Bias Reduction Workshop
A Bias Reduction Workshop identifies potential sources of bias in the evaluation process and develops strategies to mitigate them. This proactive approach enhances the validity and fairness of evaluation findings.
Use this method at the beginning of an evaluation to minimize the influence of bias on data collection, analysis, and interpretation.
Solves: Skewed evaluation results due to unconscious or conscious biases.
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Step 1: Introduce the concept of bias and its impact on evaluation (15 min)
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Step 2: Brainstorm potential sources of bias in the current evaluation context (30 min)
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Step 3: Categorize biases (e.g., selection bias, confirmation bias, cultural bias) (15 min)
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Step 4: Develop strategies to mitigate each identified bias (45 min)
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Step 5: Assign responsibilities and timelines for implementing the bias mitigation plan (15 min)
- Create a safe and inclusive environment for discussing sensitive topics.
- Encourage participants to share their perspectives and experiences.
- Use case studies to illustrate the impact of bias.
- Invite external experts to provide training on bias reduction techniques.