Skip to main content
Top
Published in: Critical Care 1/2016

Open Access 01-12-2016 | Research

Use of explicit ICD9-CM codes to identify adult severe sepsis: impacts on epidemiological estimates

Authors: C. Bouza, T. Lopez-Cuadrado, J. M. Amate-Blanco

Published in: Critical Care | Issue 1/2016

Login to get access

Abstract

Background

Severe sepsis is a challenge for healthcare systems, and epidemiological studies are essential to assess its burden and trends. However, there is no consensus on which coding strategy should be used to reliably identify severe sepsis. This study assesses the use of explicit codes to define severe sepsis and the impacts of this on the incidence and in-hospital mortality rates.

Methods

We examined episodes of severe sepsis in adults aged ≥18 years registered in the 2006–2011 national hospital discharge database, identified in an exclusive manner by two ICD-9-CM coding strategies: (1) those assigned explicit ICD-9-CM codes (995.92, 785.52); and (2) those assigned combined ICD-9-CM infection and organ dysfunction codes according to modified Martin criteria. The coding strategies were compared in terms of the populations they defined and their relative implementation. Trends were assessed using Joinpoint regression models and expressed as annual percentage change (APC).

Results

Of 222 846 episodes of severe sepsis identified, 138 517 (62.2 %) were assigned explicit codes and 84 329 (37.8 %) combination codes; incidence rates were 60.6 and 36.9 cases per 100 000 inhabitants, respectively. Despite similar demographic characteristics, cases identified by explicit codes involved fewer comorbidities, fewer registered pathogens, greater extent of organ dysfunction (two or more organs affected in 60 % versus 26 % of cases) and higher in-hospital mortality (54.5 % versus 29 %; risk ratio 1.86, 95 % CI 1.83, 1.88). Between 2006 and 2011, explicit codes were increasingly implemented. Standardised incidence rates in this cohort increased over time with an APC of 12.3 % (95 % CI 4.4, 20.8); in the combination code cohort, rates increased by 3.8 % (95 % CI 1.3, 6.3). A decreasing trend in mortality was observed in both cohorts though the APC was −8.1 % (95 % CI −10.4, −5.7) in the combination code cohort and −3.5 % (95 % CI −3.9, −3.2) in the explicit code cohort.

