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The Open Research Lifecycle https://youtu.be/9YuNGB3vNOw **Best Practices** - File Management and Licensing - File naming http://bit.ly/osf-file-naming - Organizing files bit.ly/osf-organize-files - Licensing bit.ly/osf-license - Version Control bit.ly/osf-vc - Research Design - Preregistration bit.ly/osf-guide-prereg - Creating a data management plan (DMP) bit.ly/osf-dmp - Handling Data - How to Make a Data Dictionary bit.ly/osf-data-dictionary - Sharing Research Outputs bit.ly/osf-sharing-outputs - Sharing data bit.ly/osf-share-data - Preprints bit.ly/osf-preprints - Creating and Managing OSF Projects bit.ly/create-osf-projects **The Open Scholarship Knowledgebase (OSKB)** ● Resource guides on reproducibility: oercommons.org/curated-collections/1038 **Curated Reading List of Metascience** - Benefits of Open Science for Researchers - Citation advantages of data transparency, preprints, registered reports - Benefits of open science for the scientific community - Effects of preregistration or Registered Reports on quality of reporting - Initial evidence of research quality of registered reports compared with the standard publishing model h ttps://www.nature.com/articles/s41562-021-01142-4 - Evidence of low rates of replicability - Recommendations for Increasing Reproducibility - https://osf.io/kgnva/wiki/Open%20Science%20Literature/ **Overcoming the Knowledge Barrier** - Primers on implementing open science practices - Tutorials and online curricula for coded statistical analysis - Links to open science communities - osf.io/bk6r7/wiki **Center for Open Science content** - Blog series: cos.io/blog - Webinars: cos.io/webinars - Resources for researchers: cos.io/communities/scientists-and-researchers **What is preregistration?** - It is the act of specifying in advance how data will be collected and analyzed. - Preregistrations are time-stamped, immutable documents. - Preregistrations make the distinction between hypothesis testing, confirmatory research and hypothesis generating, exploratory research more clear. - Presenting exploratory results as confirmatory increases the publishability of results at the expense of credibility of results. - **How to preregister** - The Preregistration Challenge is an education campaign designed to introduce this as a regular habit. It includes a guided workflow to help you create a preregistration. - Get started now: osf.io/registries **Resources and Further Readings** - *Can you preregister if you are using existing data?* Yes, see template available at osf.io/registries - “The Preregistration Revolution” (https://www.pnas.org/content/115/11/2600), which covers nine challenging situations in which preregistration is beneficial. - A blog series about preregistration: https://cos.io/blog/tag/preregistration/ - The Guardian, Trust in science would be improved by study pre-registration, goo.gl/P8RYSt - Nature, A manifesto for reproducible science, goo.gl/fKEHkL A presentation from a community member introducing OSF: https://osf.io/dh62a/ A helpful osf presentation on how to create your first works: https://osf.io/zxmkf/