📚 Learning Guide
Gender Wage Gap Analysis
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What is the primary method used to identify systemic bias in the gender wage gap through statistical analysis?

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Learning Path
Learning Path

Question & Answer
1
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2
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3
Learn Explanation
4
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Choose the Best Answer

A

Correlation analysis

B

Regression analysis

C

Descriptive statistics

D

Qualitative interviews

Understanding the Answer

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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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