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相关论文: Mobility Gaps between Low-Income and Not Low-Incom…

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Transportation provides access to employment opportunities and essential services such as healthcare services; while urban areas have various transportation options, the situation differs in rural areas. Rural residents often have longer…

Numerous researchers have utilized GPS-enabled vehicle data and SafeGraph mobility data to analyze human movements. However, the comparison of their ability to capture human mobility remains unexplored. This study investigates differences…

计算机与社会 · 计算机科学 2024-10-23 Yuqin Jiang , Zhenlong Li , Joon-Seok Kim , Huan Ning , Su Yeon Han

Using the 2017 National Household Travel Survey (NHTS), this study analyzes America's urban travel trends compared with earlier nationwide travel surveys, and examines the variations in travel behaviors among a range of socioeconomic…

综合经济学 · 经济学 2023-03-10 Xize Wang , John L. Renne

Despite the plethora of research devoted to analyzing the impact of disability on travel behavior, not enough studies have investigated the varying impact of social and environmental factors on the mode choice of people with disabilities…

应用统计 · 统计学 2024-02-06 Majbah Uddin , Meiyu , Pan , Ho-Ling Hwang

Residential segregation recently has shifted to more class or income-based in the United States, and neighborhoods are undergoing significant changes such as commuting patterns over time. To better understand the commuting inequality across…

应用统计 · 统计学 2020-06-08 Yujie Hu , Fahui Wang , Chester Wilmot

In transportation planning, Zero-Vehicle Households (ZVHs) are often treated as a uniform group with limited mobility options and assumed to rely heavily on walking or public transit. However, such assumptions overlook the diverse travel…

In response to the coronavirus disease 2019 (COVID-19) pandemic, governments have encouraged and ordered citizens to practice social distancing, particularly by working and studying at home. Intuitively, only a subset of people have the…

计算机与社会 · 计算机科学 2021-03-16 Kentaro Iio , Xiaoyu Guo , Xiaoqiang "Jack" Kong , Kelly Rees , Xiubin Bruce Wang

The increased use of personal vehicles presents environmental challenges, prompting the exploration of public transportation as an affordable, eco-friendly alternative. However, obstacles like fixed schedules, limited routes, and extended…

应用统计 · 统计学 2024-02-13 Meiyu , Pan , Christa Brelsford , Majbah Uddin

This paper presents a comparison between Millennials' and Baby Boomers' non-work travel behaviors using data from the 2017 National Household Travel Survey. Bootstrapped segmented ordered logit models are employed to capture the variability…

物理与社会 · 物理学 2025-05-20 Latif Patwary , Md Sami Hasnine , Majbah Uddin

Given the rapid recent trend of urbanization, a better understanding of how urban infrastructure mediates socioeconomic interactions and economic systems is of vital importance. While the accessibility of location-enabled devices as well as…

Despite the growing recognition of the importance of inclusive transportation policies nationwide, there is still a gap, as the existing transportation models often fail to capture the unique travel behavior of people with disabilities.…

物理与社会 · 物理学 2025-11-18 Megh Bahadur KC , Ziqi Song , Keunhyun Park , Keith Christensen

Urban segregation research has long relied on residential patterns, yet growing evidence suggests that racial/ethnic segregation also manifests systematically in mobility behaviors. Leveraging anonymized mobile device data from New York…

物理与社会 · 物理学 2025-08-26 Wei-Peng Nie , Tian-Rong Ding , Xiao-Yong Yan , Tao Zhou , Zi-You Gao

There are many news articles reporting the obstacles confronting poverty-stricken households in access to public transits. These barriers create a great deal of inconveniences for these impoverished families and more importantly, they…

人工智能 · 计算机科学 2022-11-29 Anik Pramanik , Pan Xu , Yifan Xu

Americans travel 7 to 9 miles on average for shopping and recreational activities, which is far longer than the 15-minute (walking) city advocated by ecologically-oriented urban planners. This paper provides a comprehensive analysis of…

Bikes are among the healthiest, greenest, and most affordable means of transportation for a better future city, but mobility patterns of riders with different income were rarely studied due to limitations on collecting data. Newly emergent…

物理与社会 · 物理学 2024-06-11 Tianli Gao , Zikun Xu , Chenxin Liu , Yu Yang , Fan Shang , Ruiqi Li

Transportation equity advocates recommend improving public transit in low-income neighbourhoods to alleviate socio-spatial inequalities and increase quality of life. However, transportation planners often overlook transit investments in…

物理与社会 · 物理学 2022-05-11 Elnaz Yousefzadeh Barri , Steven Farber , Anna Kramer , Hadi Jahanshahi , Jeff Allen , Eda Beyazit

In this paper, a new methodology, journey-based equity analysis, is presented for measuring the equity of transit convenience between income groups. Two data sources are combined in the proposed transit equity analysis: on-board ridership…

应用统计 · 统计学 2024-08-06 Daniela Shuman , Xiaotong Guo , Nicholas S. Caros

Building an accurate model of travel behaviour based on individuals' characteristics and built environment attributes is of importance for policy-making and transportation planning. Recent experiments with big data and Machine Learning (ML)…

机器学习 · 计算机科学 2022-12-01 Elnaz Yousefzadeh Barri , Steven Farber , Hadi Jahanshahi , Eda Beyazit

Major disasters such as extreme weather events can magnify and exacerbate pre-existing social disparities, with disadvantaged populations bearing disproportionate costs. Despite the implications for equity and emergency planning, we lack a…

The use of public transportation or simply moving about in streets are gendered issues. Women and girls often engage in multi-purpose, multi-stop trips in order to do household chores, work, and study ('trip chaining'). Women-headed…

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