Conclusions

Our findings suggest greater and increasing use of explicit codes for adult severe sepsis in Spain. This trend will have substantial impacts on epidemiological estimates, because these codes capture cases featuring greater organ dysfunction and in-hospital mortality.
Appendix
Available only for authorised users
Literature
1.
3.
go back to reference McPherson D, Griffiths C, Williams M, Baker A, Klodawski E, Jacobson B, et al. Sepsis associated mortality in England: an analysis of multiple cause of death data from 2001 to 2010. BMJ Open. 2013; doi:10.1136/bmjopen-2013-002586. McPherson D, Griffiths C, Williams M, Baker A, Klodawski E, Jacobson B, et al. Sepsis associated mortality in England: an analysis of multiple cause of death data from 2001 to 2010. BMJ Open. 2013; doi:10.​1136/​bmjopen-2013-002586.
4.
go back to reference Jawad I, Lukšić I, Rafnsson SB. Assessing available information on the burden of sepsis: global estimates of incidence, prevalence and mortality. J Glob Health. 2012; doi:10.7189/jogh.02.010404. Jawad I, Lukšić I, Rafnsson SB. Assessing available information on the burden of sepsis: global estimates of incidence, prevalence and mortality. J Glob Health. 2012; doi:10.​7189/​jogh.​02.​010404.
5.
go back to reference Winters BD, Eberlein M, Leung J, Needham DM, Pronovost PJ, Sevransky JE. Long-term mortality and quality of life in sepsis: a systematic review. Crit Care Med. 2010;38:1276–83.CrossRefPubMed Winters BD, Eberlein M, Leung J, Needham DM, Pronovost PJ, Sevransky JE. Long-term mortality and quality of life in sepsis: a systematic review. Crit Care Med. 2010;38:1276–83.CrossRefPubMed
6.
go back to reference Hall MJ, Williams SN, DeFrances CJ, Golosinskiy A. Inpatient care for septicaemia or sepsis: a challenge for patients and hospitals. NCHS Data Brief. 2011;62:1–8. Hall MJ, Williams SN, DeFrances CJ, Golosinskiy A. Inpatient care for septicaemia or sepsis: a challenge for patients and hospitals. NCHS Data Brief. 2011;62:1–8.
7.
go back to reference Angus DC. The lingering consequences of sepsis: a hidden public health disaster? JAMA. 2010;304:1833–4.CrossRefPubMed Angus DC. The lingering consequences of sepsis: a hidden public health disaster? JAMA. 2010;304:1833–4.CrossRefPubMed
8.
go back to reference Stehr SN, Reinhart K. Sepsis as a global health problem-why we need a global sepsis alliance. Shock. 2013;39 Suppl 1:3–4.CrossRefPubMed Stehr SN, Reinhart K. Sepsis as a global health problem-why we need a global sepsis alliance. Shock. 2013;39 Suppl 1:3–4.CrossRefPubMed
9.
go back to reference Gaieski DF, Edwards JM, Kallan MJ, Carr BG. Benchmarking the incidence and mortality of severe sepsis in the United States. Crit Care Med. 2013;41:1167–74.CrossRefPubMed Gaieski DF, Edwards JM, Kallan MJ, Carr BG. Benchmarking the incidence and mortality of severe sepsis in the United States. Crit Care Med. 2013;41:1167–74.CrossRefPubMed
11.
go back to reference Cohen J, Vincent JL, Adhikari NK, Machado FR, Angus DC, Calandra T, et al. Sepsis: a roadmap for future research. Lancet Infect Dis. 2015;15:581–614.CrossRefPubMed Cohen J, Vincent JL, Adhikari NK, Machado FR, Angus DC, Calandra T, et al. Sepsis: a roadmap for future research. Lancet Infect Dis. 2015;15:581–614.CrossRefPubMed
12.
go back to reference Wilhelms SB, Huss FR, Granath G, Sjöberg F. Assessment of incidence of severe sepsis in Sweden using different ways of abstracting International Classification of Diseases codes: difficulties with methods and interpretation of results. Crit Care Med. 2010;38:1442–9.CrossRefPubMed Wilhelms SB, Huss FR, Granath G, Sjöberg F. Assessment of incidence of severe sepsis in Sweden using different ways of abstracting International Classification of Diseases codes: difficulties with methods and interpretation of results. Crit Care Med. 2010;38:1442–9.CrossRefPubMed
13.
go back to reference Whittaker SA, Mikkelsen ME, Gaieski DF, Koshy S, Kean C, Fuchs BD. Severe sepsis cohorts derived from claims-based strategies appear to be biased toward a more severely ill patient population. Crit Care Med. 2013;41:945–53.CrossRefPubMed Whittaker SA, Mikkelsen ME, Gaieski DF, Koshy S, Kean C, Fuchs BD. Severe sepsis cohorts derived from claims-based strategies appear to be biased toward a more severely ill patient population. Crit Care Med. 2013;41:945–53.CrossRefPubMed
14.
