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Volumn 174, Issue 5, 2011, Pages 613-620

Performance of disease risk scores, propensity scores, and traditional multivariable outcome regression in the presence of multiple confounders

Author keywords

confounding factors (epidemiology); epidemiologic methods; observational study; pharmacoepidemiology

Indexed keywords

COHORT ANALYSIS; CORRELATION; DISEASE PREVALENCE; EPIDEMIOLOGY; MATHEMATICAL ANALYSIS; MONTE CARLO ANALYSIS; MULTIVARIATE ANALYSIS; NUMERICAL MODEL; OBSERVATIONAL METHOD; PERFORMANCE ASSESSMENT; REGRESSION ANALYSIS; RISK FACTOR; TRADITIONAL KNOWLEDGE;

EID: 80052224816     PISSN: 00029262     EISSN: 14766256     Source Type: Journal    
DOI: 10.1093/aje/kwr143     Document Type: Article
Times cited : (115)

References (26)
  • 1
    • 0024320123 scopus 로고
    • Bootstrap investigation of the stability of a Cox regression model
    • Altman DG, Andersen PK. Bootstrap investigation of the stability of a Cox regression model. Stat Med. 1989;8(7): 771-783. (Pubitemid 19178937)
    • (1989) Statistics in Medicine , vol.8 , Issue.7 , pp. 771-783
    • Altman, D.G.1    Andersen, P.K.2
  • 2
    • 0030474271 scopus 로고    scopus 로고
    • A simulation study of the number of events per variable in logistic regression analysis
    • DOI 10.1016/S0895-4356(96)00236-3, PII S0895435696002363
    • Peduzzi P, Concato J, Kemper E, et al. A simulation study of the number of events per variable in logistic regression analysis. J Clin Epidemiol. 1996;49(12):1373-1379. (Pubitemid 27028925)
    • (1996) Journal of Clinical Epidemiology , vol.49 , Issue.12 , pp. 1373-1379
    • Peduzzi, P.1    Concato, J.2    Kemper, E.3    Holford, T.R.4    Feinstem, A.R.5
  • 3
    • 0021857146 scopus 로고
    • Regression models for prognostic prediction: Advantages, problems, and suggested solutions
    • Harrell FE Jr, Lee KL, Matchar DB, et al. Regression models for prognostic prediction: advantages, problems, and suggested solutions. Cancer Treat Rep. 1985;69(10):1071-1077. (Pubitemid 15249118)
    • (1985) Cancer Treatment Reports , vol.69 , Issue.10 , pp. 1071-1077
    • Harrell Jr., F.E.1    Lee, K.L.2    Matchar, D.B.3    Reichert, T.A.4
  • 4
    • 77951622706 scopus 로고
    • The central role of the propensity score in observational studies for causal effects
    • Rosenbaum PR, Rubin DB. The central role of the propensity score in observational studies for causal effects. Biometrika. 1983;70(1):41-55.
    • (1983) Biometrika , vol.70 , Issue.1 , pp. 41-55
    • Rosenbaum, P.R.1    Rubin, D.B.2
  • 5
    • 0041626110 scopus 로고    scopus 로고
    • Comparison of logistic regression versus propensity score when the number of events is low and there are multiple confounders
    • DOI 10.1093/aje/kwg115
    • Cepeda MS, Boston R, Farrar JT, et al. Comparison of logistic regression versus propensity score when the number of events is low and there are multiple confounders. Am J Epidemiol. 2003;158(3):280-287. (Pubitemid 36944422)
    • (2003) American Journal of Epidemiology , vol.158 , Issue.3 , pp. 280-287
    • Cepeda, M.S.1    Boston, R.2    Farrar, J.T.3    Strom, B.L.4
  • 6
    • 37349057488 scopus 로고    scopus 로고
    • Adjustment for multiple cardiovascular risk factors using a summary risk score
    • DOI 10.1097/EDE.0b013e31815be000
    • Arbogast PG, Kaltenbach L, Ding H, et al. Adjustment for multiple cardiovascular risk factors using a summary risk score. Epidemiology. 2008;19(1):30-37. (Pubitemid 350295136)
    • (2008) Epidemiology , vol.19 , Issue.1 , pp. 30-37
    • Arbogast, P.G.1    Kaltenbach, L.2    Ding, H.3    Ray, W.A.4
  • 7
    • 58849157241 scopus 로고    scopus 로고
    • Use of disease risk scores in pharmacoepidemiologic studies
    • Arbogast PG, Ray WA. Use of disease risk scores in pharmacoepidemiologic studies. Stat Methods Med Res. 2009;18(1): 67-80.
    • (2009) Stat Methods Med Res , vol.18 , Issue.1 , pp. 67-80
    • Arbogast, P.G.1    Ray, W.A.2
