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Volumn 31, Issue 29, 2012, Pages 3840-3857

Assessing the consistency assumption by exploring treatment by covariate interactions in mixed treatment comparison meta-analysis: Individual patient-level covariates versus aggregate trial-level covariates

Author keywords

Consistency; Individual patient data; Mixed treatment comparison; Multiple treatments meta analysis; Network meta analysis; Similarity

Indexed keywords

AMODIAQUINE PLUS ARTESUNATE; ARTEMETHER PLUS BENFLUMETOL; ARTESUNATE PLUS CHLORPROGUANIL PLUS DAPSONE; DIHYDROARTEMISININ PLUS PIPERAQUINE;

EID: 84870064743     PISSN: 02776715     EISSN: 10970258     Source Type: Journal    
DOI: 10.1002/sim.5470     Document Type: Article
Times cited : (42)

References (39)
  • 1
    • 0030793120 scopus 로고    scopus 로고
    • The results of direct and indirect treatment comparisons in meta-analysis of randomized controlled trials
    • DOI: 10.1016/S0895-4356(97)00049-8.
    • Bucher H, Guyatt G, Griffith L, Walter S. The results of direct and indirect treatment comparisons in meta-analysis of randomized controlled trials. Journal of Clinical Epidemiology 1997; 50(6):683-691, DOI: 10.1016/S0895-4356(97)00049-8.
    • (1997) Journal of Clinical Epidemiology , vol.50 , Issue.6 , pp. 683-691
    • Bucher, H.1    Guyatt, G.2    Griffith, L.3    Walter, S.4
  • 3
    • 33745663057 scopus 로고    scopus 로고
    • Assessing evidence inconsistency in mixed treatment comparisons
    • DOI: 10.1198/016214505000001302.
    • Lu G, Ades A. Assessing evidence inconsistency in mixed treatment comparisons. Journal of the American Statistical Association 2006; 101(474):447-459. DOI: 10.1198/016214505000001302.
    • (2006) Journal of the American Statistical Association , vol.101 , Issue.474 , pp. 447-459
    • Lu, G.1    Ades, A.2
  • 4
    • 5044221416 scopus 로고    scopus 로고
    • Combination of direct and indirect evidence in mixed treatment comparisons
    • DOI: 10.1002/sim.1875.
    • Lu G, Ades A. Combination of direct and indirect evidence in mixed treatment comparisons. Statistics in Medicine 2004; 23(20):3105-3124. DOI: 10.1002/sim.1875.
    • (2004) Statistics in Medicine , vol.23 , Issue.20 , pp. 3105-3124
    • Lu, G.1    Ades, A.2
  • 5
    • 0037199837 scopus 로고    scopus 로고
    • Network meta-analysis for indirect treatment comparisons
    • DOI: 10.1002/sim.1201.
    • Lumley T. Network meta-analysis for indirect treatment comparisons. Statistics in Medicine 2002; 21(16):2313-2324. DOI: 10.1002/sim.1201.
    • (2002) Statistics in Medicine , vol.21 , Issue.16 , pp. 2313-2324
    • Lumley, T.1
  • 7
    • 0030463880 scopus 로고    scopus 로고
    • Borrowing strength from external trials in a meta-analysis
    • DOI: 10.1002/(SICI)1097-0258(19961230)15:24<2733::AID-SIM562>3.0.CO;2-0.
    • Higgins J, Whitehead A. Borrowing strength from external trials in a meta-analysis. Statistics in Medicine 1996; 15(24):2733-2749. DOI: 10.1002/(SICI)1097-0258(19961230)15:24<2733::AID-SIM562>3.0.CO;2-0.
    • (1996) Statistics in Medicine , vol.15 , Issue.24 , pp. 2733-2749
    • Higgins, J.1    Whitehead, A.2
  • 8
    • 67649303082 scopus 로고    scopus 로고
    • A case study of multiple-treatments meta-analysis demonstrates that covariates should be considered
    • DOI: 10.1016/j.jclinepi.2008.10.001.
