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Social and Behavioral Sciences Commons

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Full-Text Articles in Social and Behavioral Sciences

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 …


Comparing Beijing's And Tokyo's Population Growths, Ernest M. Oleksy Dec 2018

Comparing Beijing's And Tokyo's Population Growths, Ernest M. Oleksy

The Downtown Review

The growth of the human population has led to the formation of largely populated agglomerations known as megacities. Although megacities can be found on multiple continents, Asia’s collection displays how megacities can develop in their own directions. Japan’s megacity of Tokyo, like other Japanese megacities, has adopted a western approach. China’s Beijing, on the other hand, continues to embrace its eastern roots. These megacities may differ in their ideologies, but they share in experiencing similar phenomena. One of these phenomena is population growth.


The Dream Act: A Retrospective On Immigration Policies Across Time And Nations, Ernest M. Oleksy May 2017

The Dream Act: A Retrospective On Immigration Policies Across Time And Nations, Ernest M. Oleksy

The Downtown Review

The United States has a long tradition of assimilating diverse peoples into a shared culture and thus developing a transformative, holistic national identity. Despite this historical affinity for immigration, there have also been points during which rose issues with migrants entering the country illegally. Once this happens, politicians must decide how to deal with an influx of undocumented aliens. This paper focuses on amnesty acts, particularly ones past through the American Congress in the past century. The relationship between amnesty legislation and immigration flow will be investigated. Also, an exploration of European policies towards immigration will all be conducted in …