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Volumn 65, Issue 11, 2012, Pages 1171-1180

Time-dependent study entries and exposures in cohort studies can easily be sources of different and avoidable types of bias

Author keywords

Immortal time bias; Length bias; Selection bias; Survival bias; Time scale; Time dependent bias

Indexed keywords

ALZHEIMER DISEASE; ARTICLE; CARDIOLOGY; COHORT ANALYSIS; COMPUTER GRAPHICS; DEMENTIA; GYNECOLOGY; HAZARD RATIO; HOSPITAL INFECTION; HUMAN; INTENSIVE CARE; ISCHEMIC HEART DISEASE; LENGTH BIAS; LIVER CIRRHOSIS; NEUROLOGY; PRIORITY JOURNAL; PROPORTIONAL HAZARDS MODEL; SPONTANEOUS ABORTION; STUDY DESIGN; SYSTEMATIC ERROR; TIME DEPENDENT BIAS;

EID: 84866853131     PISSN: 08954356     EISSN: 18785921     Source Type: Journal    
DOI: 10.1016/j.jclinepi.2012.04.008     Document Type: Article
Times cited : (75)

References (51)
  • 1
    • 0035872924 scopus 로고    scopus 로고
    • Survival in Academy Award-winning actors and actresses
    • D.A. Redelmeier, and S.M. Singh Survival in Academy Award-winning actors and actresses Ann Intern Med 134 2001 955 962
    • (2001) Ann Intern Med , vol.134 , pp. 955-962
    • Redelmeier, D.A.1    Singh, S.M.2
  • 2
    • 33749050564 scopus 로고    scopus 로고
    • Do OSCAR winners live longer than less successful peers? A reanalysis of the evidence
    • M.P. Sylvestre, E. Huszti, and J.A. Hanley Do OSCAR winners live longer than less successful peers? A reanalysis of the evidence Ann Intern Med 145 2006 361 363
    • (2006) Ann Intern Med , vol.145 , pp. 361-363
    • Sylvestre, M.P.1    Huszti, E.2    Hanley, J.A.3
  • 3
    • 33749042102 scopus 로고    scopus 로고
    • Reanalysis of survival of Oscar winners
    • D.A. Redelmeier, and S.M. Singh Reanalysis of survival of Oscar winners Ann Intern Med 145 2006 392 393
    • (2006) Ann Intern Med , vol.145 , pp. 392-393
    • Redelmeier, D.A.1    Singh, S.M.2
  • 4
    • 78649436592 scopus 로고    scopus 로고
    • Two pitfalls in survival analyses of time-dependent exposure: A case study in a cohort of Oscar nominees
    • M. Wolkewitz, A. Allignol, M. Schumacher, and J. Beyersmann Two pitfalls in survival analyses of time-dependent exposure: a case study in a cohort of Oscar nominees Am Stat 64 2010 205 211
    • (2010) Am Stat , vol.64 , pp. 205-211
    • Wolkewitz, M.1    Allignol, A.2    Schumacher, M.3    Beyersmann, J.4
  • 5
    • 84866884607 scopus 로고    scopus 로고
    • The effect of winning an Oscar award on survival: Correcting for healthy performer survivor bias with a rank preserving structural accelerated failure time model
    • X. Han, D.S. Small, D.P. Foster, and V. Patel The effect of winning an Oscar award on survival: correcting for healthy performer survivor bias with a rank preserving structural accelerated failure time model Ann Appl Stat 5 2011 746 772
    • (2011) Ann Appl Stat , vol.5 , pp. 746-772
    • Han, X.1    Small, D.S.2    Foster, D.P.3    Patel, V.4
  • 6
    • 0030919186 scopus 로고    scopus 로고
    • Where's the bias?
