메뉴 건너뛰기




Volumn 33, Issue 5, 2012, Pages 869-880

Comparison of methods for estimating the intraclass correlation coefficient for binary responses in cancer prevention cluster randomized trials

Author keywords

Cancer screening; Cluster randomized trials; Correlated binary data; Intervention trials; Intraclass correlation coefficient

Indexed keywords

ANALYSIS OF VARIANCE; ARTICLE; CANCER PREVENTION; CANCER SCREENING; CLUSTER ANALYSIS; CONFIDENCE INTERVAL; CONTROLLED STUDY; CORRELATION COEFFICIENT; LOGISTIC REGRESSION ANALYSIS; OUTCOME ASSESSMENT; SAMPLE SIZE; SELF REPORT;

EID: 84864297644     PISSN: 15517144     EISSN: 15592030     Source Type: Journal    
DOI: 10.1016/j.cct.2012.05.004     Document Type: Article
Times cited : (182)

References (43)
  • 1
    • 68049123852 scopus 로고    scopus 로고
    • Chapman and Hall/CRC, R.J. Hayes, L.H. Moulton (Eds.)
    • Cluster randomized trials 2009, Chapman and Hall/CRC. R.J. Hayes, L.H. Moulton (Eds.).
    • (2009) Cluster randomized trials
  • 3
    • 77949295027 scopus 로고    scopus 로고
    • Integrating theory into community interventions to reduce liver cancer disparities: the Health Behavior Framework
    • Bastani R., Glenn B.A., Taylor V.M., Chen M.S., Nguyen T.T., Stewart S.L., et al. Integrating theory into community interventions to reduce liver cancer disparities: the Health Behavior Framework. Prev Med 2010, 50:63-67.
    • (2010) Prev Med , vol.50 , pp. 63-67
    • Bastani, R.1    Glenn, B.A.2    Taylor, V.M.3    Chen, M.S.4    Nguyen, T.T.5    Stewart, S.L.6
  • 5
    • 79957444411 scopus 로고    scopus 로고
    • Cluster randomized trials of cancer screening interventions: are appropriate statistical methods being used?
    • Crespi C.M., Maxwell A.E., Wu S. Cluster randomized trials of cancer screening interventions: are appropriate statistical methods being used?. Contemp Clin Trials 2011, 32:477-484.
    • (2011) Contemp Clin Trials , vol.32 , pp. 477-484
    • Crespi, C.M.1    Maxwell, A.E.2    Wu, S.3
  • 7
    • 0344097409 scopus 로고    scopus 로고
    • Estimating intraclass correlation for binary data
    • Ridout M.S., Demetrio C.G., Firth D. Estimating intraclass correlation for binary data. Biometrics 1999, 55:137-148.
    • (1999) Biometrics , vol.55 , pp. 137-148
    • Ridout, M.S.1    Demetrio, C.G.2    Firth, D.3
  • 8
    • 4444309927 scopus 로고    scopus 로고
    • Confidence interval estimation of the intraclass correlation coefficient for binary outcome data
    • Zou G., Donner A. Confidence interval estimation of the intraclass correlation coefficient for binary outcome data. Biometrics 2004, 60:807-811.
    • (2004) Biometrics , vol.60 , pp. 807-811
    • Zou, G.1    Donner, A.2
  • 9
    • 33646266730 scopus 로고    scopus 로고
    • Constructing intervals for the intracluster correlation coefficient using Bayesian modelling, and application in cluster randomized trials
    • Turner R.M., Omar R.Z., Thompson S.G. Constructing intervals for the intracluster correlation coefficient using Bayesian modelling, and application in cluster randomized trials. Stat Med 2006, 25:1443-1456.
    • (2006) Stat Med , vol.25 , pp. 1443-1456
    • Turner, R.M.1    Omar, R.Z.2    Thompson, S.G.3
  • 10
    • 57549109489 scopus 로고    scopus 로고
    • A simulation based technique to estimate intracluster correlation for a binary variable
    • Chakraborty H., Moore J., Carlo W.A., Hartwell T.D., Wright L.L. A simulation based technique to estimate intracluster correlation for a binary variable. Contemp Clin Trials 2009, 30:71-80.
    • (2009) Contemp Clin Trials , vol.30 , pp. 71-80
    • Chakraborty, H.1    Moore, J.2    Carlo, W.A.3    Hartwell, T.D.4    Wright, L.L.5
  • 11
    • 0035976592 scopus 로고    scopus 로고
    • A comparison of generalized linear mixed model procedures with estimating equations for variance and covariance parameter estimation in longitudinal studies and group randomized trials
    • Evans B.A., Feng Z., Peterson A.V. A comparison of generalized linear mixed model procedures with estimating equations for variance and covariance parameter estimation in longitudinal studies and group randomized trials. Stat Med 2001, 20:3353-3373.
