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Chapter 20.4
Influencing factors in data collection
What You'll Learn
Identify bias and influencing factors in survey questions and data collection methods
Recognize culturally insensitive or assumption-based questions that skew results
Distinguish between neutral and leading questions in surveys
Rewrite biased questions to eliminate assumptions and provide fair answer choices
Evaluate questions for inclusivity and appropriate response scales
What You'll Practice
1
Analyzing survey questions for gender, cultural, or assumption-based bias
2
Rewriting leading questions to make them neutral and fair
3
Correcting questions with limited or biased answer choices
4
Identifying when to use rating scales instead of yes/no questions
Why This Matters
Understanding bias in data collection is critical for making fair decisions based on surveys and research. You'll use these skills to evaluate polls, news reports, and scientific studies, ensuring you can spot misleading questions and interpret data accurately in school, work, and everyday life.
Before You Start — Make Sure You Can:
This Unit Includes
6 Video lessons
Practice exercises
Skills
Bias Detection
Survey Design
Data Collection
Question Writing
Statistical Reasoning
Cultural Sensitivity
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