    • Salanti G, Marinho V, Higgins JPT.A case study of multiple-treatments meta-analysis demonstrates that covariates should be considered. Journal of Clinical Epidemiology 2009; 62(8):857-864. DOI: 10.1016/j.jclinepi.2008.10.001.
    • (2009) Journal of Clinical Epidemiology , vol.62 , Issue.8 , pp. 857-864
    • Salanti, G.1    Marinho, V.2    Higgins, J.P.T.3
  • 9
    • 0033824831 scopus 로고    scopus 로고
    • Indirect comparison in evaluating relative efficacy illustrated by antimicrobial prophylaxis in colorectal surgery
    • DOI: 10.1016/S0197-2456(00)00055-6.
    • Song F, Glenny AM, Altman DG. Indirect comparison in evaluating relative efficacy illustrated by antimicrobial prophylaxis in colorectal surgery. Controlled Clinical Trials 2000; 21(5):488-497. DOI: 10.1016/S0197-2456(00)00055-6.
    • (2000) Controlled Clinical Trials , vol.21 , Issue.5 , pp. 488-497
    • Song, F.1    Glenny, A.M.2    Altman, D.G.3
  • 10
    • 0037374008 scopus 로고    scopus 로고
    • Validity of indirect comparison for estimating efficacy of competing interventions: empirical evidence from published meta-analyses
    • DOI: 10.1136/bmj.326.7387.472.
    • Song F, Altman DG, Glenny A-M, Deeks JJ. Validity of indirect comparison for estimating efficacy of competing interventions: empirical evidence from published meta-analyses. British Medical Journal 2003; 326(7387):472. DOI: 10.1136/bmj.326.7387.472.
    • (2003) British Medical Journal , vol.326 , Issue.7387 , pp. 472
    • Song, F.1    Altman, D.G.2    Glenny, A.-M.3    Deeks, J.J.4
  • 11
    • 77949420042 scopus 로고    scopus 로고
    • Checking consistency in mixed treatment comparison meta-analysis
    • DOI: 10.1002/sim.3767.
    • Dias S, Welton NJ, Caldwell DM, Ades AE. Checking consistency in mixed treatment comparison meta-analysis. Statistics in Medicine 2010; 29(7-8):932-944. DOI: 10.1002/sim.3767.
    • (2010) Statistics in Medicine , vol.29 , Issue.7-8 , pp. 932-944
    • Dias, S.1    Welton, N.J.2    Caldwell, D.M.3    Ades, A.E.4
  • 12
    • 69949092149 scopus 로고    scopus 로고
    • Addressing between-study heterogeneity and inconsistency in mixed treatment comparisons: Application to stroke prevention treatments in individuals with non-rheumatic atrial fibrillation
    • DOI: 10.1002/sim.3594.
    • Cooper N, Sutton A, Morris D, Ades A, Welton N. Addressing between-study heterogeneity and inconsistency in mixed treatment comparisons: Application to stroke prevention treatments in individuals with non-rheumatic atrial fibrillation. Statistics in Medicine 2009; 28(14):1861-1881. DOI: 10.1002/sim.3594.
    • (2009) Statistics in Medicine , vol.28 , Issue.14 , pp. 1861-1881
    • Cooper, N.1    Sutton, A.2    Morris, D.3    Ades, A.4    Welton, N.5
  • 13
    • 38149006995 scopus 로고    scopus 로고
    • Multiple treatment comparisons in epilepsy monotherapy trials
    • DOI: 10.1186/1745-6215-8-34.
    • Tudur Smith C, Marson A, Chadwick D, Williamson P. Multiple treatment comparisons in epilepsy monotherapy trials. Trials 2007; 8:34. DOI: 10.1186/1745-6215-8-34.
    • (2007) Trials , vol.8 , pp. 34
    • Tudur Smith, C.1    Marson, A.2    Chadwick, D.3    Williamson, P.4
  • 14
    • 33847751838 scopus 로고    scopus 로고
    • Using mixed treatment comparisons and meta-regression to perform indirect comparisons to estimate the efficacy of biologic treatments in rheumatoid arthritis
    • DOI: 10.1002/sim.2624.