    • (2001) Stat Med , vol.20 , pp. 3353-3373
    • Evans, B.A.1    Feng, Z.2    Peterson, A.V.3
  • 12
    • 0035865954 scopus 로고    scopus 로고
    • Bayesian methods of analysis for cluster randomized trials with binary outcome data
    • Turner R.M., Omar R.Z., Thompson S.G. Bayesian methods of analysis for cluster randomized trials with binary outcome data. Stat Med 2001, 20:453-472.
    • (2001) Stat Med , vol.20 , pp. 453-472
    • Turner, R.M.1    Omar, R.Z.2    Thompson, S.G.3
  • 13
    • 77449131310 scopus 로고    scopus 로고
    • The intra-cluster correlation coefficient in cluster randomized trials: a review of definitions
    • Eldridge S.M., Ukoumunne O.C., Carlin J.B. The intra-cluster correlation coefficient in cluster randomized trials: a review of definitions. Int Stat Rev 2009, 77:378-394.
    • (2009) Int Stat Rev , vol.77 , pp. 378-394
    • Eldridge, S.M.1    Ukoumunne, O.C.2    Carlin, J.B.3
  • 14
    • 0035001797 scopus 로고    scopus 로고
    • Inference procedures for assessing interobserver agreement among multiple raters
    • Altaye M., Donner A., Klar N. Inference procedures for assessing interobserver agreement among multiple raters. Biometrics 2001, 57:584-588.
    • (2001) Biometrics , vol.57 , pp. 584-588
    • Altaye, M.1    Donner, A.2    Klar, N.3
  • 15
    • 0036189661 scopus 로고    scopus 로고
    • Interval estimation for a difference between intraclass kappa statistics
    • Donner A., Zou G. Interval estimation for a difference between intraclass kappa statistics. Biometrics 2002, 58:209-215.
    • (2002) Biometrics , vol.58 , pp. 209-215
    • Donner, A.1    Zou, G.2
  • 16
    • 0026794310 scopus 로고
    • A goodness-of-fit approach to inference procedures for the kappa statistic: confidence interval construction, significance-testing and sample size estimation
    • Donner A., Eliasziw M. A goodness-of-fit approach to inference procedures for the kappa statistic: confidence interval construction, significance-testing and sample size estimation. Stat Med 1992, 11:1511-1519.
    • (1992) Stat Med , vol.11 , pp. 1511-1519
    • Donner, A.1    Eliasziw, M.2
  • 17
    • 0026010582 scopus 로고
    • Estimating equations for parameters in means and covariances of multivariate discrete and continuous responses
    • Prentice R.L., Zhao L.P. Estimating equations for parameters in means and covariances of multivariate discrete and continuous responses. Biometrics 1991, 47:825-839.
    • (1991) Biometrics , vol.47 , pp. 825-839
    • Prentice, R.L.1    Zhao, L.P.2
  • 18
    • 0024266392 scopus 로고
    • Correlated binary regression with covariates specific to each binary observation
    • Prentice R.L. Correlated binary regression with covariates specific to each binary observation. Biometrics 1988, 44:1033-1048.
    • (1988) Biometrics , vol.44 , pp. 1033-1048
    • Prentice, R.L.1
  • 19
    • 1542506097 scopus 로고    scopus 로고
    • Estimating equations for association structures
    • (discussion 75-7,79-80)
    • Yan J., Fine J. Estimating equations for association structures. Stat Med 2004, 23:859-874. (discussion 75-7,79-80).
    • (2004) Stat Med , vol.23 , pp. 859-874
    • Yan, J.1    Fine, J.2
  • 23
    • 42149122653 scopus 로고    scopus 로고
    • Validation of self-reported colorectal cancer (CRC) screening in a study of ethnically diverse first-degree relatives of CRC cases
    • Bastani R., Glenn B.A., Maxwell A.E., Ganz P.A., Mojica C.M., Chang L.C. Validation of self-reported colorectal cancer (CRC) screening in a study of ethnically diverse first-degree relatives of CRC cases. Cancer Epidemiol Biomarkers Prev 2008, 17:791-798.
    • (2008) Cancer Epidemiol Biomarkers Prev , vol.17 , pp. 791-798
    • Bastani, R.1    Glenn, B.A.2    Maxwell, A.E.3    Ganz, P.A.4    Mojica, C.M.5    Chang, L.C.6
  • 24
    • 79960490376 scopus 로고    scopus 로고
