**Do Right by Your Data: Defeating Bias(es) in the Multiverse of Research** ----------------------------------------------------- **Description** The Longwood Medical Area (LMA) Research Data Management Working Group (RDMWG) offers regular online seminars for various research data management (RDM) topics. This seminar on "Do Right by Your Data: Defeating Bias(es) in the Multiverse of Research" was offered on August 24, 2022. This panel discussion addresses: - Diverse sources of bias, and how current experimental design, data management, and statistical practices attenuate their potential to confound research - Ethical considerations when researchers make choices about the acquisition, use, analysis, and interpretation of data - How different data management and data sharing practices can support or undermine the quality of research We suggest reading "[The 7 deadly sins of research][1]." **Webinar Speakers** - Jim Gould, PhD, Director, HMS/HSDM Office for Postdoctoral Fellows, Harvard Medical School - Kim Serpico, MEd, CIP, Associate Director of IRB Operations, Office of Regulatory Affairs and Research Compliance, Harvard T.H. Chan School of Public Health - Daniel Wainstock, PhD, Director for Research Integrity, Office for Academic and Research Integrity, Harvard Medical School **Webinar Materials** [Presentation Slides (PDF)][2] @[youtube](https://youtu.be/dlBVqXpBb6A) [1]: https://www.natureindex.com/news-blog/the-seven-deadly-sins-of-research [2]: https://osf.io/jbys4