    • F. Davidoff Where's the bias? Ann Intern Med 126 1997 986
    • (1997) Ann Intern Med , vol.126 , pp. 986
    • Davidoff, F.1
  • 7
    • 0021207057 scopus 로고
    • Treatment of ventricular arrhythmias suppression, survival, and the problem of bias
    • B. McGovern, H. Garan, and J.N. Ruskin Treatment of ventricular arrhythmias suppression, survival, and the problem of bias Ann Intern Med 101 1984 123
    • (1984) Ann Intern Med , vol.101 , pp. 123
    • McGovern, B.1    Garan, H.2    Ruskin, J.N.3
  • 8
    • 27644579038 scopus 로고    scopus 로고
    • Statistical methods in the journal
    • N.J. Horton, and S.S. Switzer Statistical methods in the journal N Engl J Med 353 2005 1977 1979
    • (2005) N Engl J Med , vol.353 , pp. 1977-1979
    • Horton, N.J.1    Switzer, S.S.2
  • 9
    • 0031570013 scopus 로고    scopus 로고
    • Survival analysis in observational studies
    • K. Bull, and D.J. Spiegelhalter Survival analysis in observational studies Stat Med 16 1997 1041 1074
    • (1997) Stat Med , vol.16 , pp. 1041-1074
    • Bull, K.1    Spiegelhalter, D.J.2
  • 10
    • 0024317926 scopus 로고
    • Survival analysis in natural history studies of disease
    • A. Cnaan, and L. Ryan Survival analysis in natural history studies of disease Stat Med 8 1989 1255 1268
    • (1989) Stat Med , vol.8 , pp. 1255-1268
    • Cnaan, A.1    Ryan, L.2
  • 13
    • 4444283796 scopus 로고    scopus 로고
    • Time-dependent bias was common in survival analyses published in leading clinical journals
    • C. van Walraven, D. Davis, A.J. Forster, and G.A. Wells Time-dependent bias was common in survival analyses published in leading clinical journals J Clin Epidemiol 57 2004 672 682
    • (2004) J Clin Epidemiol , vol.57 , pp. 672-682
    • Van Walraven, C.1    Davis, D.2    Forster, A.J.3    Wells, G.A.4
  • 14
    • 0041865230 scopus 로고    scopus 로고
    • Effectiveness of inhaled corticosteroids in chronic obstructive pulmonary disease: Immortal time bias in observational studies
    • S. Suissa Effectiveness of inhaled corticosteroids in chronic obstructive pulmonary disease: immortal time bias in observational studies Am J Respir Crit Care Med 168 2003 49 53
    • (2003) Am J Respir Crit Care Med , vol.168 , pp. 49-53
    • Suissa, S.1
  • 15
    • 39349101029 scopus 로고    scopus 로고
    • Immortal time bias in pharmacoepidemiology
    • S. Suissa Immortal time bias in pharmacoepidemiology Am J Epidemiol 167 2008 492 499
    • (2008) Am J Epidemiol , vol.167 , pp. 492-499
    • Suissa, S.1
  • 16
    • 55249097625 scopus 로고    scopus 로고
    • An easy mathematical proof showed that time-dependent bias inevitably leads to biased effect estimation
    • J. Beyersmann, P. Gastmeier, M. Wolkewitz, and M. Schumacher An easy mathematical proof showed that time-dependent bias inevitably leads to biased effect estimation J Clin Epidemiol 61 2008 1216 1221
    • (2008) J Clin Epidemiol , vol.61 , pp. 1216-1221
    • Beyersmann, J.1    Gastmeier, P.2    Wolkewitz, M.3    Schumacher, M.4
  • 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
    • M. Wolkewitz, J. Beyersmann, P. Gastmeier, and M. Schumacher Efficient risk set sampling when a time-dependent exposure is present: matching for time to exposure versus exposure density sampling Methods Inf Med 48 2009 438 443
    • (2009) Methods Inf Med , vol.48 , pp. 438-443
    • Wolkewitz, M.1    Beyersmann, J.2    Gastmeier, P.3    Schumacher, M.4
  • 18
    • 61849128701 scopus 로고    scopus 로고
    • The impact of time-dependent bias in proportional hazards modelling
    • J. Beyersmann, M. Wolkewitz, and M. Schumacher The impact of time-dependent bias in proportional hazards modelling Stat Med 27 2008 6439 6454
    • (2008) Stat Med , vol.27 , pp. 6439-6454
    • Beyersmann, J.1    Wolkewitz, M.2    Schumacher, M.3
  • 19
    • 0030317304 scopus 로고    scopus 로고
    • Survivor treatment selection bias in observational studies: Examples from the AIDS literature
    • M.J. Glesby, and D.R. Hoover Survivor treatment selection bias in observational studies: examples from the AIDS literature Ann Intern Med 124 1996 999
    • (1996) Ann Intern Med , vol.124 , pp. 999
    • Glesby, M.J.1    Hoover, D.R.2