    • Nixon RM, Bansback N, Brennan A. Using mixed treatment comparisons and meta-regression to perform indirect comparisons to estimate the efficacy of biologic treatments in rheumatoid arthritis. Statistics in Medicine 2007; 26(6):1237-1254. DOI: 10.1002/sim.2624.
    • (2007) Statistics in Medicine , vol.26 , Issue.6 , pp. 1237-1254
    • Nixon, R.M.1    Bansback, N.2    Brennan, A.3
  • 15
  • 16
    • 0036139582 scopus 로고    scopus 로고
    • A comparison of summary patient-level covariates in meta-regression with individual patient data meta-analysis
    • DOI: 10.1016/S0895-4356(01)00414-0.
    • Lambert PC, Sutton AJ, Abrams KR, Jones DR.A comparison of summary patient-level covariates in meta-regression with individual patient data meta-analysis. Journal of Clinical Epidemiology 2002; 55(1):86-94. DOI: 10.1016/S0895-4356(01)00414-0.
    • (2002) Journal of Clinical Epidemiology , vol.55 , Issue.1 , pp. 86-94
    • Lambert, P.C.1    Sutton, A.J.2    Abrams, K.R.3    Jones, D.R.4
  • 17
    • 34250620135 scopus 로고    scopus 로고
    • Covariate heterogeneity in meta-analysis: Criteria for deciding between meta-regression and individual patient data
    • DOI: 10.1002/sim.2768.
    • Simmonds MC, Higgins JPT. Covariate heterogeneity in meta-analysis: Criteria for deciding between meta-regression and individual patient data. Statistics in Medicine 2007; 26(15):2982-2999. DOI: 10.1002/sim.2768.
    • (2007) Statistics in Medicine , vol.26 , Issue.15 , pp. 2982-2999
    • Simmonds, M.C.1    Higgins, J.P.T.2
  • 18
    • 0037083255 scopus 로고    scopus 로고
    • Individual patient- versus group-level data meta-regressions for the investigation of treatment effect modifiers: ecological bias rears its ugly head
    • DOI: 10.1002/sim.1023.
    • Berlin JA, Santanna J, Schmid CH, Szczech LA, Feldman HI. Individual patient- versus group-level data meta-regressions for the investigation of treatment effect modifiers: ecological bias rears its ugly head. Statistics in Medicine 2002; 21(3):371-387. DOI: 10.1002/sim.1023.
    • (2002) Statistics in Medicine , vol.21 , Issue.3 , pp. 371-387
    • Berlin, J.A.1    Santanna, J.2    Schmid, C.H.3    Szczech, L.A.4    Feldman, H.I.5
  • 19
    • 25444433144 scopus 로고    scopus 로고
    • An overview of methods and empirical comparison of aggregate data and individual patient data results for investigating heterogeneity in meta-analysis of time-to-event outcomes
    • DOI: 10.1111/j.1365-2753.2005.00559.x.
    • Tudur Smith C, Williamson PR, Marson AG. An overview of methods and empirical comparison of aggregate data and individual patient data results for investigating heterogeneity in meta-analysis of time-to-event outcomes. Journal of Evaluation in Clinical Practice 2005; 11(5):468-478. DOI: 10.1111/j.1365-2753.2005.00559.x.
    • (2005) Journal of Evaluation in Clinical Practice , vol.11 , Issue.5 , pp. 468-478
    • Tudur Smith, C.1    Williamson, P.R.2    Marson, A.G.3
  • 20
    • 4444333174 scopus 로고    scopus 로고
    • Meta-regression detected associations between heterogeneous treatment effects and study-level, but not patient-level, factors
    • DOI: 10.1016/j.jclinepi.2003.12.001.
