Lesson 1049 of 2116
AI for Pre-Registration Drafting and Compliance
Pre-registration prevents researcher degrees of freedom. AI drafts pre-registration documents from study protocols — ensuring nothing's left out.
Lesson map
What this lesson covers
Learning path
The main moves in order
- 1The premise
- 2pre-registration
- 3OSF
- 4research transparency
Concept cluster
Terms to connect while reading
Section 1
The premise
Pre-registration thoroughness catches the analytic decisions researchers should make in advance; AI helps draft comprehensively.
What AI does well here
- Generate pre-registration drafts following AsPredicted, OSF, or registry-specific templates
- Surface pre-specified decisions researchers might forget (alpha levels, exclusion criteria, multiple comparisons)
- Compare draft pre-registration against existing exemplars in the field
- Generate the deviations log for inevitable post-hoc decisions
What AI cannot do
- Substitute for substantive methodological thinking
- Eliminate the discipline of actually following pre-registration
- Replace peer review of pre-registration
Key terms in this lesson
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