  • 20
    • 33750800563 scopus 로고    scopus 로고
    • Quantifying the impact of survivor treatment bias in observational studies
    • P.C. Austin, M.M. Mamdani, C. van Walraven, and J.V. Tu Quantifying the impact of survivor treatment bias in observational studies J Eval Clin Pract 12 2006 601 612
    • (2006) J Eval Clin Pract , vol.12 , pp. 601-612
    • Austin, P.C.1    Mamdani, M.M.2    Van Walraven, C.3    Tu, J.V.4
  • 22
    • 73449123357 scopus 로고    scopus 로고
    • Immortal time bias in critical care research: Application of time-varying Cox regression for observational cohort studies
    • A.K. Shintani, T.D. Girard, S.K. Eden, P.G. Arbogast, K.G. Moons, and E.W. Ely Immortal time bias in critical care research: application of time-varying Cox regression for observational cohort studies Crit Care Med 37 2009 2939 2945
    • (2009) Crit Care Med , vol.37 , pp. 2939-2945
    • Shintani, A.K.1    Girard, T.D.2    Eden, S.K.3    Arbogast, P.G.4    Moons, K.G.5    Ely, E.W.6
  • 23
    • 67749147236 scopus 로고    scopus 로고
    • Duration of antidepressant drug treatment and its influence on risk of relapse/recurrence: Immortal and neglected time bias
    • H. Gardarsdottir, T.C. Egberts, J.J. Stolker, and E.R. Heerdink Duration of antidepressant drug treatment and its influence on risk of relapse/recurrence: immortal and neglected time bias Am J Epidemiol 170 2009 280 285
    • (2009) Am J Epidemiol , vol.170 , pp. 280-285
    • Gardarsdottir, H.1    Egberts, T.C.2    Stolker, J.J.3    Heerdink, E.R.4
  • 24
    • 77950864958 scopus 로고    scopus 로고
    • Analysis of individual drug use as a time-varying determinant of exposure in prospective population-based cohort studies
    • B.H. Stricker, and T. Stijnen Analysis of individual drug use as a time-varying determinant of exposure in prospective population-based cohort studies Eur J Epidemiol 25 2010 245 251
    • (2010) Eur J Epidemiol , vol.25 , pp. 245-251
    • Stricker, B.H.1    Stijnen, T.2
  • 26
    • 77951579430 scopus 로고    scopus 로고
    • Problem of immortal time bias in cohort studies: Example using statins for preventing progression of diabetes
    • L.E. Lévesque, J.A. Hanley, A. Kezouh, and S. Suissa Problem of immortal time bias in cohort studies: example using statins for preventing progression of diabetes BMJ 340 2010 b5087
    • (2010) BMJ , vol.340 , pp. 5087
    • Lévesque, L.E.1    Hanley, J.A.2    Kezouh, A.3    Suissa, S.4
  • 27
    • 77956950113 scopus 로고    scopus 로고
    • Science mapping analysis characterizes 235 biases in biomedical research
    • D. Chavalarias, and J.P. Ioannidis Science mapping analysis characterizes 235 biases in biomedical research J Clin Epidemiol 63 2010 1205 1215
    • (2010) J Clin Epidemiol , vol.63 , pp. 1205-1215
    • Chavalarias, D.1    Ioannidis, J.P.2
  • 28
    • 78650232703 scopus 로고    scopus 로고
    • Clinical outcomes of health-care-associated infections and antimicrobial resistance in patients admitted to European intensive-care units: A cohort study
    • M.L. Lambert, C. Suetens, A. Savey, M. Palomar, M. Hiesmayr, and I. Morales Clinical outcomes of health-care-associated infections and antimicrobial resistance in patients admitted to European intensive-care units: a cohort study Lancet Infect Dis 11 2011 30 38
    • (2011) Lancet Infect Dis , vol.11 , pp. 30-38
    • Lambert, M.L.1    Suetens, C.2    Savey, A.3    Palomar, M.4    Hiesmayr, M.5    Morales, I.6
  • 29
    • 79955957967 scopus 로고    scopus 로고
    • Multistate modelling to estimate the excess length of stay associated with MRSA colonization and infection in surgical patients
    • G. De Angelis, A. Allignol, A. Murthy, M. Wolkewitz, J. Beyersmann, and E. Safran Multistate modelling to estimate the excess length of stay associated with MRSA colonization and infection in surgical patients J Hosp Infect 78 2011 86 91
    • (2011) J Hosp Infect , vol.78 , pp. 86-91
    • De Angelis, G.1    Allignol, A.2    Murthy, A.3    Wolkewitz, M.4    Beyersmann, J.5    Safran, E.6
  • 31
    • 1842867052 scopus 로고    scopus 로고
    • Delirium as a predictor of mortality in mechanically ventilated patients in the intensive care unit