go back to reference Bone RC, Balk RA, Cerra FB, Dellinger RP, Fein AM, Knaus WA, 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;101:1644–55.CrossRefPubMed Bone RC, Balk RA, Cerra FB, Dellinger RP, Fein AM, Knaus WA, 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;101:1644–55.CrossRefPubMed
15.
go back to reference Angus DC, Linde-Zwirble WT, Lidicker J, Clermont G, Carcillo J, Pinsky MR. Epidemiology of severe sepsis in the United States: analysis of incidence, outcome, and associated costs of care. Crit Care Med. 2001;29:1303–10.CrossRefPubMed Angus DC, Linde-Zwirble WT, Lidicker J, Clermont G, Carcillo J, Pinsky MR. Epidemiology of severe sepsis in the United States: analysis of incidence, outcome, and associated costs of care. Crit Care Med. 2001;29:1303–10.CrossRefPubMed
16.
go back to reference Martin GS, Mannino DM, Eaton S, Moss M. The epidemiology of sepsis in the United States from 1979 through 2000. N Engl J Med. 2003;348:1546–54.CrossRefPubMed Martin GS, Mannino DM, Eaton S, Moss M. The epidemiology of sepsis in the United States from 1979 through 2000. N Engl J Med. 2003;348:1546–54.CrossRefPubMed
17.
22.
go back to reference Dombrovskiy VY, Martin AA, Sunderram J, Paz HL. Rapid increase in hospitalization and mortality rates for severe sepsis in the United States: a trend analysis from 1993 to 2003. Crit Care Med. 2007;35:1244–50.CrossRefPubMed Dombrovskiy VY, Martin AA, Sunderram J, Paz HL. Rapid increase in hospitalization and mortality rates for severe sepsis in the United States: a trend analysis from 1993 to 2003. Crit Care Med. 2007;35:1244–50.CrossRefPubMed
23.
go back to reference Lagu T, Rothberg MB, Shieh MS, Pekow PS, Steingrub JS, Lindenauer PK. What is the best method for estimating the burden of severe sepsis in the United States? J Crit Care. 2012;27:414.e1-9. doi:10.1016/j.jcrc.2012.02.004. Lagu T, Rothberg MB, Shieh MS, Pekow PS, Steingrub JS, Lindenauer PK. What is the best method for estimating the burden of severe sepsis in the United States? J Crit Care. 2012;27:414.e1-9. doi:10.​1016/​j.​jcrc.​2012.​02.​004.
25.
go back to reference de Groot V, Beckerman H, Lankhors GJ, Bouter LM. How to measure comorbidity: a critical review of available methods. J Clin Epidemiol. 2003;56:221–9.CrossRefPubMed de Groot V, Beckerman H, Lankhors GJ, Bouter LM. How to measure comorbidity: a critical review of available methods. J Clin Epidemiol. 2003;56:221–9.CrossRefPubMed
26.
go back to reference Deyo RA, Cherkin DC, Ciol MA. Adapting a clinical comorbidity index for use with ICD-9-CM administrative databases. J Clin Epidemiol. 1992;45:613–9.CrossRefPubMed Deyo RA, Cherkin DC, Ciol MA. Adapting a clinical comorbidity index for use with ICD-9-CM administrative databases. J Clin Epidemiol. 1992;45:613–9.CrossRefPubMed
27.
go back to reference Sundararajan V, Macisaac CM, Presneill JJ, Cade JF, Visvanathan K. Epidemiology of sepsis in Victoria. Aust Crit Care Med. 2005;33:71–80.CrossRef Sundararajan V, Macisaac CM, Presneill JJ, Cade JF, Visvanathan K. Epidemiology of sepsis in Victoria. Aust Crit Care Med. 2005;33:71–80.CrossRef
28.
go back to reference Oltean S, Ţăţulescu D, Bondor C, Slavcovici A, Cismaru C, Lupşe M, et al. Charlson's weighted index of comorbidities is useful in assessing the risk of death in septic patients. J Crit Care. 2012;27:370–5.CrossRefPubMed Oltean S, Ţăţulescu D, Bondor C, Slavcovici A, Cismaru C, Lupşe M, et al. Charlson's weighted index of comorbidities is useful in assessing the risk of death in septic patients. J Crit Care. 2012;27:370–5.CrossRefPubMed
30.
go back to reference Librero J, Peiró S, Ordiñana R. Chronic comorbidity and outcomes of hospital care: length of stay, mortality and readmission at 30 and 365 days. J Clin Epidemiol. 1999;52:171–9.CrossRefPubMed Librero J, Peiró S, Ordiñana R. Chronic comorbidity and outcomes of hospital care: length of stay, mortality and readmission at 30 and 365 days. J Clin Epidemiol. 1999;52:171–9.CrossRefPubMed
31.
go back to reference Clegg LX, Hankey BF, Tiwari R, Feuer EJ, Edwards BK. Estimating average annual percent change in trend analysis. Stat Med. 2000;28:3670–8.CrossRef Clegg LX, Hankey BF, Tiwari R, Feuer EJ, Edwards BK. Estimating average annual percent change in trend analysis. Stat Med. 2000;28:3670–8.CrossRef
32.
go back to reference Ferrer R, Artigas A, Levy MM, Blanco J, González-Díaz G, Garnacho-Montero J, et al. Edusepsis Study Group. Improvement in process of care and outcome after a multicenter severe sepsis educational program in Spain. JAMA. 2008;299:2294–303.CrossRefPubMed Ferrer R, Artigas A, Levy MM, Blanco J, González-Díaz G, Garnacho-Montero J, et al. Edusepsis Study Group. Improvement in process of care and outcome after a multicenter severe sepsis educational program in Spain. JAMA. 2008;299:2294–303.CrossRefPubMed
