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Volumn 42, Issue 5, 2013, Pages 1502-1508

Hospital-acquired infections-appropriate statistical treatment is urgently needed!

Author keywords

Cohort studies; Competing risks; Hospital acquired infections; Length bias; Time dependent bias

Indexed keywords

ANTIBIOTIC AGENT;

EID: 84886378915     PISSN: 03005771     EISSN: 14643685     Source Type: Journal    
DOI: 10.1093/ije/dyt111     Document Type: Article
Times cited : (95)

References (50)
  • 1
    • 77952888265 scopus 로고    scopus 로고
    • The cost impact of hospital-acquired conditions among critical care patients
    • Saleh SS, Callan M, Therriault M, Landor N. The cost impact of hospital-acquired conditions among critical care patients. Med Care 2010;48:518-26.
    • (2010) Med Care , vol.48 , pp. 518-526
    • Saleh, S.S.1    Callan, M.2    Therriault, M.3    Landor, N.4
  • 2
    • 77957875853 scopus 로고    scopus 로고
    • Estimating excess length of stay due to central line-associated bloodstream infection: separating the wheat from the chaff
    • Crnich CJ. Estimating excess length of stay due to central line-associated bloodstream infection: separating the wheat from the chaff. Infect Control Hosp Epidemiol 2010; 31:1115-17.
    • (2010) Infect Control Hosp Epidemiol , vol.31 , pp. 1115-1117
    • Crnich, C.J.1
  • 6
    • 0036013892 scopus 로고    scopus 로고
    • Multi-state models for event history analysis
    • Andersen PK, Keiding N. Multi-state models for event history analysis. Stat Methods Med Res 2002;11: 91-115.
    • (2002) Stat Methods Med Res , vol.11 , pp. 91-115
    • Andersen, P.K.1    Keiding, N.2
  • 7
    • 33744796216 scopus 로고    scopus 로고
    • Use of multistate models to assess prolongation of intensive care unit stay due to nosocomial infection
    • Beyersmann J, Gastmeier P, Grundmann H et al. Use of multistate models to assess prolongation of intensive care unit stay due to nosocomial infection. Infect Control Hosp Epidemiol 2006;27:493-99.
    • (2006) Infect Control Hosp Epidemiol , vol.27 , pp. 493-499
    • Beyersmann, J.1    Gastmeier, P.2    Grundmann, H.3
  • 9
    • 0000336139 scopus 로고
    • Regression models and life-tables
    • Cox DR. Regression models and life-tables. J R Stat Soc B 1972;34:187-20.
    • (1972) J R Stat Soc B , vol.34 , pp. 187-120
    • Cox, D.R.1
  • 10
    • 4444283796 scopus 로고    scopus 로고
    • Timedependent bias was common in survival analyses published in leading clinical journals
    • Van Walraven C, Davis D, Forster AJ, Wells GA. Timedependent bias was common in survival analyses published in leading clinical journals. J Clin Epidemiol 2004; 57:672-82.
    • (2004) J Clin Epidemiol , vol.57 , pp. 672-682
    • Van Walraven, C.1    Davis, D.2    Forster, A.J.3    Wells, G.A.4
  • 11
    • 55249097625 scopus 로고    scopus 로고
    • An easy mathematical proof showed that time-dependent bias inevitably leads to biased effect estimation
    • Beyersmann J, Gastmeier P, Wolkewitz M, Schumacher M. An easy mathematical proof showed that time-dependent bias inevitably leads to biased effect estimation. J Clin Epidemiol 2008;61:1216-21.
    • (2008) J Clin Epidemiol , vol.61 , pp. 1216-1221
    • Beyersmann, J.1    Gastmeier, P.2    Wolkewitz, M.3    Schumacher, M.4
  • 12
    • 0031967825 scopus 로고    scopus 로고
    • Risk factors and outcome of nosocomial infections: results of a matched case-control study of ICU patients
    • Girou E, Stephan F, Novara A, Safar M, Fagon JY. Risk factors and outcome of nosocomial infections: results of a matched case-control study of ICU patients. Am J Respir Crit Care Med 1998;157:1151-58.
    • (1998) Am J Respir Crit Care Med , vol.157 , pp. 1151-1158
    • Girou, E.1    Stephan, F.2    Novara, A.3    Safar, M.4    Fagon, J.Y.5
  • 13
    • 0032939662 scopus 로고    scopus 로고
    • The attributable morbidity and mortality of ventilator-associated pneumonia in the critically ill patient. The Canadian Critical Trials Group
    • Heyland DK, Cook DJ, Griffith L, Keenan SP, Brun- Buisson C. The attributable morbidity and mortality of ventilator-associated pneumonia in the critically ill patient. The Canadian Critical Trials Group. Am J Respir Crit Care Med 1999;159:1249-56.