    • E.W. Ely, A. Shintani, B. Truman, T. Speroff, S.M. Gordon, and F.E. Harrell Delirium as a predictor of mortality in mechanically ventilated patients in the intensive care unit JAMA 291 2004 1753 1762
    • (2004) JAMA , vol.291 , pp. 1753-1762
    • Ely, E.W.1    Shintani, A.2    Truman, B.3    Speroff, T.4    Gordon, S.M.5    Harrell, F.E.6
  • 32
    • 33947206490 scopus 로고    scopus 로고
    • Association between multidisciplinary care and survival for elderly patients with chronic kidney disease
    • B.R. Hemmelgarn, B.J. Manns, J. Zhang, M. Tonelli, S. Klarenbach, and M. Walsh Association between multidisciplinary care and survival for elderly patients with chronic kidney disease J Am Soc Nephrol 18 2007 993 999
    • (2007) J Am Soc Nephrol , vol.18 , pp. 993-999
    • Hemmelgarn, B.R.1    Manns, B.J.2    Zhang, J.3    Tonelli, M.4    Klarenbach, S.5    Walsh, M.6
  • 33
    • 77957878813 scopus 로고    scopus 로고
    • Excess length of stay due to central line-associated bloodstream infection in intensive care units in Argentina, Brazil, and Mexico
    • A.G. Barnett, N. Graves, V. Rosenthal, R. Salomao, and M.S. Rangel Frausto Excess length of stay due to central line-associated bloodstream infection in intensive care units in Argentina, Brazil, and Mexico Infect Control Hosp Epidemiol 31 2010 1106 1114
    • (2010) Infect Control Hosp Epidemiol , vol.31 , pp. 1106-1114
    • Barnett, A.G.1    Graves, N.2    Rosenthal, V.3    Salomao, R.4    Rangel Frausto, M.S.5
  • 34
    • 80053568929 scopus 로고    scopus 로고
    • Time-dependent analysis of extra length of stay and mortality due to ventilator-associated pneumonia in intensive-care units of ten limited-resources countries: Findings of the International Nosocomial Infection Control Consortium (INICC)
    • V.D. Rosenthal, F.E. Udwadia, H.J. Munoz, N. Erben, F. Higuera, and K. Abidi Time-dependent analysis of extra length of stay and mortality due to ventilator-associated pneumonia in intensive-care units of ten limited-resources countries: findings of the International Nosocomial Infection Control Consortium (INICC) Epidemiol Infect 139 2011 1757 1763
    • (2011) Epidemiol Infect , vol.139 , pp. 1757-1763
    • Rosenthal, V.D.1    Udwadia, F.E.2    Munoz, H.J.3    Erben, N.4    Higuera, F.5    Abidi, K.6
  • 35
    • 77954068033 scopus 로고    scopus 로고
    • Update in cardiology
    • J. Sanz, and V. Fuster Update in cardiology Ann Intern Med 152 2010 786
    • (2010) Ann Intern Med , vol.152 , pp. 786
    • Sanz, J.1    Fuster, V.2
  • 36
    • 33847710702 scopus 로고    scopus 로고
    • Choice of time scale and its effect on significance of predictors in longitudinal studies
    • M.J. Pencina, M.G. Larson, and R.B. D'Agostino Choice of time scale and its effect on significance of predictors in longitudinal studies Stat Med 26 2007 1343 1359
    • (2007) Stat Med , vol.26 , pp. 1343-1359
    • Pencina, M.J.1    Larson, M.G.2    D'Agostino, R.B.3
  • 38
    • 0015344061 scopus 로고
    • Does cardiac transplantation prolong life? A reassessment
    • M.H. Gail Does cardiac transplantation prolong life? A reassessment Ann Intern Med 76 1972 815 817
    • (1972) Ann Intern Med , vol.76 , pp. 815-817
    • Gail, M.H.1
  • 39
    • 48349095725 scopus 로고    scopus 로고
    • Statistical methods for estimating the probability of spontaneous abortion in observational studies - Analyzing pregnancies exposed to coumarin derivatives
    • R. Meister, and C. Schaefer Statistical methods for estimating the probability of spontaneous abortion in observational studies - analyzing pregnancies exposed to coumarin derivatives Reprod Toxicol 26 2008 31 35
    • (2008) Reprod Toxicol , vol.26 , pp. 31-35
    • Meister, R.1    Schaefer, C.2
  • 40
    • 0025175970 scopus 로고
    • Survival of outpatients with Alzheimer-type dementia
    • J.S. Walsh, H.G. Welch, and E.B. Larson Survival of outpatients with Alzheimer-type dementia Ann Intern Med 113 1990 429
    • (1990) Ann Intern Med , vol.113 , pp. 429
    • Walsh, J.S.1    Welch, H.G.2    Larson, E.B.3
  • 42
    • 84855893863 scopus 로고    scopus 로고
    • Regression analysis for cumulative incidence probability under competing risks and left-truncated sampling