    • Changes in risk perceptions in relation to self-reported colorectal cancer screening among first-degree relatives of colorectal cancer cases enrolled in a randomized trial
    • Glenn B.A., Herrmann A.K., Crespi C.M., Mojica C.M., Chang L.C., Maxwell A.E., et al. Changes in risk perceptions in relation to self-reported colorectal cancer screening among first-degree relatives of colorectal cancer cases enrolled in a randomized trial. Health Psychol 2011, 30:481-491.
    • (2011) Health Psychol , vol.30 , pp. 481-491
    • Glenn, B.A.1    Herrmann, A.K.2    Crespi, C.M.3    Mojica, C.M.4    Chang, L.C.5    Maxwell, A.E.6
  • 25
    • 78751704509 scopus 로고    scopus 로고
    • Behavioral mediators of colorectal cancer screening in a randomized controlled intervention trial
    • Maxwell A.E., Bastani R., Crespi C.M., Danao L.L., Cayetano R.T. Behavioral mediators of colorectal cancer screening in a randomized controlled intervention trial. Prev Med 2011, 52:167-173.
    • (2011) Prev Med , vol.52 , pp. 167-173
    • Maxwell, A.E.1    Bastani, R.2    Crespi, C.M.3    Danao, L.L.4    Cayetano, R.T.5
  • 26
    • 77958177225 scopus 로고    scopus 로고
    • Results of a community-based randomized trial to increase colorectal cancer screening among Filipino Americans
    • Maxwell A.E., Bastani R., Danao L.L., Antonio C., Garcia G.M., Crespi C.M. Results of a community-based randomized trial to increase colorectal cancer screening among Filipino Americans. Am J Public Health 2010, 100:2228-2234.
    • (2010) Am J Public Health , vol.100 , pp. 2228-2234
    • Maxwell, A.E.1    Bastani, R.2    Danao, L.L.3    Antonio, C.4    Garcia, G.M.5    Crespi, C.M.6
  • 27
    • 80052310453 scopus 로고    scopus 로고
    • Alternative approaches to assessing intervention effectiveness in randomized trials: application in a colorectal cancer screening study
    • Maxwell A.E., Crespi C.M., Danao L.L., Antonio C., Garcia G.M., Bastani R. Alternative approaches to assessing intervention effectiveness in randomized trials: application in a colorectal cancer screening study. Cancer Causes Control 2011, 22:1233-1241.
    • (2011) Cancer Causes Control , vol.22 , pp. 1233-1241
    • Maxwell, A.E.1    Crespi, C.M.2    Danao, L.L.3    Antonio, C.4    Garcia, G.M.5    Bastani, R.6
  • 28
    • 48749124966 scopus 로고    scopus 로고
    • Individually randomized group treatment trials: a critical appraisal of frequently used design and analytic approaches
    • Pals S.L., Murray D.M., Alfano C.M., Shadish W.R., Hannan P.J., Baker W.L. Individually randomized group treatment trials: a critical appraisal of frequently used design and analytic approaches. Am J Public Health 2008, 98:1418-1424.
    • (2008) Am J Public Health , vol.98 , pp. 1418-1424
    • Pals, S.L.1    Murray, D.M.2    Alfano, C.M.3    Shadish, W.R.4    Hannan, P.J.5    Baker, W.L.6
  • 30
    • 29844444766 scopus 로고    scopus 로고
    • The R package geepack for generalized estimating equations
    • Halekoh U., Hojsgaard S., Yan J. The R package geepack for generalized estimating equations. J Stat Softw 2006, 15:1-11.
    • (2006) J Stat Softw , vol.15 , pp. 1-11
    • Halekoh, U.1    Hojsgaard, S.2    Yan, J.3
  • 31
    • 84952511998 scopus 로고
    • A method for generating high-dimensional multivariate binary variates
    • Emrich L.J., Piedmonte M.R. A method for generating high-dimensional multivariate binary variates. Am Stat 1991, 45:302-304.
    • (1991) Am Stat , vol.45 , pp. 302-304
    • Emrich, L.J.1    Piedmonte, M.R.2
  • 32
    • 18344369714 scopus 로고    scopus 로고
    • Prior distributions for the intracluster correlation coefficient, based on multiple previous estimates, and their application in cluster randomized trials
    • Turner R.M., Thompson S.G., Spiegelhalter D.J. Prior distributions for the intracluster correlation coefficient, based on multiple previous estimates, and their application in cluster randomized trials. Clin Trials 2005, 2:108-118.
    • (2005) Clin Trials , vol.2 , pp. 108-118
    • Turner, R.M.1    Thompson, S.G.2    Spiegelhalter, D.J.3
  • 33
    • 77954742116 scopus 로고    scopus 로고
