Rigor and Reproducibility

Seminar 1: Data Publication and Citation: How do I get credit for promotion?

• Presenters:  Lance Waller- Director, WHSC Data Science Initiative and Jennifer Doty, Research Data Librarian, Emory Libraries
  • Date of Presentation: 7/31/2020
• References From Presentation:
• DataCite:  https://datacite.org/cite-your-data.html
• FAIR guiding principles

Wilkinson, M. D., Dumontier, M., Aalbersberg, Ij. J., Appleton, G., Axton, M., Baak, A., … Bourne, P. E. (2016). The FAIR Guiding Principles for scientific data management and stewardship. Sci. Data, 3, 160018. https://doi.org/10.1038/sdata.2016.18

• Waller LA and Miller GW. (2016) More than Manuscripts: Reproducibility, Rigor, and Research Productivity in the Big Data Era.  Toxicological Sciences. 149(2): 275-6.
• Waller LA(2018) Documenting and Evaluating Data Science Contributions In Academic Promotion In Departments of Statistics and Biostatistics. American Statistician
• Why should I publish data?  (And some tools for doing so)
  • http://www.lib.berkeley.edu/scholarly-communication/publishing/lifecycle/your-data
• Publishing data associated with increased citation rates.
  • https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0000308
  • http://best-practices.dataverse.org/data-citation/
  • Data Citation Synthesis Group: Joint Declaration of Data Citation Principles. Martone M. (ed.) San Diego CA: FORCE11; 2014 https://doi.org/10.25490/a97f-egyk

Seminar 2: Making Reproducibility Practical: Using R and R Markdown

• Presenter: Melinda Higgins, Research Professor, SON
  • Date of Presentation: Friday, September 4, 2020

• Jeremy Kupsco, PhD, Research Informationist, Emory Libraries
• Lance Waller, PhD, Director, WHSC Data Science Initiative 
• Melinda Higgins, PhD, Research Professor, SON
• Jennifer Doty, MS, Research Data Librarian, Emory Libraries
• Monica Crubezy, PhD, Director of Research Solutions, LITS