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Volumn 61, Issue 6, 2008, Pages 525-530

Marginal structural models might overcome confounding when analyzing multiple treatment effects in observational studies

Author keywords

Causality; Confounding; Marginal structural models; Observational studies; Pharmacoepidemiology; Treatment effectiveness

Indexed keywords

AMISULPRIDE; CLOZAPINE; NEUROLEPTIC AGENT; OLANZAPINE; QUETIAPINE; RISPERIDONE;

EID: 43049115395     PISSN: 08954356     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jclinepi.2007.11.007     Document Type: Review
Times cited : (32)

References (32)
  • 2
    • 33846821635 scopus 로고    scopus 로고
    • Randomized trial vs. observational study of acupuncture for migraine found that patient characteristics differed but outcomes were similar
    • Linde K., Streng A., Hoppe A., Weidenhammer W., Wagenpfeil S., and Melchart D. Randomized trial vs. observational study of acupuncture for migraine found that patient characteristics differed but outcomes were similar. J Clin Epidemiol 60 (2007) 280-287
    • (2007) J Clin Epidemiol , vol.60 , pp. 280-287
    • Linde, K.1    Streng, A.2    Hoppe, A.3    Weidenhammer, W.4    Wagenpfeil, S.5    Melchart, D.6
  • 3
    • 0030862072 scopus 로고    scopus 로고
    • Estimating causal effects from large data sets using propensity scores
    • Rubin D.B. Estimating causal effects from large data sets using propensity scores. Ann Intern Med 127 8 Pt 2 (1997) 757-763
    • (1997) Ann Intern Med , vol.127 , Issue.8 PART 2 , pp. 757-763
    • Rubin, D.B.1
  • 6
    • 1642443338 scopus 로고    scopus 로고
    • A definition of causal effect for epidemiological research
    • Hernan M.A. A definition of causal effect for epidemiological research. J Epidemiol Commun Health 58 (2004) 265-271
    • (2004) J Epidemiol Commun Health , vol.58 , pp. 265-271
    • Hernan, M.A.1
  • 7
    • 33745842238 scopus 로고    scopus 로고
    • Estimating causal effects from epidemiological data
    • Hernan M.A., and Robins J.M. Estimating causal effects from epidemiological data. J Epidemiol Commun Health 60 (2006) 578-586
    • (2006) J Epidemiol Commun Health , vol.60 , pp. 578-586
    • Hernan, M.A.1    Robins, J.M.2
  • 8
    • 0033839024 scopus 로고    scopus 로고
    • Marginal structural models to estimate the causal effect of Zidovudine on the survival of HIV-positive men
    • Hernan M.A., Brumback B., and Robins J.M. Marginal structural models to estimate the causal effect of Zidovudine on the survival of HIV-positive men. Epidemiology 11 (2000) 561-570
    • (2000) Epidemiology , vol.11 , pp. 561-570
    • Hernan, M.A.1    Brumback, B.2    Robins, J.M.3
  • 9
    • 1542784246 scopus 로고    scopus 로고
    • Marginal structural models to estimate the joint causal effect of nonrandomized treatments
    • Hernan M.A., Brumback B., and Robins J.M. Marginal structural models to estimate the joint causal effect of nonrandomized treatments. J Am Stat Assoc 96 (2001) 440-448
    • (2001) J Am Stat Assoc , vol.96 , pp. 440-448
    • Hernan, M.A.1    Brumback, B.2    Robins, J.M.3
  • 10
    • 0037198994 scopus 로고    scopus 로고
    • Estimating the causal effect of Zidovudine on CD4 count with a marginal structural model for repeated measures
    • Hernan M.A., Brumback B., and Robins J.M. Estimating the causal effect of Zidovudine on CD4 count with a marginal structural model for repeated measures. Stat Med 21 (2002) 1689-1709
    • (2002) Stat Med , vol.21 , pp. 1689-1709
    • Hernan, M.A.1    Brumback, B.2    Robins, J.M.3
  • 11
    • 0001415308 scopus 로고    scopus 로고
    • Association, causation, and marginal structural models
    • Robins J.M. Association, causation, and marginal structural models. Synthese 121 (1999) 151-179
    • (1999) Synthese , vol.121 , pp. 151-179
    • Robins, J.M.1
  • 12
    • 0033847784 scopus 로고    scopus 로고
    • Marginal structural models and causal inference in epidemiology
