Files
2025-11-29 17:58:30 +08:00

1.3 KiB

name, description, allowed-tools, version
name description allowed-tools version
blinding Implement blinding procedures to reduce bias in experimental studies. Use when: (1) Designing RCTs, (2) Ensuring objectivity, (3) Meeting CONSORT standards, (4) Minimizing performance and detection bias. Read, Write 1.0.0

Blinding Procedures Skill

Purpose

Implement appropriate blinding to reduce bias in research studies.

Types of Blinding

Single-Blind: Participants unaware of allocation Double-Blind: Participants and researchers unaware Triple-Blind: Participants, researchers, and analysts unaware

Who to Blind

Participants: Reduce expectancy effects, placebo Interventionists: Reduce performance bias Assessors: Reduce detection bias Analysts: Reduce reporting bias

Blinding Strategies

Medications:

  • Identical placebo (same appearance, taste)
  • Over-encapsulation
  • Matching packaging

Behavioral Interventions:

  • Attention-matched control
  • Active control condition
  • Blind outcome assessors

Assessments:

  • Automated/computerized measures
  • Independent blinded raters
  • Objective outcomes (less bias-prone)

When Blinding Impossible

  • Surgical interventions
  • Exercise interventions
  • Educational programs

Mitigation:

  • Blind outcome assessors
  • Use objective outcomes
  • Report lack of blinding as limitation

Version: 1.0.0