    • (1999) Am J Respir Crit Care Med , vol.159 , pp. 1249-1256
    • Heyland, D.K.1    Cook, D.J.2    Griffith, L.3    Keenan, S.P.4    Brun-Buisson, C.5
  • 14
    • 0034953917 scopus 로고    scopus 로고
    • Outcomes of primary and catheter-related bacteremia. A cohort and case-control study in critically ill patients
    • ICU-Bacteremia Study Group.
    • Renaud B, Brun-Buisson C, ICU-Bacteremia Study Group. Outcomes of primary and catheter-related bacteremia. A cohort and case-control study in critically ill patients. Am J Respir Crit Care Med 2001;163:1584-90.
    • (2001) Am J Respir Crit Care Med , vol.163 , pp. 1584-1590
    • Renaud, B.1    Brun-Buisson, C.2
  • 15
    • 20244364842 scopus 로고    scopus 로고
    • Influence of matching for exposure time on estimates of attributable mortality caused by nosocomial bacteremia in critically ill patients
    • Blot S, De Bacquer D, Hoste E et al. Influence of matching for exposure time on estimates of attributable mortality caused by nosocomial bacteremia in critically ill patients. Infect Control Hosp Epidemiol 2005;26:352-56.
    • (2005) Infect Control Hosp Epidemiol , vol.26 , pp. 352-356
    • Blot, S.1    De Bacquer, D.2    Hoste, E.3
  • 16
    • 0034000270 scopus 로고    scopus 로고
    • Estimation of extra hospital stay attributable to nosocomial infections: heterogeneity and timing of events
    • Schulgen G, Kropec A, Kappstein I, Daschner F, Schumacher M. Estimation of extra hospital stay attributable to nosocomial infections: heterogeneity and timing of events. J Clin Epidemiol 2000;53:409-17.
    • (2000) J Clin Epidemiol , vol.53 , pp. 409-17
    • Schulgen, G.1    Kropec, A.2    Kappstein, I.3    Daschner, F.4    Schumacher, M.5
  • 17
    • 76649085535 scopus 로고    scopus 로고
    • Efficient risk set sampling when a time-dependent exposure is present: matching for time to exposure versus exposure density sampling
    • Wolkewitz M, Beyersmann J, Gastmeier P, Schumacher M. Efficient risk set sampling when a time-dependent exposure is present: matching for time to exposure versus exposure density sampling. Methods Inf Med 2009;48:438-43.
    • (2009) Methods Inf Med , vol.48 , pp. 438-43
    • Wolkewitz, M.1    Beyersmann, J.2    Gastmeier, P.3    Schumacher, M.4
  • 18
    • 79955957967 scopus 로고    scopus 로고
    • Multistate modelling to estimate the excess length of stay associated with meticillin-resistant Staphylococcus aureus colonisation and infection in surgical patients
    • De Angelis G, Allignol A, Murthy A et al. Multistate modelling to estimate the excess length of stay associated with meticillin-resistant Staphylococcus aureus colonisation and infection in surgical patients. J Hosp Infect 2011;78: 86-91.
    • (2011) J Hosp Infect , vol.78 , pp. 86-91
    • De Angelis, G.1    Allignol, A.2    Murthy, A.3
  • 19
    • 84866853131 scopus 로고    scopus 로고
    • Time-dependent study entries and exposures in cohort studies can easily be sources of different and avoidable types of bias
    • Wolkewitz M, Allignol A, Harbarth S, de Angelis G, Schumacher M, Beyersmann J. Time-dependent study entries and exposures in cohort studies can easily be sources of different and avoidable types of bias. J Clin Epidemiol 2012;65:1171-80.
    • (2012) J Clin Epidemiol , vol.65 , pp. 1171-80
    • Wolkewitz, M.1    Allignol, A.2    Harbarth, S.3    de Angelis, G.4    Schumacher, M.5    Beyersmann, J.6
  • 20
    • 84861182665 scopus 로고    scopus 로고
    • Competing risks and the clinical community: irrelevance or ignorance
    • Koller MT, Raatz H, Steyerberg EW, Wolbers M. Competing risks and the clinical community: irrelevance or ignorance? Stat Med 2012;31:1089-97.
