135
Views
2
CrossRef citations to date
0
Altmetric
Original Articles

Statistical methods for continuous outcomes in partially clustered designs

&
Pages 3915-3933 | Received 12 Sep 2014, Accepted 15 Jul 2015, Published online: 04 May 2016

References

  • Baldwin, S.A., Murray, D.M., Shadish, W.R. (2005). Empirically Supported Treatments or Type I Errors? Problems with the Analysis of Data from Group-Administered Treatments. Journal of Consulting and Clinical Psychology 73(5):924–935.
  • Box, G.E. (1954). Some theorems on quadratic forms applied to the study of analysis of variance problems. I. Effect of inequality of variance in the one way classification. Ann. Math. Stat. 25:290–302.
  • Donner, A., Klar, N. (2000). Design and Analysis of Cluster Randomization Trials in Health Research. New York, NY, USA: John Wiley & Sons, Ltd.
  • Esserman, D., Zhao, Y., Tan, Y., Cai, J. (2013). Sample size estimation in educational intervention trials with subgroup heterogeneity in only one arm. Stat. Med. 32:2140–2154.
  • Hoover, D.R. (2002). Clinical trials of behavioural interventions with heterogeneous teaching subgroup effects. Stat. Med. 21:1351–1364.
  • Kerry, S.M., Bland, J.M. (2001). Unequal cluster sizes for trials in English and Welsh general practice: Implications for sample size calculation. Stat. Med. 20:377–390.
  • Moerbeek, M., Wong, W.K. (2008). Sample size formulae for trials comparing group and individual treatments in multilevel model. Stat. Med. 27:2850–2864.
  • Murray, D.M. (1998). Design and Analysis of Group-randomized Trials. New York, NY, USA: Oxford University Press Inc.
  • Murray, D.M., Pals, S.L., Blitstein, J.L., Alfano, C.M., Lehman, J. (2008). Design and analysis of group-randomized trials in cancer: A review of current practices. J. Natl. Cancer Inst. 100:483–491.
  • Pals, S.L., Murray, D.M., Alfano, C.M., Shadish, W.R., Hanna, P.J., Baker, W.L. (2008). Individually randomized group treatment trials: A critical appraisal of frequently used design and analytic approaches. Innovations Des. Anal. 98:888–896.
  • Powell, L.H.l., Calvin, J.E., Richardson, D., Janssen, I., Mendes de Leon, C.F., Flynn, K.J., Grady, K.L., Rucher-Whitaker, C.S., Eaton, C., Avery, E. (2010). Self-management counseling in patients with heart failure: The Heart Failure Adherence and Retention randomized behavioral trial. JAMA 12:1331–1338.
  • Roberts, C., Roberts, S.A. (2005). Design and analysis of clinical trials with clustering effects due to treatment. Clin. Trials 2:152–162.
  • Rothschild, S.K., Martin, M.S., Swider, S.W., Lynas, C.T., Avery, E.F., Janssen, I., Powell, L.H. (2012). The Mexican-American trial of community health workers (match): Design and baseline characteristics of a randomized controlled trial testing a culturally tailored community diabetes self-management intervention. Contemp. Clin. Trials 33:369–377.
  • Searle, S.R., Casella, G., McCulloch, C.E. (1992). Variance Components. Hoboken, NJ, USA: John Wiley & Sons.
  • Singer, J.D. (1998). Using SAS proc mixed to fit multilevel models Hierarchical models and individual growth models. J. Educ. Behav. Stat. 24:323–355.
  • van Breukelen, G.J.P., Candel, M.J.J.M., Berger, M.P.F. (2007). Relative efficiency of unequal versus equal cluster sizes in cluster randomized and multicentre trials. Stat. Med. 26:2589–2603.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.