Wang, H.E.1    Donnelly, J.P.2    Shapiro, N.I.3
  • 4
    • 85056515628 scopus 로고    scopus 로고
    • Mortality measures to profile hospital performance for patients with septic shock
    • Walkey AJ, Shieh MS, Liu VX, et al: Mortality measures to profile hospital performance for patients with septic shock. Crit Care Med 2018; 46:1247-1254
    • (2018) Crit Care Med , vol.46 , pp. 1247-1254
    • Walkey, A.J.1    Shieh, M.S.2    Liu, V.X.3
  • 5
    • 85054744385 scopus 로고    scopus 로고
    • Assessing variability in hospital-level mortality among U.S.Medicare beneficiaries with hospitalizations for severe sepsis and septic shock
    • Hatfield KM, Dantes RB, Baggs J, et al: Assessing variability in hospital-level mortality among U.S. Medicare beneficiaries with hospitalizations for severe sepsis and septic shock. Crit Care Med 2018; 46:1753-1760
    • (2018) Crit Care Med , vol.46 , pp. 1753-1760
    • Hatfield, K.M.1    Dantes, R.B.2    Baggs, J.3
  • 6
    • 84899769504 scopus 로고    scopus 로고
    • Regulatory mandates for sepsis care-reasons for caution
    • Rhee C, Gohil S, Klompas M: Regulatory mandates for sepsis care-reasons for caution. N Engl J Med 2014; 370:1673-1676
    • (2014) N Engl J Med , vol.370 , pp. 1673-1676
    • Rhee, C.1    Gohil, S.2    Klompas, M.3
  • 7
    • 84975073304 scopus 로고    scopus 로고
    • We need better tools for sepsis surveillance
    • Klompas M, Rhee C: We need better tools for sepsis surveillance. Crit Care Med 2016; 44:1441-1442
    • (2016) Crit Care Med , vol.44 , pp. 1441-1442
    • Klompas, M.1    Rhee, C.2
  • 8
    • 85030999965 scopus 로고    scopus 로고
    • Counting sepsis, an imprecise but improving science
    • Rudd KE, Delaney A, Finfer S: Counting sepsis, an imprecise but improving science. JAMA 2017; 318:1228-1229
    • (2017) JAMA , vol.318 , pp. 1228-1229
    • Rudd, K.E.1    Delaney, A.2    Finfer, S.3
  • 9
    • 84966293240 scopus 로고    scopus 로고
    • Objective sepsis surveillance using electronic clinical data
    • Rhee C, Kadri S, Huang SS, et al: Objective sepsis surveillance using electronic clinical data. Infect Control Hosp Epidemiol 2016; 37:163-171
    • (2016) Infect Control Hosp Epidemiol , vol.37 , pp. 163-171
    • Rhee, C.1    Kadri, S.2    Huang, S.S.3
  • 10
    • 85011593497 scopus 로고    scopus 로고
    • Estimating ten-year trends in septic shock incidence and mortality in United States Academic Medical Centers using clinical data
    • Kadri SS, Rhee C, Strich JR, et al: Estimating ten-year trends in septic shock incidence and mortality in United States Academic Medical Centers using clinical data. Chest 2017; 151:278-285
    • (2017) Chest , vol.151 , pp. 278-285
    • Kadri, S.S.1    Rhee, C.2    Strich, J.R.3
  • 11
    • 84942191622 scopus 로고    scopus 로고
    • Improving documentation and coding for acute organ dysfunction biases estimates of changing sepsis severity and burden: A retrospective study
    • Centers for Disease Control and Prevention Epicenters Program
    • Rhee C, Murphy MV, Li L, et al; Centers for Disease Control and Prevention Epicenters Program: Improving documentation and coding for acute organ dysfunction biases estimates of changing sepsis severity and burden: A retrospective study. Crit Care 2015; 19:338
    • (2015) Crit Care , vol.19 , pp. 338
    • Rhee, C.1    Murphy, M.V.2    Li, L.3
  • 12
    • 84959020759 scopus 로고    scopus 로고
    • Quantifying the improvement in sepsis diagnosis, documentation, and coding: The marginal causal effect of year of hospitalization on sepsis diagnosis
    • Jafarzadeh SR, Thomas BS, Marschall J, et al: Quantifying the improvement in sepsis diagnosis, documentation, and coding: The marginal causal effect of year of hospitalization on sepsis diagnosis. Ann Epidemiol 2016; 26:66-70
    • (2016) Ann Epidemiol , vol.26 , pp. 66-70
    • Jafarzadeh, S.R.1    Thomas, B.S.2    Marschall, J.3
  • 13
    • 0034958947 scopus 로고    scopus 로고
    • Epidemiology of severe sepsis in the United States: Analysis of incidence, outcome, and associated costs of care