    • (2012) Stat Med , vol.31 , pp. 1089-97
    • Koller, M.T.1    Raatz, H.2    Steyerberg, E.W.3    Wolbers, M.4
  • 21
    • 83255184965 scopus 로고    scopus 로고
    • Risk and causes of paediatric hospital-acquired bacteraemia in KilifiDistrict Hospital, Kenya: a prospective cohort study
    • Aiken AM, Mturi N, Njuguna P et al. Risk and causes of paediatric hospital-acquired bacteraemia in KilifiDistrict Hospital, Kenya: a prospective cohort study. Lancet 2011; 378:2021-27.
    • (2011) Lancet , vol.378 , pp. 2021-27
    • Aiken, A.M.1    Mturi, N.2    Njuguna, P.3
  • 23
    • 35349001265 scopus 로고    scopus 로고
    • Attributable mortality due to nosocomial infections A simple and useful application of multistate models
    • Schumacher M, Wangler M, Wolkewitz M, Beyersmann J. Attributable mortality due to nosocomial infections. A simple and useful application of multistate models. Methods Inf Med 2007;46:595-600.
    • (2007) Methods Inf Med , vol.46 , pp. 595-600
    • Schumacher, M.1    Wangler, M.2    Wolkewitz, M.3    Beyersmann, J.4
  • 24
    • 67349246509 scopus 로고    scopus 로고
    • Modeling the effect of time-dependent exposure on intensive care unit mortality
    • Wolkewitz M, Beyersmann J, Gastmeier P, Schumacher M. Modeling the effect of time-dependent exposure on intensive care unit mortality. Intensive Care Med 2009;35:826-32.
    • (2009) Intensive Care Med , vol.35 , pp. 826-32
    • Wolkewitz, M.1    Beyersmann, J.2    Gastmeier, P.3    Schumacher, M.4
  • 25
    • 77951205487 scopus 로고    scopus 로고
    • Attributable mortality of ventilator-associated pneumonia: respective impact of main characteristics at ICU admission and VAP onset using conditional logistic regression and multi-state models
    • Nguile-Makao M, Zahar JR, Français A et al. Attributable mortality of ventilator-associated pneumonia: respective impact of main characteristics at ICU admission and VAP onset using conditional logistic regression and multi-state models. Intensive Care Med 2010;36:781-89.
    • (2010) Intensive Care Med , vol.36 , pp. 781-89
    • Nguile-Makao, M.1    Zahar, J.R.2    Français, A.3
  • 26
    • 78651464260 scopus 로고    scopus 로고
    • Mortality associated with in-hospital bacteraemia caused by Staphylococcus aureus: a multistate analysis with follow-up beyond hospital discharge
    • BURDEN Study Group.
    • Wolkewitz M, Frank U, Philips G, Schumacher M, Davey P, BURDEN Study Group. Mortality associated with in-hospital bacteraemia caused by Staphylococcus aureus: a multistate analysis with follow-up beyond hospital discharge. J Antimicrob Chemother 2011;66:381-86.
    • (2011) J Antimicrob Chemother , vol.66 , pp. 381-86
    • Wolkewitz, M.1    Frank, U.2    Philips, G.3    Schumacher, M.4    Davey, P.5
  • 27
    • 84864018660 scopus 로고    scopus 로고
    • Armitage Lecture 2010. Understanding treatment effects: the value of integrating longitudinal data and survival analysis
    • Aalen OO. Armitage Lecture 2010. Understanding treatment effects: the value of integrating longitudinal data and survival analysis. Stat Med 2012;31:1903-17.
    • (2012) Stat Med , vol.31 , pp. 1903-17
    • Aalen, O.O.1
  • 28
    • 0035310496 scopus 로고    scopus 로고
    • Methodological principles of case-control-studies that analyzed risk factors for antibiotic resistance: a systematic review
    • Harris AD, Karchmer TB, Carmeli Y, Samore MH. Methodological principles of case-control-studies that analyzed risk factors for antibiotic resistance: a systematic review. Clin Infect Dis 2001;32:1055-61.
    • (2001) Clin Infect Dis , vol.32 , pp. 1055-61
    • Harris, A.D.1    Karchmer, T.B.2    Carmeli, Y.3    Samore, M.H.4
  • 29
    • 0027123426 scopus 로고
    • Sir Austin Bradford Hill and the progress of medical science
    • Doll R. Sir Austin Bradford Hill and the progress of medical science. BMJ 1992;305:1521-26.
    • (1992) BMJ , vol.305 , pp. 1521-26
    • Doll, R.1
  • 30
    • 77951529251 scopus 로고
    • Streptomycin treatment of pulmonary tuberculosis: a Medical Research Council Investigation
    • Medical Research Council.
    • Medical Research Council. Streptomycin treatment of pulmonary tuberculosis: a Medical Research Council Investigation. Br Med J 1948;1:769-82.
