Chapter 26.1

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
oh flag

OH Curriculum Aligned

Pug instructor