Literature DB >> 32072592

A Study Design for Augmenting the Control Group in a Randomized Controlled Trial: A Quality Process for Interaction Among Stakeholders.

Yunling Xu1, Nelson Lu2, Lilly Yue2, Ram Tiwari2.   

Abstract

There is an increasing demand for utilization of external data, such as historical study data and patient registry data, to augment the control group in a randomized controlled trial. While such a study design could reduce the time and cost, how to maintain the study validity and integrity is one major statistical challenge that needs to be carefully addressed. We discuss a study design quality process to enhance the study validity and integrity when using this approach. The discussed quality process is tailored to the confirmatory study using a 2-stage design with an emphasis on the interaction process among stakeholders. In an example, the quality process covers a 2-step assessment of the similarity in patient characteristics between the current study and the external data source, and between the treatment and augmented control groups.

Entities:  

Keywords:  2-stage design; 2-step assessment; external data; independent statistician; quality process; randomized controlled trial

Mesh:

Year:  2020        PMID: 32072592     DOI: 10.1007/s43441-019-00053-x

Source DB:  PubMed          Journal:  Ther Innov Regul Sci        ISSN: 2168-4790            Impact factor:   1.778


  2 in total

1.  Augmenting control arms with real-world data for cancer trials: Hybrid control arm methods and considerations.

Authors:  W Katherine Tan; Brian D Segal; Melissa D Curtis; Shrujal S Baxi; William B Capra; Elizabeth Garrett-Mayer; Brian P Hobbs; David S Hong; Rebecca A Hubbard; Jiawen Zhu; Somnath Sarkar; Meghna Samant
Journal:  Contemp Clin Trials Commun       Date:  2022-09-20

2.  Augmenting Both Arms of a Randomized Controlled Trial Using External Data: An Application of the Propensity Score-Integrated Approaches.

Authors:  Heng Li; Wei-Chen Chen; Chenguang Wang; Nelson Lu; Changhong Song; Ram Tiwari; Yunling Xu; Lilly Q Yue
Journal:  Stat Biosci       Date:  2021-06-19
  2 in total

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