    • Angus DC, Linde-Zwirble WT, Lidicker J, et al: Epidemiology of severe sepsis in the United States: Analysis of incidence, outcome, and associated costs of care. Crit Care Med 2001; 29:1303-1310
    • (2001) Crit Care Med , vol.29 , pp. 1303-1310
    • Angus, D.C.1    Linde-Zwirble, W.T.2    Lidicker, J.3
  • 14
    • 84901367807 scopus 로고    scopus 로고
    • Identifying patients with severe sepsis using administrative claims: Patient-level validation of the angus implementation of the international consensus conference definition of severe sepsis
    • Iwashyna TJ, Odden A, Rohde J, et al: Identifying patients with severe sepsis using administrative claims: Patient-level validation of the angus implementation of the international consensus conference definition of severe sepsis. Med Care 2014; 52:e39-e43
    • (2014) Med Care , vol.52 , pp. e39-e43
    • Iwashyna, T.J.1    Odden, A.2    Rohde, J.3
  • 15
    • 0030015661 scopus 로고    scopus 로고
    • The SOFA (Sepsis-related Organ Failure Assessment) score to describe organ dysfunction/failure
    • On behalf of the Working Group on Sepsis-Related Problems of the European Society of Intensive Care Medicine
    • Vincent JL, Moreno R, Takala J, et al: The SOFA (Sepsis-related Organ Failure Assessment) score to describe organ dysfunction/failure. On behalf of the Working Group on Sepsis-Related Problems of the European Society of Intensive Care Medicine. Intensive Care Med 1996; 22:707-710
    • (1996) Intensive Care Med , vol.22 , pp. 707-710
    • Vincent, J.L.1    Moreno, R.2    Takala, J.3
  • 16
    • 10244236377 scopus 로고    scopus 로고
    • Acute renal failure-definition, outcome measures, animal models, fluid therapy and information technology needs: The Second International Consensus Conference of the Acute Dialysis Quality Initiative (ADQI) Group
    • Acute Dialysis Quality Initiative Work Group
    • Bellomo R, Ronco C, Kellum JA, et al; Acute Dialysis Quality Initiative Work Group: Acute renal failure-definition, outcome measures, animal models, fluid therapy and information technology needs: The Second International Consensus Conference of the Acute Dialysis Quality Initiative (ADQI) Group. Crit Care 2004; 8:R204-R212
    • (2004) Crit Care , vol.8 , pp. R204-R212
    • Bellomo, R.1    Ronco, C.2    Kellum, J.A.3
  • 17
    • 0026710191 scopus 로고
    • Definitions for sepsis and organ failure and guidelines for the use of innovative therapies in sepsis
    • The ACCP/SCCM Consensus Conference Committee. American College of Chest Physicians/Society of Critical Care Medicine
    • Bone RC, Balk RA, Cerra FB, et al: Definitions for sepsis and organ failure and guidelines for the use of innovative therapies in sepsis. The ACCP/SCCM Consensus Conference Committee. American College of Chest Physicians/Society of Critical Care Medicine. Chest 1992; 101:1644-1655
    • (1992) Chest , vol.101 , pp. 1644-1655
    • Bone, R.C.1    Balk, R.A.2    Cerra, F.B.3
  • 18
    • 0037396875 scopus 로고    scopus 로고
    • 2001 SCCM/ESICM/ACCP/ATS/SIS International Sepsis Definitions Conference
    • Levy MM, Fink MP, Mar4shall JC, et al: 2001 SCCM/ESICM/ACCP/ATS/SIS International Sepsis Definitions Conference. Intensive Care Med 2003; 29:530-538
    • (2003) Intensive Care Med , vol.29 , pp. 530-538
    • Levy, M.M.1    Fink, M.P.2    Mar4shall, J.C.3
  • 19
    • 84873339299 scopus 로고    scopus 로고
    • Surviving sepsis campaign: International guidelines for management of severe sepsis and septic shock: 2012
    • Dellinger RP, Levy MM, Rhodes A, et al: Surviving sepsis campaign: International guidelines for management of severe sepsis and septic shock: 2012. Crit Care Med 2013; 41:580-637
    • (2013) Crit Care Med , vol.41 , pp. 580-637
    • Dellinger, R.P.1    Levy, M.M.2    Rhodes, A.3
  • 20
    • 84962159420 scopus 로고    scopus 로고
    • Diagnosing sepsis is subjective and highly variable: A survey of intensivists using case vignettes
    • Rhee C, Kadri SS, Danner RL, et al: Diagnosing sepsis is subjective and highly variable: A survey of intensivists using case vignettes. Crit Care 2016; 20:89
    • (2016) Crit Care , vol.20 , pp. 89
    • Rhee, C.1    Kadri, S.S.2    Danner, R.L.3
  • 21