    • (1948) Br Med J , vol.1 , pp. 769-82
  • 31
    • 30644475036 scopus 로고
    • Chemotherapy of pulmonary tuberculosis in young adults. An analysis of the combined results of three Medical Research Council Trials
    • Daniels M, Hill AB. Chemotherapy of pulmonary tuberculosis in young adults. An analysis of the combined results of three Medical Research Council Trials. Br Med J 1952;1:1162-68.
    • (1952) Br Med J , vol.1 , pp. 1162-68
    • Daniels, M.1    Hill, A.B.2
  • 32
    • 0008376153 scopus 로고
    • Smoking and carcinoma of the lung; Preliminary report
    • Doll R, Hill AB. Smoking and carcinoma of the lung; Preliminary report. Br Med J 1950;2:739-48.
    • (1950) Br Med J , vol.2 , pp. 739-48
    • Doll, R.1    Hill, A.B.2
  • 33
    • 84956419283 scopus 로고
    • Lung cancer and other causes of death in relation to smoking; a second report on the mortality of British doctors
    • Doll R, Hill AB. Lung cancer and other causes of death in relation to smoking; a second report on the mortality of British doctors. Br Med J 1956;2:1071-81.
    • (1956) Br Med J , vol.2 , pp. 1071-81
    • Doll, R.1    Hill, A.B.2
  • 34
    • 31844443695 scopus 로고
    • The environment and disease: association or causation
    • Hill AB. The environment and disease: association or causation? Proc R Soc Med 1965;58:295-300.
    • (1965) Proc R Soc Med , vol.58 , pp. 295-300
    • Hill, A.B.1
  • 35
    • 50249206900 scopus 로고
    • Principles of Medical Statistics. XII - Common fallacies and difficulties
    • Hill AB. Principles of Medical Statistics. XII - Common fallacies and difficulties. Lancet 1937;1:706-08.
    • (1937) Lancet , vol.1 , pp. 706-08
    • Hill, A.B.1
  • 36
    • 33745612958 scopus 로고    scopus 로고
    • Statistical fallibility and the longevity of popes: William Farr meets Wilhelm Lexis
    • Hanley JA, Carrieri MP, Serraino D. Statistical fallibility and the longevity of popes: William Farr meets Wilhelm Lexis. Int J Epidemiol 2006;35:802-05.
    • (2006) Int J Epidemiol , vol.35 , pp. 802-05
    • Hanley, J.A.1    Carrieri, M.P.2    Serraino, D.3
  • 37
    • 78751548104 scopus 로고    scopus 로고
    • Professors live longer than doctors: immortality bias in survival analysis
    • Webster NR. Professors live longer than doctors: immortality bias in survival analysis. Br J Anaesth 2011;106: 161-63.
    • (2011) Br J Anaesth , vol.106 , pp. 161-63
    • Webster, N.R.1
  • 38
    • 33745595519 scopus 로고
    • Vital Statistics: A memorial volume of selections from the reports and writings of William Farr with an introduction by Mervyn Susser and Abraham Adelstein
    • Metuchen, NJ: Scarecrow PR
    • Farr W. Vital Statistics: A memorial volume of selections from the reports and writings of William Farr with an introduction by Mervyn Susser and Abraham Adelstein. Metuchen, NJ: Scarecrow PR, 1975.
    • (1975)
    • Farr, W.1
  • 39
    • 39349101029 scopus 로고    scopus 로고
    • Immortal time bias in pharmaco-epidemiology
    • Suissa S. Immortal time bias in pharmaco-epidemiology. Am J Epidemiol 2008;167:492-99.
    • (2008) Am J Epidemiol , vol.167 , pp. 492-99
    • Suissa, S.1
  • 40
    • 73449123357 scopus 로고    scopus 로고
    • Immortal time bias in critical care research: application of time-varying Cox regression for observational cohort studies
    • Shintani AK, Girard TD, Eden SK, Arbogast PG, Moons KG, Ely EW. Immortal time bias in critical care research: application of time-varying Cox regression for observational cohort studies. Crit Care Med 2009;37: 2939-45.
    • (2009) Crit Care Med , vol.37 , pp. 2939-45
    • Shintani, A.K.1    Girard, T.D.2    Eden, S.K.3    Arbogast, P.G.4    Moons, K.G.5    Ely, E.W.6
  • 41
    • 77951579430 scopus 로고    scopus 로고
    • Problem of immortal time bias in cohort studies: example using statins for preventing progression of diabetes
    • Lévesque LE, Hanley JA, Kezouh A, Suissa S. Problem of immortal time bias in cohort studies: example using statins for preventing progression of diabetes. BMJ 2010;340: b5087.
