Skip to main content
Top
Published in: BMC Health Services Research 1/2012

Open Access 01-12-2012 | Research article

Long-term survival and healthcare utilization outcomes attributable to sepsis and pneumonia

Authors: Andrew Dick, Hangsheng Liu, Jack Zwanziger, Eli Perencevich, E Yoko Furuya, Elaine Larson, Monika Pogorzelska-Maziarz, Patricia W Stone

Published in: BMC Health Services Research | Issue 1/2012

Login to get access

Abstract

Background

Hospital associated infections are major problems, which are increasing in incidence and very costly. However, most research has focused only on measuring consequences associated with the initial hospitalization. We explored the long-term consequences of infections in elderly Medicare patients admitted to an intensive care unit (ICU) and discharged alive, focusing on: sepsis, pneumonia, central-line-associated bloodstream infections (CLABSI), and ventilator-associated pneumonia (VAP); the relationships between the infections and long-term survival and resource utilization; and how resource utilization was related to impending death during the follow up period.

Methods

Clinical data and one year pre- and five years post-index hospitalization Medicare records were examined. Hazard ratios (HR) and healthcare utilization incidence ratios (IR) were estimated from state of the art econometric models. Patient demographics (i.e., age, gender, race and health status) and Medicaid status (i.e., dual eligibility) were controlled for in these models.

Results

In 17,537 patients, there were 1,062 sepsis, 1,802 pneumonia, 42 CLABSI and 52 VAP cases. These subjects accounted for 62,554 person-years post discharge. The sepsis and CLABSI cohorts were similar as were the pneumonia and VAP cohorts. Infection was associated with increased mortality (sepsis HR = 1.39, P < 0.01; and pneumonia HR = 1.58, P < 0.01) and the risk persisted throughout the follow-up period. Persons with sepsis and pneumonia experienced higher utilization than controls (e.g., IR for long-term care utilization for those with sepsis ranged from 2.67 to 1.93 in years 1 through 5); and, utilization was partially related to impending death.