  • 8
    • 0017046714 scopus 로고
    • Stratification by a multivariate confounder score
    • Miettinen OS. Stratification by a multivariate confounder score. Am J Epidemiol. 1976;104(6):609-620. (Pubitemid 8007913)
    • (1976) American Journal of Epidemiology , vol.104 , Issue.6 , pp. 609-620
    • Miettinen, O.S.1
  • 9
    • 0018576275 scopus 로고
    • Some insights into Miettinen's multivariate confounder score approach to case-control study analysis
    • Pike MC, Anderson J, Day N. Some insights into Miettinen's multivariate confounder score approach to case-control study analysis. Epidemiol Community Health. 1979;33(1):104-106. (Pubitemid 10174074)
    • (1979) Journal of Epidemiology and Community Health , vol.33 , Issue.1 , pp. 104-106
    • Pike, M.C.1    Anderson, J.2    Day, N.3
  • 10
    • 0024547831 scopus 로고
    • Performance of tests of significance based on stratification by a multivariate confounder score or by a propensity score
    • DOI 10.1016/0895-4356(89)90036-X
    • Cook EF, Goldman L. Performance of tests of significance based on stratification by a multivariate confounder score or by a propensity score. J Clin Epidemiol. 1989;42(4):317-324. (Pubitemid 19133717)
    • (1989) Journal of Clinical Epidemiology , vol.42 , Issue.4 , pp. 317-324
    • Cook, E.F.1    Goldman, L.2
  • 12
    • 0037065519 scopus 로고    scopus 로고
    • Non-steroidal anti-inflammatory drugs and risk of serious coronary heart disease: An observational cohort study
    • DOI 10.1016/S0140-6736(02)07370-1
    • Ray WA, Stein CM, Hall K, et al. Non-steroidal antiinflammatory drugs and risk of serious coronary heart disease: an observational cohort study. Lancet. 2002;359(9301):118-123. (Pubitemid 34112540)
    • (2002) Lancet , vol.359 , Issue.9301 , pp. 118-123
    • Ray, W.A.1    Stein, C.M.2    Hall, K.3    Daugherty, J.R.4    Griffin, M.R.5
  • 13
    • 0037027050 scopus 로고    scopus 로고
    • COX-2 selective nonsteroidal anti-inflammatory drugs and risk of serious coronary heart disease
    • RayWA, Stein CM, Daugherty JR, et al. COX-2 selective nonsteroidal anti-inflammatory drugs and risk of serious coronary heart disease. Lancet. 2002;360(9339):1071-1073.
    • (2002) Lancet , vol.360 , Issue.9339 , pp. 1071-1073
    • Raywa Stein, C.M.1    Daugherty, J.R.2
  • 15
    • 19244365446 scopus 로고    scopus 로고
    • Oral erythromycin and the risk of sudden death from cardiac causes
    • RayWA, Murray KT, Meredith S, et al. Oral erythromycin and the risk of sudden death from cardiac causes. N Engl J Med. 2004;351(11):1089-1096.
    • (2004) N Engl J Med , vol.351 , Issue.11 , pp. 1089-1096
    • Raywa Murray, K.T.1    Meredith, S.2
  • 16
    • 13444263619 scopus 로고    scopus 로고
    • Risk of acute myocardial infarction and sudden cardiac death in patients treated with cyclo-oxygenase 2 selective and non-selective non-steroidal anti-inflammatory drugs: Nested case-control study
    • DOI 10.1016/S0140-6736(05)17864-7
    • Graham DJ, Campen D, Hui R, et al. Risk of acute myocardial infarction and sudden cardiac death in patients treated with cyclo-oxygenase 2 selective and non-selective non-steroidal anti-inflammatory drugs: nested case-control study. Lancet. 2005;365(9458):475-481. (Pubitemid 40215729)
    • (2005) Lancet , vol.365 , Issue.9458 , pp. 475-481
    • Graham, D.J.1    Campen, D.2    Hui, R.3    Spence, M.4    Cheetham, C.5    Levy, G.6    Shoor, S.7    Ray, W.A.8
  • 17
    • 34548497097 scopus 로고    scopus 로고
    • Risk of peptic ulcer hospitalizations in users of NSAIDs with gastroprotective cotherapy versus coxibs
    • DOI 10.1053/j.gastro.2007.06.058, PII S0016508507012905
    • Ray WA, Chung CP, Stein CM, et al. Risk of peptic ulcer hospitalizations in users of NSAIDs with gastroprotective cotherapy versus coxibs. Gastroenterology. 2007;133(3): 790-798. (Pubitemid 47374141)
    • (2007) Gastroenterology , vol.133 , Issue.3 , pp. 790-798
