Research transparency
Preregistration, protocols, and analysis plans: separating prediction from discovery
Preregistration timestamps intended questions and methods before results can influence them. Protocols and statistical analysis plans add operational and analytic detail, while dated amendments show how a study evolved.
Educational content only. Not medical advice.
Registration creates a public study record
A prospective registry record identifies the study, sponsor, design, eligibility, interventions, and prespecified outcomes with a dated history. It improves discoverability and helps readers identify completed studies without journal publications. Registration is not peer review or proof of quality; its value depends on timely, complete, and accurate entries.
The protocol explains what the study intended to do
A protocol describes objectives, design, participants, procedures, outcomes, monitoring, and planned conduct. It can reveal details omitted from a short registry or final paper. Amendments are not inherently improper because research sometimes must change, but the timing, rationale, and impact should be visible so readers can distinguish prospective adaptation from result-driven revision.
The statistical analysis plan narrows analytic flexibility
A statistical analysis plan typically defines analysis populations, models, covariates, multiplicity, missing-data methods, sensitivity analyses, and output conventions. Finalizing it before unmasking or comparative analysis limits opportunities to select favorable approaches after seeing results. A late plan can still document methods, but it offers less protection against outcome-informed choices.
Compare versions rather than looking for perfect sameness
A rigorous review compares the first registry version, later updates, protocol, analysis plan, and publication. Note added or removed outcomes, timing changes, sample-size revisions, eligibility amendments, and analysis changes. Then ask whether changes were dated, justified, and reported. Transparent deviation can be scientifically defensible; silent switching is the larger credibility problem.
Evidence limits
- A registered or preregistered study can still have weak design, measurement, or execution.
- Public registries may contain incomplete, delayed, or sponsor-entered information.
- Some exploratory research is appropriately flexible when described honestly as exploratory.
Sources and further reading
These sources ground the definitions and evidence boundaries on this page. A citation is a route for verification, not an endorsement of a product or personal use.
National Institutes of Health
Clinical Trial Reporting Requirements
Official NIH policy context for registration, results reporting, and transparency.
Open sourceU.S. Food and Drug Administration
IND Applications for Clinical Investigations: Clinical Protocols
Official description of protocol requirements and their role in planned clinical investigations.
Open sourceU.S. Food and Drug Administration / ICH
E6(R3) Good Clinical Practice Guidance for Industry
Official good-clinical-practice principles for trial design, conduct, randomization, masking, records, and participant protection.
Open sourceCommon questions
Is registration the same as peer review?
No. It creates a dated public record but does not certify methods or conclusions.
Are protocol amendments always suspicious?
No. The key questions are when they occurred, why, and whether their impact is reported transparently.
What is outcome switching?
It is changing the prominence or definition of outcomes after study knowledge without transparent justification and labeling.
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Keep building your evidence-reading skills
Explore the public PeptideSchool research library for more source-backed methods, glossaries, and evidence maps.