    • P.S. Shen Regression analysis for cumulative incidence probability under competing risks and left-truncated sampling Lifetime Data Anal 18 2012 1 18
    • (2012) Lifetime Data Anal , vol.18 , pp. 1-18
    • Shen, P.S.1
  • 43
    • 77952567608 scopus 로고    scopus 로고
    • A note on variance estimation of the Aalen-Johansen estimator of the cumulative incidence function in competing risks, with a view towards left-truncated data
    • A. Allignol, M. Schumacher, and J. Beyersmann A note on variance estimation of the Aalen-Johansen estimator of the cumulative incidence function in competing risks, with a view towards left-truncated data Biom J 52 2010 126 137
    • (2010) Biom J , vol.52 , pp. 126-137
    • Allignol, A.1    Schumacher, M.2    Beyersmann, J.3
  • 44
    • 72749093341 scopus 로고    scopus 로고
    • Conclusion about the association between valve surgery and mortality in an infective endocarditis cohort changed after adjusting for survivor bias
    • I.M. Tleyjeh, H.M. Ghomrawi, J.M. Steckelberg, V.M. Montori, T.L. Hoskin, and F. Enders Conclusion about the association between valve surgery and mortality in an infective endocarditis cohort changed after adjusting for survivor bias J Clin Epidemiol 63 2010 130 135
    • (2010) J Clin Epidemiol , vol.63 , pp. 130-135
    • Tleyjeh, I.M.1    Ghomrawi, H.M.2    Steckelberg, J.M.3    Montori, V.M.4    Hoskin, T.L.5    Enders, F.6
  • 45
    • 72749085575 scopus 로고    scopus 로고
    • Survivor treatment bias, treatment selection bias, and propensity scores in observational research
    • P.C. Austin, and R.W. Platt Survivor treatment bias, treatment selection bias, and propensity scores in observational research J Clin Epidemiol 63 2010 136 138
    • (2010) J Clin Epidemiol , vol.63 , pp. 136-138
    • Austin, P.C.1    Platt, R.W.2
  • 46
    • 72749115894 scopus 로고    scopus 로고
    • Propensity score analysis with a time-dependent intervention is an acceptable although not an optimal analytical approach when treatment selection bias and survivor bias coexist
    • I.M. Tleyjeh, H.M. Ghomrawi, J.M. Steckelberg, V.M. Montori, T.L. Hoskin, and F. Enders Propensity score analysis with a time-dependent intervention is an acceptable although not an optimal analytical approach when treatment selection bias and survivor bias coexist J Clin Epidemiol 63 2010 139 140
    • (2010) J Clin Epidemiol , vol.63 , pp. 139-140
    • Tleyjeh, I.M.1    Ghomrawi, H.M.2    Steckelberg, J.M.3    Montori, V.M.4    Hoskin, T.L.5    Enders, F.6
  • 48
    • 20744460728 scopus 로고    scopus 로고
    • Modeling late entry bias in survival analysis
    • M. Matsuura, and S. Eguchi Modeling late entry bias in survival analysis Biometrics 61 2005 559 566
    • (2005) Biometrics , vol.61 , pp. 559-566
    • Matsuura, M.1    Eguchi, S.2
  • 49
    • 79952254351 scopus 로고    scopus 로고
    • Application of multistate models in hospital epidemiology: Advances and challenges
    • J. Beyersmann, M. Wolkewitz, A. Allignol, N. Grambauer, and M. Schumacher Application of multistate models in hospital epidemiology: advances and challenges Biom J 53 2011 332 350
    • (2011) Biom J , vol.53 , pp. 332-350
    • Beyersmann, J.1    Wolkewitz, M.2    Allignol, A.3    Grambauer, N.4    Schumacher, M.5
  • 50
    • 11344283814 scopus 로고    scopus 로고
    • Choice of time-scale in Cox's model analysis of epidemiologic cohort data: A simulation study
    • A. Thiébaut, and J. Bénichou Choice of time-scale in Cox's model analysis of epidemiologic cohort data: a simulation study Stat Med 23 2004 3803 3820
    • (2004) Stat Med , vol.23 , pp. 3803-3820
    • Thiébaut, A.1    Bénichou, J.2
  • 51
    • 0032407008 scopus 로고    scopus 로고
    • Left-truncated data with age as time scale: An alternative for survival analysis in the elderly population
    • R. Lamarca, J. Alonso, G. Gomez, and Á. Muñoz Left-truncated data with age as time scale: an alternative for survival analysis in the elderly population J Gerontol A Biol Sci Med Sci 53 1998 M337
    • (1998) J Gerontol A Biol Sci Med Sci , vol.53 , pp. 337
    • Lamarca, R.1    Alonso, J.2    Gomez, G.3    Muñoz, Á.4


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