    • Ray, W.A.1    Chung, C.P.2    Stein, C.M.3    Smalley, W.E.4    Hall, K.5    Arbogast, P.G.6    Griffin, M.R.7
  • 18
    • 17744378170 scopus 로고    scopus 로고
    • Analytic strategies to adjust confounding using exposure propensity scores and disease risk scores: Nonsteroidal antiinflammatory drugs and short-term mortality in the elderly
    • DOI 10.1093/aje/kwi106
    • Stürmer T, Schneeweiss S, Brookhart MA, et al. Analytic strategies to adjust confounding using exposure propensity scores and disease risk scores: nonsteroidal antiinflammatory drugs and short-term mortality in the elderly. Am J Epidemiol. 2005;161(9):891-898. (Pubitemid 40577844)
    • (2005) American Journal of Epidemiology , vol.161 , Issue.9 , pp. 891-898
    • Sturmer, T.1    Schneeweiss, S.2    Brookhart, M.A.3    Rothman, K.J.4    Avorn, J.5    Glynn, R.J.6
  • 19
    • 44849091245 scopus 로고    scopus 로고
    • The prognostic analogue of the propensity score
    • DOI 10.1093/biomet/asn004
    • Hansen BB. The prognostic analogue of the propensity score. Biometrika. 2008;95(2):481-488. (Pubitemid 351797222)
    • (2008) Biometrika , vol.95 , Issue.2 , pp. 481-488
    • Hansen, B.B.1
  • 20
    • 0022973522 scopus 로고
    • Identifiability, exchangeability, and epidemiological confounding
    • Greenland S, Robins JM. Identifiability, exchangeability, and epidemiological confounding. Int J Epidemiol. 1986;15(3): 413-419. (Pubitemid 17171893)
    • (1986) International Journal of Epidemiology , vol.15 , Issue.3 , pp. 413-419
    • Greenland, S.1    Robins, J.M.2
  • 21
    • 77956891487 scopus 로고
    • Biased estimates of treatment effect in randomized experiments with nonlinear regressions and omitted covariates
    • Gail MH, Wieand S, Piantadosi S. Biased estimates of treatment effect in randomized experiments with nonlinear regressions and omitted covariates. Biometrika. 1984;71(3): 431-444.
    • (1984) Biometrika , vol.71 , Issue.3 , pp. 431-444
    • Gail, M.H.1    Wieand, S.2    Piantadosi, S.3
  • 22
    • 67651042983 scopus 로고    scopus 로고
    • High-dimensional propensity score adjustment in studies of treatment effects using health care claims data
    • Schneeweiss S, Rassen JA, Glynn RJ, et al. High-dimensional propensity score adjustment in studies of treatment effects using health care claims data. Epidemiology. 2009;20(4): 512-522.
    • (2009) Epidemiology , vol.20 , Issue.4 , pp. 512-522
    • Schneeweiss, S.1    Rassen, J.A.2    Glynn, R.J.3
  • 23
    • 75749140076 scopus 로고    scopus 로고
    • Confounder summary scores when comparing the effects of multiple drug exposures
    • Cadarette SM, Gagne JJ, Solomon DH, et al. Confounder summary scores when comparing the effects of multiple drug exposures. Pharmacoepidemiol Drug Saf. 2010;19(1):2-9.
    • (2010) Pharmacoepidemiol Drug Saf , vol.19 , Issue.1 , pp. 2-9
    • Cadarette, S.M.1    Gagne, J.J.2    Solomon, D.H.3
  • 24
    • 33846813595 scopus 로고    scopus 로고
    • Conditioning on the propensity score can result in biased estimation of common measures of treatment effect: A Monte Carlo study
    • DOI 10.1002/sim.2618
    • Austin PC, Grootendorst P, Normand SL, et al. Conditioning on the propensity score can result in biased estimation of common measures of treatment effect: a Monte Carlo study. Stat Med. 2007;26(4):754-768. (Pubitemid 46206594)
    • (2007) Statistics in Medicine , vol.26 , Issue.4 , pp. 754-768
    • Austin, P.C.1    Grootendorst, P.2    Normand, S.-L.T.3    Anderson, G.M.4
  • 25
    • 40049100642 scopus 로고    scopus 로고
    • Invited commentary: Variable selection versus shrinkage in the control of multiple confounders
    • DOI 10.1093/aje/kwm355
    • Greenland S. Invited commentary: variable selection versus shrinkage in the control of multiple confounders. Am J Epidemiol. 2008;167(5):523-529. (Pubitemid 351323317)
    • (2008) American Journal of Epidemiology , vol.167 , Issue.5 , pp. 523-529
    • Greenland, S.1


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