Preprint has been published in a journal as an article
DOI of the published article https://doi.org/10.3141/2353-04
Preprint / Version 1

Observed Customer Seating and Standing Behaviours and Seat Preferences Onboard Subway Cars in New York City

##article.authors##

  • Aaron Berkovich MTA Construction and Development
  • Alex Lu P.O. Box 684
  • Brian Levine Port Authority of New York and New Jersey
  • Alla Reddy Reddy Analytics Associates, LLC

DOI:

https://doi.org/10.31224/3421

Keywords:

Public Transit, Seating Position, end-user behavior, human behavior in design, statistical analysis, Standards., subway, metro rail, vehicle design

Abstract

Using an observational sampling methodology, this study explores seat occupancy patterns found in New York City subway cars under non-crowded conditions based on special attributes of otherwise highly homogenous plastic bench seats. Onboard seating patterns, measured as relative seat occupancy probabilities, are explained in terms of interactions between railcar design, layout, customer preferences, and resulting behaviours. Prior research has generally focused on passengers distribution between cars within long trains, or desirability of attributes common to all seats, rather than passengers seating patterns within a single car. Results, based on seating- and standing-room occupancy statistics, show customers have a clear preference for seats adjacent to doors, no real preference for seats adjacent to support stanchions, and disdain for bench spots between two other seats. On cars featuring transverse seating, customers prefer window seats, but have almost equal preference for backward- or forward-facing seats. No gender bias was detected amongst all seated passengers, but as load factor increased, men have higher probabilities of being standees compared to women. 90% seat utilization is only achieved at 120% load factor; furthermore, standing customers strongly prefer to crowd vestibule areas between doors (particularly in cars with symmetric door arrangements), and hold onto vertical poles. These findings are consistent with published anecdotes. Future cars should be designed with asymmetric doors, 2+2+2 partitioned longitudinal seats, and no stanchions or partitions near doorways. Further research should be conducted in commuter rail vehicles with suburban layouts, booth seating, and also other cities’ subways, to further understand customer seating preferences.

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Author Biographies

Aaron Berkovich, MTA Construction and Development

Aaron (Arkadiy) Berkovich is currently a Senior Planning & Budget Analyst at MTA Construction & Development. He received his M.S. degree in Transportation Planning from the New York University Polytechnic School of Engineering.

Alex Lu, P.O. Box 684

Alex Lu had been a management analyst in the rail and transit industries for more than twenty years. He joined the railway industry in 1999 with Railtrack PLC (the former British Rail’s Infrastructure Division) in Capital and Strategic planning, and later got his first Operations job as a scheduling clerk at ScotRail Railways Limited, responsible for the short-term timetabling of the Glasgow “Blue Train” electric suburban network. Since then, he has worked with many railroads from Maine Central to Florida East Coast to Central Japan Railway to the New York City subway system, in a variety of roles including planning, management, infrastructure, big data analytics, international benchmarking, technology, and industrial engineering. Alex is a Member of the Chartered Institution of Railway Operators (MCIRO).

Brian Levine, Port Authority of New York and New Jersey

Transportation professional with over 15 years of experience in industry and academia. I'm currently employed at The Port Authority of New York & New Jersey working with data analytics & warehousing, econometric modeling, industry analysis, and business process improvement. Passionate about using data to answer difficult questions and make recommendations to senior management. Strong interest in public transit, railroads, and aviation industries.  Specialties: Data analysis, business intelligence, data warehousing, dashboarding, business process improvement, project management & systems engineering, optimization & network algorithms.

Alla Reddy, Reddy Analytics Associates, LLC

Alla Reddy has more than 40 years of professional experience in
leadership, transit management, and decision-supporting technology implementation. His career has focused on utilizing quantitative research to solve problems and improve system productivity and efficiency, providing policy recommendations to both senior management and external stakeholders. He has extensive experience at the program manager and executive levels in systems integration (design, development, implementation), project leadership, operations research, statistical analyses, performance audit, industrial engineering, strategic planning, process improvement, and technology evaluation.

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Posted

2023-12-31