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Where can I learn more about the issues?

After more than half a decade of discussion, the literature on reproducibility is substantial. Thankfully, brave authors have provided summaries and reviews:

see also

Crüwell et al. (2018) have put together 8 Easy Steps to Open Science, an annotated reading list.

Brent Roberts and Dan Simmons have compiled an extensive Reproducibility and Replicability Reading List which lists further literature by topic.