    • Schmid CH, Stark PC, Berlin JA, Landais P, Lau J. Meta-regression detected associations between heterogeneous treatment effects and study-level, but not patient-level, factors. Journal of Clinical Epidemiology 2004; 57(7):683-697. DOI: 10.1016/j.jclinepi.2003.12.001.
    • (2004) Journal of Clinical Epidemiology , vol.57 , Issue.7 , pp. 683-697
    • Schmid, C.H.1    Stark, P.C.2    Berlin, J.A.3    Landais, P.4    Lau, J.5
  • 21
    • 84871104862 scopus 로고    scopus 로고
    • NICE DSU Technical Support Document 2: A Generalised Linear Modelling Framework for Pairwise and Network Meta-Analysis of Randomised Controlled Trials, Available from: Accessed: 9 June 2011.
    • Dias S, Welton NJ, Sutton AJ, Ades AE. NICE DSU Technical Support Document 2: A Generalised Linear Modelling Framework for Pairwise and Network Meta-Analysis of Randomised Controlled Trials, 2011. Available from: http://www.nicedsu.org.uk. Accessed: 9 June 2011.
    • (2011)
    • Dias, S.1    Welton, N.J.2    Sutton, A.J.3    Ades, A.E.4
  • 23
    • 43049159457 scopus 로고    scopus 로고
    • Meta-analysis of continuous outcomes combining individual patient data and aggregate data
    • DOI: 10.1002/sim.3165.
    • Riley RD, Lambert PC, Staessen JA, Wang J, Gueyffier F, Thijs L, Boutitie F. Meta-analysis of continuous outcomes combining individual patient data and aggregate data. Statistics in Medicine 2008; 27(11):1870-1893. DOI: 10.1002/sim.3165.
    • (2008) Statistics in Medicine , vol.27 , Issue.11 , pp. 1870-1893
    • Riley, R.D.1    Lambert, P.C.2    Staessen, J.A.3    Wang, J.4    Gueyffier, F.5    Thijs, L.6    Boutitie, F.7
  • 24
    • 78149266539 scopus 로고    scopus 로고
    • Meta-analysis of a binary outcome using individual participant data and aggregate data
    • DOI: 10.1002/jrsm.4.
    • Riley RD, Steyerberg EW. Meta-analysis of a binary outcome using individual participant data and aggregate data. Research Synthesis Methods 2010; 1(1):2-19. DOI: 10.1002/jrsm.4.
    • (2010) Research Synthesis Methods , vol.1 , Issue.1 , pp. 2-19
    • Riley, R.D.1    Steyerberg, E.W.2
  • 25
    • 74349083543 scopus 로고    scopus 로고
    • Modeling between-trial variance structure in mixed treatment comparisons
    • DOI: 10.1093/biostatistics/kxp032.
    • Lu G, Ades A. Modeling between-trial variance structure in mixed treatment comparisons. Biostatistics 2009; 10(4):792-805. DOI: 10.1093/biostatistics/kxp032.
    • (2009) Biostatistics , vol.10 , Issue.4 , pp. 792-805
    • Lu, G.1    Ades, A.2
  • 27
    • 77953235448 scopus 로고    scopus 로고
    • Network meta-analysis on the log-hazard scale, combining count and hazard ratio statistics accounting for multi-arm trials: A tutorial
    • DOI: 10.1186/1471-2288-10-54.
    • Woods B, Hawkins N, Scott D. Network meta-analysis on the log-hazard scale, combining count and hazard ratio statistics accounting for multi-arm trials: A tutorial. BMC Medical Research Methodology 2010; 10: 54. DOI: 10.1186/1471-2288-10-54.
    • (2010) BMC Medical Research Methodology , vol.10 , pp. 54
    • Woods, B.1    Hawkins, N.2    Scott, D.3
  • 28
    • 77952844629 scopus 로고    scopus 로고
    • Controlling ecological bias in evidence synthesis of trials reporting on collapsed and overlapping covariate categories
    • DOI: 10.1002/sim.3869.
