To truly achieve reproducible research, having reproducible analytics must be a principal research goal. Biological discovery is not the only deliverable; reproducibility is an essential part of our research.
Petyuk, V. A., Gatto, L., & Payne, S. H. (2019). Reproducibility and Transparency by Design. Molecular and Cellular Proteomics, 18(8 suppl 1), S202-S204. https://doi.org/10.1074/mcp.ip119.001567 (Original work published 2019)