Following the paper from Silberzahn et al. (2018), where 29 research teams worked with the same data set, obtaining a significant variation in the results of the analyses, a new issue comes up: it is not only about the fact of sharing data, but the need for an homogeneous management of research outcomes to ensure reproducibility. We need to be aware of this question.
Silberzahn et al. Many Analysts, One Data Set: Making Transparent How Variations in Analytic Choices Affect Results. Advances in Methods and Practices in Psychological Science 2018, 1(3) 337–356. Available in journals.sagepub.com/doi/pdf/10.1177/2515245917747646