    • 85083003672 scopus 로고    scopus 로고
    • Centers for Disease Control and Prevention: Hospital Toolkit for Adult Sepsis Surveillance. Accessed October 5
    • Centers for Disease Control and Prevention: Hospital Toolkit for Adult Sepsis Surveillance. Available at: https://www.cdc.gov/sepsis/pdfs/Sepsis-Surveillance-Toolkit-Mar-2018_508.pdf. Accessed October 5, 2018
    • (2018)
  • 22
    • 78449289971 scopus 로고    scopus 로고
    • Ranking hospitals on surgical mortality: The importance of reliability adjustment
    • Dimick JB, Staiger DO, Birkmeyer JD: Ranking hospitals on surgical mortality: The importance of reliability adjustment. Health Serv Res 2010; 45:1614-1629
    • (2010) Health Serv Res , vol.45 , pp. 1614-1629
    • Dimick, J.B.1    Staiger, D.O.2    Birkmeyer, J.D.3
  • 23
    • 84924390116 scopus 로고    scopus 로고
    • A primer on using shrinkage to compare in-hospital mortality between centers
    • MacKenzie TA, Grunkemeier GL, Grunwald GK, et al: A primer on using shrinkage to compare in-hospital mortality between centers. Ann Thorac Surg 2015; 99:757-761
    • (2015) Ann Thorac Surg , vol.99 , pp. 757-761
    • MacKenzie, T.A.1    Grunkemeier, G.L.2    Grunwald, G.K.3
  • 24
    • 84875785051 scopus 로고    scopus 로고
    • Severe sepsis cohorts derived from claims-based strategies appear to be biased toward a more severely ill patient population
    • Whittaker SA, Mikkelsen ME, Gaieski DF, et al: Severe sepsis cohorts derived from claims-based strategies appear to be biased toward a more severely ill patient population. Crit Care Med 2013; 41:945-953
    • (2013) Crit Care Med , vol.41 , pp. 945-953
    • Whittaker, S.A.1    Mikkelsen, M.E.2    Gaieski, D.F.3
  • 25
    • 84876665421 scopus 로고    scopus 로고
    • Benchmarking the incidence and mortality of severe sepsis in the United States
    • Gaieski DF, Edwards JM, Kallan MJ, et al: Benchmarking the incidence and mortality of severe sepsis in the United States. Crit Care Med 2013; 41:1167-1174
    • (2013) Crit Care Med , vol.41 , pp. 1167-1174
    • Gaieski, D.F.1    Edwards, J.M.2    Kallan, M.J.3
  • 26
    • 1642533406 scopus 로고    scopus 로고
    • Regional variation in medical classification agreement: Benchmarking the coding gap
    • Lorence D: Regional variation in medical classification agreement: Benchmarking the coding gap. J Med Syst 2003; 27:435-443
    • (2003) J Med Syst , vol.27 , pp. 435-443
    • Lorence, D.1
  • 27
    • 0037809262 scopus 로고    scopus 로고
    • Benchmarking variation in coding accuracy across the United States
    • Lorence DP, Ibrahim IA: Benchmarking variation in coding accuracy across the United States. J Health Care Finance 2003; 29:29-42
    • (2003) J Health Care Finance , vol.29 , pp. 29-42
    • Lorence, D.P.1    Ibrahim, I.A.2
  • 28
    • 84959350250 scopus 로고    scopus 로고
    • A framework for the development and interpretation of different sepsis definitions and clinical criteria
    • Angus DC, Seymour CW, Coopersmith CM, et al: A framework for the development and interpretation of different sepsis definitions and clinical criteria. Crit Care Med 2016; 44:e113-e121
    • (2016) Crit Care Med , vol.44 , pp. e113-e121
    • Angus, D.C.1    Seymour, C.W.2    Coopersmith, C.M.3
  • 29
    • 34247235247 scopus 로고    scopus 로고
    • Acute Kidney Injury Network: Report of an initiative to improve outcomes in acute kidney injury
    • Acute Kidney Injury Network
    • Mehta RL, Kellum JA, Shah SV, et al; Acute Kidney Injury Network: Acute Kidney Injury Network: Report of an initiative to improve outcomes in acute kidney injury. Crit Care 2007; 11:R31
    • (2007) Crit Care , vol.11 , pp. R31
    • Mehta, R.L.1    Kellum, J.A.2    Shah, S.V.3
  • 30
    • 0028784689 scopus 로고
    • Multiple Organ Dysfunction Score: A reliable descriptor of a complex clinical outcome
    • Marshall JC, Cook DJ, Christou NV, et al: Multiple Organ Dysfunction Score: A reliable descriptor of a complex clinical outcome. Crit Care Med 1995; 23:1638-1652
    • (1995) Crit Care Med , vol.23 , pp. 1638-1652
    • Marshall, J.C.1    Cook, D.J.2    Christou, N.V.3
  • 31
    • 0029782755 scopus 로고    scopus 로고