    • Intraclass correlation estimates for cancer screening outcomes: estimates and applications in the design of group-randomized cancer screening studies
    • Hade E.M., Murray D.M., Pennell M.L., Rhoda D., Paskett E.D., Champion V.L., et al. Intraclass correlation estimates for cancer screening outcomes: estimates and applications in the design of group-randomized cancer screening studies. J Natl Cancer Inst Monogr 2010, 2010:97-103.
    • (2010) J Natl Cancer Inst Monogr , vol.2010 , pp. 97-103
    • Hade, E.M.1    Murray, D.M.2    Pennell, M.L.3    Rhoda, D.4    Paskett, E.D.5    Champion, V.L.6
  • 34
    • 83455169067 scopus 로고    scopus 로고
    • A new dependence parameter approach to improve the design of cluster randomized trials with binary outcomes
    • Crespi C.M., Wong W.K., Wu S. A new dependence parameter approach to improve the design of cluster randomized trials with binary outcomes. Clin Trials 2011, 8:687-698.
    • (2011) Clin Trials , vol.8 , pp. 687-698
    • Crespi, C.M.1    Wong, W.K.2    Wu, S.3
  • 35
    • 69949092151 scopus 로고    scopus 로고
    • Measures of between-cluster variability in cluster randomized trials with binary outcomes
    • Thomson A., Hayes R., Cousens S. Measures of between-cluster variability in cluster randomized trials with binary outcomes. Stat Med 2009, 28:1739-1751.
    • (2009) Stat Med , vol.28 , pp. 1739-1751
    • Thomson, A.1    Hayes, R.2    Cousens, S.3
  • 36
    • 18344381003 scopus 로고    scopus 로고
    • Design and analysis of clinical trials with clustering effects due to treatment
    • Roberts C., Roberts S.A. Design and analysis of clinical trials with clustering effects due to treatment. Clin Trials 2005, 2:152-162.
    • (2005) Clin Trials , vol.2 , pp. 152-162
    • Roberts, C.1    Roberts, S.A.2
  • 37
    • 64549086786 scopus 로고    scopus 로고
    • Using second-order generalized estimating equations to model heterogeneous intraclass correlation in cluster-randomized trials
    • Crespi C.M., Wong W.K., Mishra S.I. Using second-order generalized estimating equations to model heterogeneous intraclass correlation in cluster-randomized trials. Stat Med 2009, 28:814-827.
    • (2009) Stat Med , vol.28 , pp. 814-827
    • Crespi, C.M.1    Wong, W.K.2    Mishra, S.I.3
  • 38
    • 0000429149 scopus 로고
    • Modeling multivariate binary data with alternating logistic regressions
    • Carey V., Zeger S.L., Diggle P. Modeling multivariate binary data with alternating logistic regressions. Biometrika 1993, 80:517-526.
    • (1993) Biometrika , vol.80 , pp. 517-526
    • Carey, V.1    Zeger, S.L.2    Diggle, P.3
  • 39
    • 0034668135 scopus 로고    scopus 로고
    • Analysis of a cluster randomized trial with binary outcome data using a multi-level model
    • Omar R.Z., Thompson S.G. Analysis of a cluster randomized trial with binary outcome data using a multi-level model. Stat Med 2000, 19:2675-2688.
    • (2000) Stat Med , vol.19 , pp. 2675-2688
    • Omar, R.Z.1    Thompson, S.G.2
  • 40
    • 0035099161 scopus 로고    scopus 로고
    • A covariance estimator for GEE with improved small-sample properties
    • Mancl L.A., DeRouen T.A. A covariance estimator for GEE with improved small-sample properties. Biometrics 2001, 57:126-134.
    • (2001) Biometrics , vol.57 , pp. 126-134
    • Mancl, L.A.1    DeRouen, T.A.2
  • 42
    • 0034653340 scopus 로고    scopus 로고
    • GEE analysis of negatively correlated binary responses: a caution
    • Hanley J.A., Negassa A., Edwardes M.D. GEE analysis of negatively correlated binary responses: a caution. Stat Med 2000, 19:715-722.
    • (2000) Stat Med , vol.19 , pp. 715-722
    • Hanley, J.A.1    Negassa, A.2    Edwardes, M.D.3
  • 43
    • 43949159608 scopus 로고
    • Cluster randomization trials in epidemiology-theory and application
    • Donner A., Klar N. Cluster randomization trials in epidemiology-theory and application. J Stat Plan Inference 1994, 42:37-56.
    • (1994) J Stat Plan Inference , vol.42 , pp. 37-56
    • Donner, A.1    Klar, N.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.