Below are some links to useful resources for transitioning to open science practices in individual labs. A few papers have been added to the "files" section of the page, and one document that contains the same information presented in this wiki. 1. Information on using the OSF for [pre-registration][1], including templates 2. One example of using the OSF for organization of [lab research][2], including templates 3. Useful resources for [using R and the OSF][3] for lab organization and pre-registration 4. Using the "[as predicted][4]" webiste for pre-registration 5. Resources for many lab based activities from the [Berkeley Initiative for Transparency in the Social Science (BITTS)][5] 6. Blog post on [organized open science][6] 7. Blog posts on using github and RMarkdown ([1][7], [2][8]) for reproducible research within a lab. 8. [Course syllabus][9] from Karl Broman on the "techie workflow" for reproducible research with github, R, unit testing, etc. 9. [Course syllabus][10] for Mike's graduate methods course, including large set of resources for learning reproducible resources. 10. [Tutorial list][11] for technical skills involved in research with R, github, mturk, etc. 12. "[101 Innovations in Scholary Communication][12]" **********discussion notes************ as of 4:05pm (in development) • Overarching goal—cumulative science; test/build theory • Aspirational goal (sub-overarching goal)—transparency in the research process o The “who, what, why, where and how” questions: what you did, how you did it, who you did it with, where you did it, and why you did it? ♣ Discussion of degree of consensus within the lab ♣ Power analysis or discussion of sample size and composition o Archiving: data, materials, backed-up/accessible, intermediate steps, code o Reporting null results o Analysis: contingencies; deviations clearly noted [1]: https://osf.io/k5wns/ [2]: https://osf.io/jrd8f/ [3]: https://osf.io/ba6dj/ [4]: https://aspredicted.org [5]: http://www.bitss.org/resource-tag/software/ [6]: http://wp.me/p6ma5O-H [7]: http://babieslearninglanguage.blogspot.com/2015/11/preventing-statistical-reporting-errors.html [8]: http://babieslearninglanguage.blogspot.com/2014/04/data-analysis-one-step-deeper.html [9]: http://kbroman.org/Tools4RR/ [10]: http://psych254.stanford.edu [11]: https://docs.google.com/document/d/1TcjhInNgdfn-rhmzgieeYxomyt75BFRrMGKnTBxZKxk/edit [12]: http://innoscholcomm.silk.co