Subway Lines and Social Divides: Analyzing Transit Disparities in NYC's Neighborhood

Undergraduate Research

Abstract

This study delves into the disparities in public transportation access across New York City's neighborhoods, with a focus on subway transportation. Analyzing data from Manhattan, the Bronx, Brooklyn, Queens, and Staten Island, the research employs a decision tree algorithm to assess the interplay of various factors – borough, race, car-free percentages, commute times, and median household incomes (both owned and rented properties). This methodological approach enables a nuanced understanding of how these variables collectively influence public transportation inequalities. Our findings reveal significant gaps in subway accessibility, particularly affecting lower-income and minority communities. In response, the study promotes a restorative approach to address issues of transportation justice. This includes implementing a dual strategy: an inter-neighborhood approach to lessen disparities across different neighborhoods, and an intra-neighborhood plan focused on narrowing the gaps within individual neighborhoods themselves. These recommendations are aimed at promoting transportation equity and ensuring a more inclusive urban mobility framework.

Date

August 12 – November 21, 2023

Time

12:00 AM

Keywords: transportation equity, public transit, smart mobility, urban planning, social justice

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Posted on:
August 12, 2023
Length:
1 minute read, 21 words
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