Learning Path
Question & Answer1
Understand Question2
Review Options3
Learn Explanation4
Explore TopicChoose the Best Answer
A
Correlation analysis
B
Regression analysis
C
Descriptive statistics
D
Qualitative interviews
Understanding the Answer
Let's break down why this is correct
Answer
The primary method to identify systemic bias in the gender wage gap is through regression analysis. This statistical technique helps researchers understand how different factors, like education, experience, and job type, affect wages while controlling for these variables. By comparing the salaries of men and women who have similar qualifications and job roles, we can see if there is still a pay difference that cannot be explained by these factors. For example, if two employees with the same job title, experience, and education level earn different salaries, and the woman earns less, this difference may indicate systemic bias. This analysis allows us to highlight unfair practices that contribute to the wage gap between genders.
Detailed Explanation
Regression analysis helps us see how different factors affect wages. Other options are incorrect because Some might think correlation shows cause and effect; Descriptive statistics summarize data, like averages.
Key Concepts
systemic bias
statistical analysis
Topic
Gender Wage Gap Analysis
Difficulty
medium level question
Cognitive Level
understand
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