How to run a lab for reproducible research

C10c1cc1bd01eb53c616f2d0a1786fe5?s=47 Lorena A. Barba
February 21, 2017

How to run a lab for reproducible research

Invited talk at the NSF SI2 PI Workshop, Arlington, VA (21 Feb. 2017).

Please cite as:
Barba, Lorena A. (2017): How to run a lab for reproducible research. figshare.
https://doi.org/10.6084/m9.figshare.4676170.v1

Summary:
As a principal investigator, how do you run your lab for reproducibility? I submit the following action areas: commitment, transparency and open science, onboarding, collaboration, community and leadership. Make a public commitment to reproducible research—what this means for you could differ from others, but an essential core is common to all. Transparency is an essential value, and embracing open science is the best route to realize it. Onboarding every lab member with a deliberate group “syllabus” for reproducibility sets the expectations high. What is your list of must-read literature on reproducible research? I can share mine with you: my lab members helped to make it. For collaborating efficiently and building community, we take inspiration from the open-source world. We adopt its technology platforms to work on software and to communicate, openly and collaboratively. Key to the open-source culture is to give credit—give lots of credit for every contribution: code, documentation, tests, issue reports! The tools and methods require training, but running a lab for reproducibility is your decision. Start here–>commitment.

See also:
—Barba, Lorena A. (2016): "The hard road to reproducibility," Science, Vol. 354, Issue 6308, pp. 142 http://science.sciencemag.org/content/354/6308/142
—Barba, Lorena A. (2016): "Barba-group reproducibility syllabus," on Medium / Hacker Noon, https://hackernoon.com/barba-group-reproducibility-syllabus-e3757ee635cf#.a9qtcndo6
—Barba, Lorena A. (2012): Reproducibility PI Manifesto. figshare.
https://doi.org/10.6084/m9.figshare.104539.v1

C10c1cc1bd01eb53c616f2d0a1786fe5?s=128

Lorena A. Barba

February 21, 2017
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