Study Designs
Study design

Blinding

Blinding prevents knowledge of group, condition, or expected outcome from influencing handling, scoring, analysis, or interpretation.

Decision summary

Use blinding wherever subjective scoring, handling, exclusions, or analysis choices could be influenced by group knowledge. State exactly who was blinded and at which steps.

Blinded roleHandler, scorer, analyst, adjudicator, or interpreter.
Blinded stepEnrollment, procedure, scoring, exclusion, analysis, or reporting.
Break pointWhen and why group identity was revealed.
Audit fieldCoding scheme, access controls, and unblinding log.

Use when

  • Operators handle, score, annotate, exclude, or analyze data.
  • The endpoint includes manual scoring or ambiguous response boundaries.
  • Group labels could affect interpretation or downstream decisions.

Do not use when

  • Blinding is claimed globally without identifying the blinded role or study step.
  • Visible treatment effects, file names, colors, or session order reveal group identity.
Caveats
  • Automated tracking reduces some observer bias but does not blind analysis choices.
  • Blinding can fail through file names, colors, cage order, or visible phenotype.
  • A blinded scorer still needs predefined endpoint rules.
Reporting checklist
  • State who was blinded and to what information.
  • Report which steps were blinded and which were not.
  • Describe coding or masking procedures.
  • Report when unblinding occurred.
  • Report any accidental unblinding or visible group cues.

Related surfaces

Use these related surfaces to move from the scientific method question to the relevant product page, endpoint definition, analysis tool, or adjacent guide.