    • The logistic organ dysfunction system A new way to assess organ dysfunction in the intensive care unit
    • Le Gall JR, Klar J, Lemeshow S, et al: The logistic organ dysfunction system. A new way to assess organ dysfunction in the intensive care unit. ICU Scoring Group. JAMA 1996; 276:802-810
    • (1996) ICU Scoring Group. JAMA , vol.276 , pp. 802-810
    • Le Gall, J.R.1    Klar, J.2    Lemeshow, S.3
  • 32
    • 85083018574 scopus 로고    scopus 로고
    • Centers for Medicare and Medicaid Services: QualityNet-Inpatient Hospitals Specifications Manual. Accessed October 5
    • Centers for Medicare and Medicaid Services: QualityNet-Inpatient Hospitals Specifications Manual. Available at: https://www.qualitynet. org. Accessed October 5, 2018
    • (2018)
  • 33
    • 84990056322 scopus 로고    scopus 로고
    • The CMS sepsis mandate: Right disease, wrong measure
    • Klompas M, Rhee C: The CMS sepsis mandate: Right disease, wrong measure. Ann Intern Med 2016; 165:517-518
    • (2016) Ann Intern Med , vol.165 , pp. 517-518
    • Klompas, M.1    Rhee, C.2
  • 34
    • 84877648370 scopus 로고    scopus 로고
    • National estimates of central line-associated bloodstream infections in critical care patients
    • Wise ME, Scott RD II, Baggs JM, et al: National estimates of central line-associated bloodstream infections in critical care patients. Infect Control Hosp Epidemiol 2013; 34:547-554
    • (2013) Infect Control Hosp Epidemiol , vol.34 , pp. 547-554
    • Wise, M.E.1    Scott, R.D.2    Baggs, J.M.3
  • 35
    • 84922326922 scopus 로고    scopus 로고
    • The preventability of ventilator-associated events. The CDC prevention epicenters wake up and breathe collaborative
    • CDC Prevention Epicenters
    • Klompas M, Anderson D, Trick W, et al; CDC Prevention Epicenters: The preventability of ventilator-associated events. The CDC Prevention Epicenters Wake Up and Breathe Collaborative. Am J Respir Crit Care Med 2015; 191:292-301
    • (2015) Am J Respir Crit Care Med , vol.191 , pp. 292-301
    • Klompas, M.1    Anderson, D.2    Trick, W.3
  • 36
    • 84998827907 scopus 로고    scopus 로고
    • Associations between ventilator bundle components and outcomes
    • Klompas M, Li L, Kleinman K, et al: Associations between ventilator bundle components and outcomes. JAMA Intern Med 2016; 176:1277-1283
    • (2016) JAMA Intern Med , vol.176 , pp. 1277-1283
    • Klompas, M.1    Li, L.2    Kleinman, K.3
  • 37
    • 84995685573 scopus 로고    scopus 로고
    • Does sepsis case mix heterogeneity prevent outcome comparisons?
    • Kempker JA, Martin GS: Does sepsis case mix heterogeneity prevent outcome comparisons? Crit Care Med 2016; 44:2288-2289
    • (2016) Crit Care Med , vol.44 , pp. 2288-2289
    • Kempker, J.A.1    Martin, G.S.2
  • 38
    • 85054139374 scopus 로고    scopus 로고
    • The New York sepsis severity score: Development of a risk-adjusted severity model for sepsis
    • Phillips GS, Osborn TM, Terry KM, et al: The New York sepsis severity score: Development of a risk-adjusted severity model for sepsis. Crit Care Med 2018; 46:674-683
    • (2018) Crit Care Med , vol.46 , pp. 674-683
    • Phillips, G.S.1    Osborn, T.M.2    Terry, K.M.3
  • 39
    • 84954381373 scopus 로고    scopus 로고
    • A severe sepsis mortality prediction model and score for use with administrative data
    • Ford DW, Goodwin AJ, Simpson AN, et al: A severe sepsis mortality prediction model and score for use with administrative data. Crit Care Med 2016; 44:319-327
    • (2016) Crit Care Med , vol.44 , pp. 319-327
    • Ford, D.W.1    Goodwin, A.J.2    Simpson, A.N.3
  • 40
    • 85007464356 scopus 로고    scopus 로고
    • Validation of administrative definitions of invasive mechanical ventilation across 30 intensive care units
    • Kerlin MP, Weissman GE, Wonneberger KA, et al: Validation of administrative definitions of invasive mechanical ventilation across 30 intensive care units. Am J Respir Crit Care Med 2016; 194: 1548-1552
    • (2016) Am J Respir Crit Care Med , vol.194 , pp. 1548-1552
    • Kerlin, M.P.1    Weissman, G.E.2    Wonneberger, K.A.3


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