    • Robins J.M., Hernan M.A., and Brumback B. Marginal structural models and causal inference in epidemiology. Epidemiology 11 (2000) 550-560
    • (2000) Epidemiology , vol.11 , pp. 550-560
    • Robins, J.M.1    Hernan, M.A.2    Brumback, B.3
  • 13
    • 0141620176 scopus 로고    scopus 로고
    • Effect of highly active antiretroviral therapy on time to acquired immunodeficiency syndrome or death using marginal structural models
    • Cole S.R., Hernan M.A., Robins J.M., Anastos K., Chmiel J., Detels R., et al. Effect of highly active antiretroviral therapy on time to acquired immunodeficiency syndrome or death using marginal structural models. Am J Epidemiol 158 (2003) 687-694
    • (2003) Am J Epidemiol , vol.158 , pp. 687-694
    • Cole, S.R.1    Hernan, M.A.2    Robins, J.M.3    Anastos, K.4    Chmiel, J.5    Detels, R.6
  • 14
    • 23944458854 scopus 로고    scopus 로고
    • Marginal structural models for estimating the effect of highly active antiretroviral therapy initiation on CD4 cell count
    • Cole S.R., Hernan M.A., Margolick J.B., Cohen M.H., and Robins J.M. Marginal structural models for estimating the effect of highly active antiretroviral therapy initiation on CD4 cell count. Am J Epidemiol 162 (2005) 471-478
    • (2005) Am J Epidemiol , vol.162 , pp. 471-478
    • Cole, S.R.1    Hernan, M.A.2    Margolick, J.B.3    Cohen, M.H.4    Robins, J.M.5
  • 15
    • 8744315994 scopus 로고    scopus 로고
    • Model selection, confounder control, and marginal structural models: review and new applications
    • Joffe M.M., Ten Have T.R., Feldman H.I., and Kimmel S.E. Model selection, confounder control, and marginal structural models: review and new applications. Am Stat 58 (2004) 272-279
    • (2004) Am Stat , vol.58 , pp. 272-279
    • Joffe, M.M.1    Ten Have, T.R.2    Feldman, H.I.3    Kimmel, S.E.4
  • 16
    • 33751102906 scopus 로고    scopus 로고
    • Remission and relapse in the outpatient care of schizophrenia: three-year results from the Schizophrenia Outpatient Health Outcomes study
    • Haro J.M., Novick D., Suarez D., Alonso J., Lepine J.P., and Ratcliffe M. Remission and relapse in the outpatient care of schizophrenia: three-year results from the Schizophrenia Outpatient Health Outcomes study. J Clin Psychopharmacol 26 (2006) 571-578
    • (2006) J Clin Psychopharmacol , vol.26 , pp. 571-578
    • Haro, J.M.1    Novick, D.2    Suarez, D.3    Alonso, J.4    Lepine, J.P.5    Ratcliffe, M.6
  • 17
    • 0037372693 scopus 로고    scopus 로고
    • SOHO Study Group. The European Schizophrenia Outpatient Health Outcome (SOHO) Study: rationale, methods and recruitment
    • Haro J.M., Edgell E.T., Jones P.B., Alonso J., Gavart S., Gregor K.J., et al. SOHO Study Group. The European Schizophrenia Outpatient Health Outcome (SOHO) Study: rationale, methods and recruitment. Acta Psychiatrica Scand 107 (2003) 222-232
    • (2003) Acta Psychiatrica Scand , vol.107 , pp. 222-232
    • Haro, J.M.1    Edgell, E.T.2    Jones, P.B.3    Alonso, J.4    Gavart, S.5    Gregor, K.J.6
  • 20
    • 33846291042 scopus 로고    scopus 로고
    • Assessment of remission in schizophrenia with the CGI and CGI-SCH scales
    • [Letter]
    • Haro J.M., Ochoa S., Gervin M., Mavreas V., and Jones P. Assessment of remission in schizophrenia with the CGI and CGI-SCH scales. [Letter]. Acta Psychiatr Scand 115 (2007) 163-164
    • (2007) Acta Psychiatr Scand , vol.115 , pp. 163-164
    • Haro, J.M.1    Ochoa, S.2    Gervin, M.3    Mavreas, V.4    Jones, P.5
  • 21
    • 0022673130 scopus 로고
    • Longitudinal data analysis for discrete and continuous outcomes
    • Zeger S.L., and Liang K.Y. Longitudinal data analysis for discrete and continuous outcomes. Biometrics 42 (1986) 121-130
    • (1986) Biometrics , vol.42 , pp. 121-130
    • Zeger, S.L.1    Liang, K.Y.2
  • 22
    • 0141594923 scopus 로고    scopus 로고
    • Expert consensus guideline series. Optimizing pharmacologic treatment of psychotic disorders. Introduction: methods, commentary, and summary
