The Replication of Equivalence Studies

Replication studies are increasingly conducted to assess the credibility of scientific findings. Most of these replication attempts target studies with a superiority design, but there is a lack of methodology regarding the analysis of replication studies with alternative types of designs, such as equivalence. In order to fill this gap, we propose two approaches, the two-trials rule and the sceptical two one-sided tests (TOST) procedure, adapted from methods used in superiority settings. Both methods have the same overall Type-I error rate, but the sceptical TOST procedure allows replication success even for nonsignificant original or replication studies. This leads to a larger project power and other differences in relevant operating characteristics. Both methods can be used for sample size calculation of the replication study, based on the results from the original one. The two methods are applied to data from the Reproducibility Project: Cancer Biology.

Publication Details

Journal
Zurich Open Repository and Archive (University of Zurich)
Published
2024-12-01
DOI
https://doi.org/10.5167/uzh-270250
Primary Topic
Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis
Type
article
Field-Weighted Citation Impact
0.00
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article

The Replication of Equivalence Studies

Zurich Open Repository and Archive (University of Zurich)
Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis
article

The Replication of Equivalence Studies

article en

Abstract

Replication studies are increasingly conducted to assess the credibility of scientific findings. Most of these replication attempts target studies with a superiority design, but there is a lack of methodology regarding the analysis of replication studies with alternative types of designs, such as equivalence. In order to fill this gap, we propose two approaches, the two-trials rule and the sceptical two one-sided tests (TOST) procedure, adapted from methods used in superiority settings. Both methods have the same overall Type-I error rate, but the sceptical TOST procedure allows replication success even for nonsignificant original or replication studies. This leads to a larger project power and other differences in relevant operating characteristics. Both methods can be used for sample size calculation of the replication study, based on the results from the original one. The two methods are applied to data from the Reproducibility Project: Cancer Biology.

Zurich Open Repository and Archive (University of Zurich)
Openalex Percentile: Top 48%
Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis
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The Replication of Equivalence Studies · Zurich Open Repository and Archive (University of Zurich) (2024) | TGRS Research Map | TGRS