Conclusions

The infections had significant and lasting adverse consequences among the elderly. Yet, many of these infections may be preventable. Investments in infection prevention interventions are needed in both community and hospitals settings.
Appendix
Available only for authorised users
Literature
1.
go back to reference Fry AM, Shay DK, Holman RC, Curns AT, Anderson LJ: Trends in hospitalizations for pneumonia among persons aged 65 years or older in the United States, 1988–2002. JAMA. 2005, 294 (21): 2712-2719. 10.1001/jama.294.21.2712.CrossRefPubMed Fry AM, Shay DK, Holman RC, Curns AT, Anderson LJ: Trends in hospitalizations for pneumonia among persons aged 65 years or older in the United States, 1988–2002. JAMA. 2005, 294 (21): 2712-2719. 10.1001/jama.294.21.2712.CrossRefPubMed
2.
go back to reference Klevens RM, Edwards JR, Richards CL, Horan TC, Gaynes RP, Pollock DA, Cardo DM: Estimating health care-associated infections and deaths in U.S. hospitals, 2002. Public Health Rep. 2007, 122 (2): 160-166.PubMedPubMedCentral Klevens RM, Edwards JR, Richards CL, Horan TC, Gaynes RP, Pollock DA, Cardo DM: Estimating health care-associated infections and deaths in U.S. hospitals, 2002. Public Health Rep. 2007, 122 (2): 160-166.PubMedPubMedCentral
3.
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 (16): 1546-1554. 10.1056/NEJMoa022139.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 (16): 1546-1554. 10.1056/NEJMoa022139.CrossRefPubMed
4.
go back to reference Mokdad AH, Marks JS, Stroup DF, Gerberding JL: Actual causes of death in the United States, 2000. JAMA. 2004, 291 (10): 1238-1245. 10.1001/jama.291.10.1238.CrossRefPubMed Mokdad AH, Marks JS, Stroup DF, Gerberding JL: Actual causes of death in the United States, 2000. JAMA. 2004, 291 (10): 1238-1245. 10.1001/jama.291.10.1238.CrossRefPubMed
6.
go back to reference Klevens RM, Edwards JR, Gaynes RP: The impact of antimicrobial-resistant, health care-associated infections on mortality in the United States. Clin Infect Dis. 2008, 47 (7): 927-930. 10.1086/591698.CrossRefPubMed Klevens RM, Edwards JR, Gaynes RP: The impact of antimicrobial-resistant, health care-associated infections on mortality in the United States. Clin Infect Dis. 2008, 47 (7): 927-930. 10.1086/591698.CrossRefPubMed
7.
go back to reference Eber MR, Laxminarayan R, Perencevich EN, Malani A: Clinical and economic outcomes attributable to health care-associated sepsis and pneumonia. Arch Intern Med. 2010, 170 (4): 347-353. 10.1001/archinternmed.2009.509.CrossRefPubMed Eber MR, Laxminarayan R, Perencevich EN, Malani A: Clinical and economic outcomes attributable to health care-associated sepsis and pneumonia. Arch Intern Med. 2010, 170 (4): 347-353. 10.1001/archinternmed.2009.509.CrossRefPubMed
9.
go back to reference Yende S, Angus DC: Long-term outcomes from sepsis. Curr Infect Dis Rep. 2007, 9 (5): 382-386. 10.1007/s11908-007-0059-3.CrossRefPubMed Yende S, Angus DC: Long-term outcomes from sepsis. Curr Infect Dis Rep. 2007, 9 (5): 382-386. 10.1007/s11908-007-0059-3.CrossRefPubMed
10.
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 (5): 1276-1283.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 (5): 1276-1283.CrossRefPubMed
11.
go back to reference Quartin AA, Schein RM, Kett DH, Peduzzi PN: Magnitude and duration of the effect of sepsis on survival, Department of Veterans Affairs Systemic Sepsis Cooperative Studies Group. JAMA. 1997, 277 (13): 1058-1063. 10.1001/jama.1997.03540370048035.CrossRefPubMed Quartin AA, Schein RM, Kett DH, Peduzzi PN: Magnitude and duration of the effect of sepsis on survival, Department of Veterans Affairs Systemic Sepsis Cooperative Studies Group. JAMA. 1997, 277 (13): 1058-1063. 10.1001/jama.1997.03540370048035.CrossRefPubMed
12.
go back to reference Weycker D, Akhras KS, Edelsberg J, Angus DC, Oster G: Long-term mortality and medical care charges in patients with severe sepsis. Crit Care Med. 2003, 31 (9): 2316-2323. 10.1097/01.CCM.0000085178.80226.0B.CrossRefPubMed Weycker D, Akhras KS, Edelsberg J, Angus DC, Oster G: Long-term mortality and medical care charges in patients with severe sepsis. Crit Care Med. 2003, 31 (9): 2316-2323. 10.1097/01.CCM.0000085178.80226.0B.CrossRefPubMed
13.
go back to reference Cecere LM, Rubenfeld GD, Park DR, Root RK, Goss CH: Long-term survival after hospitalization for community-acquired and healthcare-associated pneumonia. Respiration. 2010, 79 (2): 128-136. 10.1159/000255764.CrossRefPubMed Cecere LM, Rubenfeld GD, Park DR, Root RK, Goss CH: Long-term survival after hospitalization for community-acquired and healthcare-associated pneumonia. Respiration. 2010, 79 (2): 128-136. 10.1159/000255764.CrossRefPubMed
14.
go back to reference Perencevich EN, Stone PW, Wright SB, Carmeli Y, Fisman DN, Cosgrove SE: Raising standards while watching the bottom line: making a business case for infection control. Infect Control Hosp Epidemiol. 2007, 28 (10): 1121-1133. 10.1086/521852.CrossRefPubMed Perencevich EN, Stone PW, Wright SB, Carmeli Y, Fisman DN, Cosgrove SE: Raising standards while watching the bottom line: making a business case for infection control. Infect Control Hosp Epidemiol. 2007, 28 (10): 1121-1133. 10.1086/521852.CrossRefPubMed
15.
go back to reference Stone PW, Mooney-Kane C, Larson EL, Horan T, Glance LG, Zwanziger J, Dick AW: Nurse working conditions and patient safety outcomes. Med Care. 2007, 45 (6): 571-578. 10.1097/MLR.0b013e3180383667.CrossRefPubMed Stone PW, Mooney-Kane C, Larson EL, Horan T, Glance LG, Zwanziger J, Dick AW: Nurse working conditions and patient safety outcomes. Med Care. 2007, 45 (6): 571-578. 10.1097/MLR.0b013e3180383667.CrossRefPubMed