    • Kane J.M., Leucht S., Carpenter D., and Docherty J.P. Expert consensus guideline series. Optimizing pharmacologic treatment of psychotic disorders. Introduction: methods, commentary, and summary. J Clin Psychiatry 64 Suppl 12 (2003) 5-19
    • (2003) J Clin Psychiatry , vol.64 , Issue.SUPPL. 12 , pp. 5-19
    • Kane, J.M.1    Leucht, S.2    Carpenter, D.3    Docherty, J.P.4
  • 23
    • 14844309335 scopus 로고    scopus 로고
    • SOHO advisory board. Effectiveness of antipsychotic treatment for schizophrenia: 6-month results of the Pan-European Schizophrenia Outpatient Health Outcomes (SOHO) study
    • Haro J.M., Edgell E.T., Novick D., Alonso J., Kennedy L., Jones P.B., et al. SOHO advisory board. Effectiveness of antipsychotic treatment for schizophrenia: 6-month results of the Pan-European Schizophrenia Outpatient Health Outcomes (SOHO) study. Acta Psychiatr Scand 111 (2005) 220-231
    • (2005) Acta Psychiatr Scand , vol.111 , pp. 220-231
    • Haro, J.M.1    Edgell, E.T.2    Novick, D.3    Alonso, J.4    Kennedy, L.5    Jones, P.B.6
  • 25
    • 33846558834 scopus 로고    scopus 로고
    • Three year antipsychotic effectiveness in the outpatient care of schizophrenia: observational versus randomized studies results
    • Haro J.M., Suarez D., Novick D., Brown J., Usall J., and Naber D. Three year antipsychotic effectiveness in the outpatient care of schizophrenia: observational versus randomized studies results. Eur Neuropsychopharmacol 17 (2007) 235-244
    • (2007) Eur Neuropsychopharmacol , vol.17 , pp. 235-244
    • Haro, J.M.1    Suarez, D.2    Novick, D.3    Brown, J.4    Usall, J.5    Naber, D.6
  • 26
    • 3543135271 scopus 로고    scopus 로고
    • Propensity score methods for bias reduction in the comparison of a treatment to a non-randomized control group
    • D'Agostino R.B. Propensity score methods for bias reduction in the comparison of a treatment to a non-randomized control group. Stat Med 17 (1998) 2265-2281
    • (1998) Stat Med , vol.17 , pp. 2265-2281
    • D'Agostino, R.B.1
  • 27
    • 77951622706 scopus 로고
    • The central role of the propensity score in observational studies for causal effects
    • Rosenbaum P.R., and Rubin D.B. The central role of the propensity score in observational studies for causal effects. Biometrika 70 (1983) 41-55
    • (1983) Biometrika , vol.70 , pp. 41-55
    • Rosenbaum, P.R.1    Rubin, D.B.2
  • 29
    • 85047698267 scopus 로고    scopus 로고
    • CATIE Investigators. Effectiveness of clozapine versus olanzapine, quetiapine, and risperidone in patients with chronic schizophrenia who did not respond to prior atypical antipsychotic treatment
    • McEvoy J.P., Lieberman J.A., Stroup T.S., Davis S.M., Meltzer H.Y., Rosenheck R.A., et al. CATIE Investigators. Effectiveness of clozapine versus olanzapine, quetiapine, and risperidone in patients with chronic schizophrenia who did not respond to prior atypical antipsychotic treatment. Am J Psychiatry 163 (2006) 600-610
    • (2006) Am J Psychiatry , vol.163 , pp. 600-610
    • McEvoy, J.P.1    Lieberman, J.A.2    Stroup, T.S.3    Davis, S.M.4    Meltzer, H.Y.5    Rosenheck, R.A.6
  • 30
    • 20044376675 scopus 로고    scopus 로고
    • Randomized double blind comparison of olanzapine vs. clozapine on subjective well-being and clinical outcome in patients with schizophrenia
    • Naber D., Riedel M., Klimke A., Vorbach E.U., Lambert M., Kuhn K.U., et al. Randomized double blind comparison of olanzapine vs. clozapine on subjective well-being and clinical outcome in patients with schizophrenia. Acta Psychiatr Scand 111 (2005) 106-115
    • (2005) Acta Psychiatr Scand , vol.111 , pp. 106-115
    • Naber, D.1    Riedel, M.2    Klimke, A.3    Vorbach, E.U.4    Lambert, M.5    Kuhn, K.U.6
  • 32
    • 33748555150 scopus 로고    scopus 로고
    • Bias arising from missing data in predictive models
    • Gorelick M.H. Bias arising from missing data in predictive models. J Clin Epidemiol 59 (2006) 1115-1123
    • (2006) J Clin Epidemiol , vol.59 , pp. 1115-1123
    • Gorelick, M.H.1


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