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Review of recent methodological developments in group-randomized trials: Part 2-analysis

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  • Turner, E.L.
  • Prague, M.
  • Gallis, J.A.
  • Li, F.
  • Murray, D.M.

Abstract

In 2004, Murray et al. reviewed methodological developments in the design and analysis of group-randomized trials (GRTs). We have updated that review with developments in analysis of the past 13 years, with a companion article to focus on developments in design. We discuss developments in the topics of the earlier review (e.g., methods for parallel-arm GRTs, individually randomized group-treatment trials, and missing data) and in new topics, including methods to account for multiple-level clustering and alternative estimation methods (e.g., augmented generalized estimating equations, targeted maximum likelihood, and quadratic inference functions). In addition, we describe developments in analysis of alternative group designs (including stepped-wedge GRTs, networkrandomized trials, and pseudocluster randomized trials), which require clustering to be accounted for in their design and analysis.

Suggested Citation

  • Turner, E.L. & Prague, M. & Gallis, J.A. & Li, F. & Murray, D.M., 2017. "Review of recent methodological developments in group-randomized trials: Part 2-analysis," American Journal of Public Health, American Public Health Association, vol. 107(7), pages 1078-1086.
    • Handle: RePEc:aph:ajpbhl:10.2105/ajph.2017.303707_7
    DOI: 10.2105/AJPH.2017.303707
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    Cited by:

    1. Federico Bugni & Ivan Canay & Azeem Shaikh & Max Tabord-Meehan, 2022. "Inference for Cluster Randomized Experiments with Non-ignorable Cluster Sizes," Papers 2204.08356, arXiv.org, revised Apr 2024.
    2. Li, Fan & Turner, Elizabeth L. & Preisser, John S., 2018. "Optimal allocation of clusters in cohort stepped wedge designs," Statistics & Probability Letters, Elsevier, vol. 137(C), pages 257-263.
    3. Dateng Li & Jing Cao & Song Zhang, 2020. "Power analysis for cluster randomized trials with multiple binary co‐primary endpoints," Biometrics, The International Biometric Society, vol. 76(4), pages 1064-1074, December.
    4. Jansen, Stefan & Nsabimana, Epaphrodite & Kagaba, Mediatrice & Mutabaruka, Jean & Rutembesa, Eugene & Slegh, Henny & Mihigo, Bonaventure & Mahwa, Aloys & Ruratotoye, Benoit & Haile, Zelalem, 2022. "A clustered randomized controlled trial to assess whether Living Peace Intervention (LPint) reduces domestic violence and its consequences among families of targeted men in Eastern Democratic Republic," Evaluation and Program Planning, Elsevier, vol. 95(C).

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