    • Govan L, Ades AE, Weir CJ, Welton NJ, Langhorne P. Controlling ecological bias in evidence synthesis of trials reporting on collapsed and overlapping covariate categories. Statistics in Medicine 2010; 29(12):1340-1356. DOI: 10.1002/sim.3869.
    • (2010) Statistics in Medicine , vol.29 , Issue.12 , pp. 1340-1356
    • Govan, L.1    Ades, A.E.2    Weir, C.J.3    Welton, N.J.4    Langhorne, P.5
  • 29
  • 31
    • 79955660223 scopus 로고    scopus 로고
    • Network meta-analysis of survival data with fractional polynomials
    • DOI: 10.1186/1471-2288-11-61.
    • Jansen J. Network meta-analysis of survival data with fractional polynomials. BMC Medical Research Methodology 2011; 11(1):61. DOI: 10.1186/1471-2288-11-61.
    • (2011) BMC Medical Research Methodology , vol.11 , Issue.1 , pp. 61
    • Jansen, J.1
  • 32
    • 84871167161 scopus 로고    scopus 로고
    • NICE DSU Technical Support Document 4: Inconsistency in Networks of Evidence Based on Randomised Controlled Trials, Available from: Accessed: 9 June 2011.
    • Dias S, Welton NJ, Sutton AJ, Caldwell DM, Guobing L, Ades AE. NICE DSU Technical Support Document 4: Inconsistency in Networks of Evidence Based on Randomised Controlled Trials, 2011. Available from: http://www.nicedsu.org.uk. Accessed: 9 June 2011.
    • (2011)
    • Dias, S.1    Welton, N.J.2    Sutton, A.J.3    Caldwell, D.M.4    Guobing, L.5    Ades, A.E.6
  • 33
    • 82555195187 scopus 로고    scopus 로고
    • A head-to-head comparison of four artemisinin-based combinations for treating uncomplicated malaria in african children: a randomized trial
    • The Four Artemisinin-Based Combinations Study Group.DOI: 10.1371/journal.pmed.1001119.
    • The Four Artemisinin-Based Combinations Study Group. A head-to-head comparison of four artemisinin-based combinations for treating uncomplicated malaria in african children: a randomized trial. PLoS Medicine 2011; 8(11):e1001119. DOI: 10.1371/journal.pmed.1001119.
    • (2011) PLoS Medicine , vol.8 , Issue.11
  • 36
    • 60649121877 scopus 로고    scopus 로고
    • Identifying outliers in Bayesian hierarchical models: a simulation-based approach
    • DOI: 10.1214/07-BA218.
    • Marshall E, Spiegelhalter D. Identifying outliers in Bayesian hierarchical models: a simulation-based approach. Bayesian Analysis 2007; 2(2):409-444. DOI: 10.1214/07-BA218.
    • (2007) Bayesian Analysis , vol.2 , Issue.2 , pp. 409-444
    • Marshall, E.1    Spiegelhalter, D.2
  • 38
    • 0031196782 scopus 로고    scopus 로고
    • Meta-analyses using individual patient data
    • DOI: 10.1046/j.1365-2753.1997.00005.x.
    • Clarke MJ, Stewart LA. Meta-analyses using individual patient data. Journal of Evaluation in Clinical Practice 1997; 3(3):207-212. DOI: 10.1046/j.1365-2753.1997.00005.x.
    • (1997) Journal of Evaluation in Clinical Practice , vol.3 , Issue.3 , pp. 207-212
    • Clarke, M.J.1    Stewart, L.A.2
  • 39
    • 77749306261 scopus 로고    scopus 로고
    • Meta-analysis of individual participant data: rationale, conduct, and reporting
    • DOI: 10.1136/bmj.c221.
    • Riley RD, Lambert PC, Abo-Zaid G. Meta-analysis of individual participant data: rationale, conduct, and reporting. British Medical Journal 2010; 340:c221. DOI: 10.1136/bmj.c221.
    • (2010) British Medical Journal , vol.340
    • Riley, R.D.1    Lambert, P.C.2    Abo-Zaid, G.3


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