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Cleveland State University

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Gender Pay Gap

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American Income: Analyzing Workplace And Domestic Biases, Lindsey Shrodek May 2023

American Income: Analyzing Workplace And Domestic Biases, Lindsey Shrodek

The Downtown Review

This research paper aims to use several forms of regression analysis and neural networks to examine disparities in American income based on demographic groups. We present three models: a linear regression, a logistic regression, and a neural network to determine significant predictive factors in determining income. Exploring concepts presented by past literature in the field of economics, our research aims to pinpoint disparities and provide explanations for why they may be present in American income patterns. Our research confirms that being a female and being black has a negative relationship with income. Based on literary analysis, these findings can be …