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Table 1 Categories for RR variables

From: Repeat: a framework to assess empirical reproducibility in biomedical research

Axes of Research Reproducibility Example Categories
Transparency is the robust write up or description of research, such that it is clear and explicit. All data collection processes are described clearly within publication methods and metadata. data collection, data cleaning/preparation, data integration, data analysis, data sharing, code (cleaning, integration, analysis), data, software, documentation
Accessibility is a multi-faceted term encompassing both sharing and discoverability. Shared information such as a research dataset or analysis code must be discoverable, in a form that people can use, and available. Discoverability is defined as being in a location that enables the finding of the data and supplemental materials. A query script used in data collection procedures is shared in a freely accessible and easily discoverable database.