34.
go back to reference Rhee C, Murphy MV, Li L, Platt R, Klompas M. 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. doi:10.1186/s13054-015-1048-9.CrossRefPubMedPubMedCentral Rhee C, Murphy MV, Li L, Platt R, Klompas M. 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. doi:10.​1186/​s13054-015-1048-9.CrossRefPubMedPubMedCentral
36.
go back to reference Dreiher J, Almog Y, Sprung CL, Codish S, Klein M, Einav S, et al. Temporal trends in patient characteristics and survival of intensive care admissions with sepsis: a multicenter analysis. Crit Care Med. 2012;40:855–60.CrossRefPubMed Dreiher J, Almog Y, Sprung CL, Codish S, Klein M, Einav S, et al. Temporal trends in patient characteristics and survival of intensive care admissions with sepsis: a multicenter analysis. Crit Care Med. 2012;40:855–60.CrossRefPubMed
37.
go back to reference Gaieski DF, Goyal M. What is sepsis? What is severe sepsis? What is septic shock? Searching for objective definitions among the winds of doctrines and wild theories. Expert Rev Anti Infect Ther. 2013;11:867–71.CrossRefPubMed Gaieski DF, Goyal M. What is sepsis? What is severe sepsis? What is septic shock? Searching for objective definitions among the winds of doctrines and wild theories. Expert Rev Anti Infect Ther. 2013;11:867–71.CrossRefPubMed
38.
go back to reference Shankar-Hari M, Phillips GS, Levy ML, Seymour CW, Liu VX, Deutschman CS, et al. Sepsis Definitions Task Force. Developing a new definition and assessing new clinical criteria for septic shock: for the third international consensus definitions for sepsis and septic shock (Sepsis-3). JAMA. 2016;315:775–87.CrossRefPubMedPubMedCentral Shankar-Hari M, Phillips GS, Levy ML, Seymour CW, Liu VX, Deutschman CS, et al. Sepsis Definitions Task Force. Developing a new definition and assessing new clinical criteria for septic shock: for the third international consensus definitions for sepsis and septic shock (Sepsis-3). JAMA. 2016;315:775–87.CrossRefPubMedPubMedCentral
39.
go back to reference Singer M, Deutschman CS, Seymour CW, Shankar-Hari M, Annane D, Bauer M, et al. The third international consensus definitions for sepsis and septic shock (Sepsis-3). JAMA. 2016;315:801–10.CrossRefPubMedPubMedCentral Singer M, Deutschman CS, Seymour CW, Shankar-Hari M, Annane D, Bauer M, et al. The third international consensus definitions for sepsis and septic shock (Sepsis-3). JAMA. 2016;315:801–10.CrossRefPubMedPubMedCentral
40.
go back to reference Dombrovskiy VY, Martin AA, Sunderram J, Paz HL. Facing the challenge: decreasing case fatality rates in severe sepsis despite increasing hospitalizations. Crit Care Med. 2005;33:2555–62.CrossRefPubMed Dombrovskiy VY, Martin AA, Sunderram J, Paz HL. Facing the challenge: decreasing case fatality rates in severe sepsis despite increasing hospitalizations. Crit Care Med. 2005;33:2555–62.CrossRefPubMed
41.
go back to reference Stevenson EK, Rubenstein AR, Radin GT, Wiener RS, Walkey AJ. Two decades of mortality trends among patients with severe sepsis: a comparative meta-analysis. Crit Care Med. 2014;42:625–31.CrossRefPubMedPubMedCentral Stevenson EK, Rubenstein AR, Radin GT, Wiener RS, Walkey AJ. Two decades of mortality trends among patients with severe sepsis: a comparative meta-analysis. Crit Care Med. 2014;42:625–31.CrossRefPubMedPubMedCentral
42.
go back to reference von Elm E, Altman DG, Egger M, Pocock SJ, Gøtzsche PC, Vandenbroucke JP, et al. Strengthening the reporting of observational studies in epidemiology (STROBE) statement: guidelines for reporting observational studies. BMJ. 2007;335:806–8.CrossRef von Elm E, Altman DG, Egger M, Pocock SJ, Gøtzsche PC, Vandenbroucke JP, et al. Strengthening the reporting of observational studies in epidemiology (STROBE) statement: guidelines for reporting observational studies. BMJ. 2007;335:806–8.CrossRef
Metadata
Title
Use of explicit ICD9-CM codes to identify adult severe sepsis: impacts on epidemiological estimates
Authors
C. Bouza
T. Lopez-Cuadrado
J. M. Amate-Blanco
Publication date
01-12-2016
Publisher
BioMed Central
Published in
Critical Care / Issue 1/2016
Electronic ISSN: 1364-8535
DOI
https://doi.org/10.1186/s13054-016-1497-9

Other articles of this Issue 1/2016

Critical Care 1/2016 Go to the issue