16.
go back to reference Stone PW, Mooney-Kane C, Larson EL, Pastor DK, Zwanziger J, Dick AW: Nurse working conditions, organizational climate, and intent to leave in ICUs: an instrumental variable approach. Health Serv Res. 2007, 42 (3 Pt 1): 1085-1104.CrossRefPubMedPubMedCentral Stone PW, Mooney-Kane C, Larson EL, Pastor DK, Zwanziger J, Dick AW: Nurse working conditions, organizational climate, and intent to leave in ICUs: an instrumental variable approach. Health Serv Res. 2007, 42 (3 Pt 1): 1085-1104.CrossRefPubMedPubMedCentral
18.
go back to reference Aronsky D, Haug PJ, Lagor C, Dean NC: Accuracy of administrative data for identifying patients with pneumonia. Am J Med Qual. 2005, 20 (6): 319-328. 10.1177/1062860605280358.CrossRefPubMed Aronsky D, Haug PJ, Lagor C, Dean NC: Accuracy of administrative data for identifying patients with pneumonia. Am J Med Qual. 2005, 20 (6): 319-328. 10.1177/1062860605280358.CrossRefPubMed
20.
go back to reference Ash AS, Posner MA, Speckman J, Franco S, Yacht AC, Bramwell L: Using claims data to examine mortality trends following hospitalization for heart attack in Medicare. Health Serv Res. 2003, 38 (5): 1253-1262. 10.1111/1475-6773.00175.CrossRefPubMedPubMedCentral Ash AS, Posner MA, Speckman J, Franco S, Yacht AC, Bramwell L: Using claims data to examine mortality trends following hospitalization for heart attack in Medicare. Health Serv Res. 2003, 38 (5): 1253-1262. 10.1111/1475-6773.00175.CrossRefPubMedPubMedCentral
21.
go back to reference Ellis RP, Ash A: Refinements to the Diagnostic Cost Group (DCG) model. Inquiry. 1995, 32 (4): 418-429.PubMed Ellis RP, Ash A: Refinements to the Diagnostic Cost Group (DCG) model. Inquiry. 1995, 32 (4): 418-429.PubMed
22.
go back to reference Petersen LA, Pietz K, Woodard LD, Byrne M: Comparison of the predictive validity of diagnosis-based risk adjusters for clinical outcomes. Med Care. 2005, 43 (1): 61-67.PubMed Petersen LA, Pietz K, Woodard LD, Byrne M: Comparison of the predictive validity of diagnosis-based risk adjusters for clinical outcomes. Med Care. 2005, 43 (1): 61-67.PubMed
23.
go back to reference Pope GC, Ellis RP, Ash AS, Liu CF, Ayanian JZ, Bates DW, Burstin H, Iezzoni LI, Ingber MJ: Principal inpatient diagnostic cost group model for Medicare risk adjustment. Health Care Financ Rev. 2000, 21 (3): 93-118.PubMedPubMedCentral Pope GC, Ellis RP, Ash AS, Liu CF, Ayanian JZ, Bates DW, Burstin H, Iezzoni LI, Ingber MJ: Principal inpatient diagnostic cost group model for Medicare risk adjustment. Health Care Financ Rev. 2000, 21 (3): 93-118.PubMedPubMedCentral
24.
go back to reference Pope GC, Walsh EG, Gilman B: Analysis of risk adjustment data from the Health Outcomes Survey: final report, Contract No. 500-97-0443. 2000, Waltham (MA): Health Economics Research, Inc Pope GC, Walsh EG, Gilman B: Analysis of risk adjustment data from the Health Outcomes Survey: final report, Contract No. 500-97-0443. 2000, Waltham (MA): Health Economics Research, Inc
25.
go back to reference Gutierrez RG: Parametric frailty and shared frailty survival models. Stata Journal. 2002, 2 (1): 22-44. Gutierrez RG: Parametric frailty and shared frailty survival models. Stata Journal. 2002, 2 (1): 22-44.
26.
go back to reference Hougaard P: Survival models for heterogeneous populations derived from stable distributions. Biometrica. 1986, 73: 387-396. 10.1093/biomet/73.2.387.CrossRef Hougaard P: Survival models for heterogeneous populations derived from stable distributions. Biometrica. 1986, 73: 387-396. 10.1093/biomet/73.2.387.CrossRef
27.
go back to reference Huber PJ: The behavior of maximum likelihood estimates under nonstandard conditions. Proceedings of the Fifth Berkeley Symposium on Mathematical Statistics and Probability. 1967, Berkeley, CA: University of California Press, 221-233. Huber PJ: The behavior of maximum likelihood estimates under nonstandard conditions. Proceedings of the Fifth Berkeley Symposium on Mathematical Statistics and Probability. 1967, Berkeley, CA: University of California Press, 221-233.
28.
go back to reference White H: A heteroskedasticity-consistent covariance matrix estimator and a direct test for heteroskedasticity. Econometrica. 1990, 48: 817-830.CrossRef White H: A heteroskedasticity-consistent covariance matrix estimator and a direct test for heteroskedasticity. Econometrica. 1990, 48: 817-830.CrossRef
29.
go back to reference Robinson JO, Pearson JC, Christiansen KJ, Coombs GW, Murray RJ: Community-associated versus healthcare-associated methicillin-resistant Staphylococcus aureus bacteraemia: a 10-year retrospective review. Eur J Clin Microbiol Infect Dis. 2009, 28 (4): 353-361. 10.1007/s10096-008-0632-1.CrossRefPubMed Robinson JO, Pearson JC, Christiansen KJ, Coombs GW, Murray RJ: Community-associated versus healthcare-associated methicillin-resistant Staphylococcus aureus bacteraemia: a 10-year retrospective review. Eur J Clin Microbiol Infect Dis. 2009, 28 (4): 353-361. 10.1007/s10096-008-0632-1.CrossRefPubMed
Metadata
Title
Long-term survival and healthcare utilization outcomes attributable to sepsis and pneumonia
Authors
Andrew Dick
Hangsheng Liu
Jack Zwanziger
Eli Perencevich
E Yoko Furuya
Elaine Larson
Monika Pogorzelska-Maziarz
Patricia W Stone
Publication date
01-12-2012
Publisher
BioMed Central
Published in
BMC Health Services Research / Issue 1/2012
Electronic ISSN: 1472-6963
DOI
https://doi.org/10.1186/1472-6963-12-432

Other articles of this Issue 1/2012

BMC Health Services Research 1/2012 Go to the issue