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open-science-guide

Pre-registration, open data, and FAIR principles for research

skills/research/funding/open-science-guide/SKILL.md

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# Open Science Guide

Implement open science practices including study pre-registration, open data sharing, registered reports, and FAIR data principles to increase research transparency and reproducibility.

## Why Open Science?

Open science practices address the replication crisis and increase trust in research findings:

| Practice | Problem It Addresses |
|----------|---------------------|
| Pre-registration | Prevents HARKing (hypothesizing after results are known) and p-hacking |
| Open data | Enables verification, reanalysis, and meta-analyses |
| Open materials | Allows exact replication of studies |
| Open access | Removes paywalls that limit access to knowledge |