    • (2010) BMJ , vol.340
    • Lévesque, L.E.1    Hanley, J.A.2    Kezouh, A.3    Suissa, S.4
  • 42
    • 50449205260 scopus 로고    scopus 로고
    • Analysis of survival by tumor response and other comparisons of time-to-event by outcome variables
    • Anderson JR, Cain KC, Gelber RD. Analysis of survival by tumor response and other comparisons of time-to-event by outcome variables. J Clin Oncol 2008;26:3913-15.
    • (2008) J Clin Oncol , vol.26 , pp. 3913-15
    • Anderson, J.R.1    Cain, K.C.2    Gelber, R.D.3
  • 43
    • 42149133078 scopus 로고    scopus 로고
    • Death without prior appropriate implantable cardioverter-defibrillator therapy: a competing risk study
    • Koller MT, Schaer B, Wolbers M, Sticherling C, Bucher HC, Osswald S. Death without prior appropriate implantable cardioverter-defibrillator therapy: a competing risk study. Circulation 2008;117:1918-26.
    • (2008) Circulation , vol.117 , pp. 1918-26
    • Koller, M.T.1    Schaer, B.2    Wolbers, M.3    Sticherling, C.4    Bucher, H.C.5    Osswald, S.6
  • 44
    • 84859842971 scopus 로고    scopus 로고
    • The use and interpretation of competing risks regression models
    • Dignam JJ, Zhang Q, Kocherginsky M. The use and interpretation of competing risks regression models. Clin Cancer Res 2012;18:2301-08.
    • (2012) Clin Cancer Res , vol.18 , pp. 2301-08
    • Dignam, J.J.1    Zhang, Q.2    Kocherginsky, M.3
  • 45
    • 85037150396 scopus 로고    scopus 로고
    • Competing risks and multistate models with R
    • New York: Springer
    • Beyersmann J, Schumacher M, Allignol A. Competing risks and multistate models with R. New York: Springer, 2012.
    • (2012)
    • Beyersmann, J.1    Schumacher, M.2    Allignol, A.3
  • 46
    • 34248397713 scopus 로고    scopus 로고
    • Tutorial in biostatistics: competing risks and multi-state models
    • Putter H, Fiocco M, Geskus RB. Tutorial in biostatistics: competing risks and multi-state models. Stat Med 2007;26: 2389-430.
    • (2007) Stat Med , vol.26 , pp. 2389-430
    • Putter, H.1    Fiocco, M.2    Geskus, R.B.3
  • 47
    • 79952254351 scopus 로고    scopus 로고
    • Application of multistate models in hospital epidemiology: advances and challenges
    • Beyersmann J, Wolkewitz M, Allignol A, Grambauer N, Schumacher M. Application of multistate models in hospital epidemiology: advances and challenges. Biomed J 2011;53:332-50.
    • (2011) Biomed J , vol.53 , pp. 332-50
    • Beyersmann, J.1    Wolkewitz, M.2    Allignol, A.3    Grambauer, N.4    Schumacher, M.5
  • 48
    • 33845695921 scopus 로고    scopus 로고
    • A methodologically focused review of the literature in hospital epidemiology and infection control
    • In Mayhall CG (ed). Philadelphia, PA: Lippincott Williams & Wilkins
    • Samore M, Harbarth S. A methodologically focused review of the literature in hospital epidemiology and infection control. In Mayhall CG (ed). Hospital Epidemiology and Infection Control. Philadelphia, PA: Lippincott Williams & Wilkins, 2004.
    • (2004) Hospital Epidemiology and Infection Control
    • Samore, M.1    Harbarth, S.2
  • 49
    • 72049095859 scopus 로고    scopus 로고
    • Using a longitudinal model to estimate the effect of methicillin-resistant Staphylococcus aureus infection on length of stay in an intensive care unit
    • Barnett AG, Batra R, Graves N, Edgeworth J, Robotham J, Cooper B. Using a longitudinal model to estimate the effect of methicillin-resistant Staphylococcus aureus infection on length of stay in an intensive care unit. Am J Epidemiol 2009;170:1186-94.
    • (2009) Am J Epidemiol , vol.170 , pp. 1186-94
    • Barnett, A.G.1    Batra, R.2    Graves, N.3    Edgeworth, J.4    Robotham, J.5    Cooper, B.6
  • 50
    • 0004283675 scopus 로고
    • Principles of Medical Statistics
    • London: Lancet
    • Hill AB. Principles of Medical Statistics. London: Lancet, 1937.
    • (1937)
    • Hill, A.B.1


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