Data sharing is the process of preparing high-quality data for access and reuse, firstly by our future selves and secondly by other researchers who seek to reproduce our results, engage our datasets in new questions or novel methods, train others, or include our work in meta-analyses. This unit puts data sharing in context with the requirements and benefits of sharing and helps you understand the power of metadata for making shared data useful regardles of how distant you or others are from that work.
The Biased Brain
Explore how cognitive biases shape our perception and decision-making, and why even trained researchers are not immune.
Framing Effects & Confirmation Bias
Discover how the way a question is framed can steer conclusions before any data is collected.
Spotting Bias in the Wild
Apply what you've learned by identifying real examples of confirmation bias in published studies and everyday research scenarios.
Masking & Blinding Techniques
Learn practical strategies like masking and blinding that researchers use to reduce the influence of confirmation bias.
Building a Rigorous Research Practice
Bring everything together and develop a personal checklist for designing bias-aware, reproducible research.
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References:
Data Sharing
Instructor guide:
Data Sharing
Overview and Introduction
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