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Data Analysis, Publications, data analytics, performance, subway

Measurement of Subway Service Performance at New York City Transit

A recurring challenge that faces transit managers today is the persistent question of how to do more with less: to maintain and to improve service despite deficits of historic proportions. New York City Transit (NYCT) responded by retooling performance measurement frameworks and procedures to capture the customer’s perspective...

Planning & Management, Publications, data analytics, fleet, subway

Observed Customer Seating and Standing Behavior and Seat Preferences on Board Subway Cars in New York City

An observational sampling methodology was used to explore seat occupancy patterns in New York City subway cars. The study was performed under uncrowded conditions on the basis of special attributes of what otherwise were highly homogeneous plastic bench seats. Onboard seating patterns, measured as relative seat occupancy probabilities,...

Operations Improvements, Publications, bus, data analytics, equity, subway

Maintaining Key Services While Retaining Core Values: NYC Transit’s Environmental Justice Strategies

In a recession, transit agencies aim to provide key services while retaining national core values. When making service changes, federal funding recipients are prohibited from discriminating on the basis of race, color, or national origin and must not place undue burden on Environmental Justice (EJ) populations. To ensure...

Buzzmaestro, Operations Improvements, Projects, fleet, industrial engineering, investment planning, statistical sampling, subway

Observational Study of Subway Customer Seat Preferences

For a major metro system, we performed an observational study of how customers tended to distribute themselves within each vehicle, with a view towards making recommendations about vehicle design (e.g. door, pole, and seat placement), and to reduce station dwell time.  The plastic bench seats installed are otherwise...

Buzzmaestro, Data Analysis, Projects, audit, automated fare collection, operating techniques, statistical sampling, subway

Measuring and Controlling Subway Fare Evasion

We were tasked by a major U.S. rapid transit system to determine the true rate of fare evasion at the turnstile, and assess the resulting potential revenue loss.  Working in conjunction with a team of internal auditors, we adopted a stratified sampling methodology and developed methods for discreet...

Data Analysis, Publications, automated fare collection, data analytics, subway

Measuring and Controlling Subway Fare Evasion

New York City Transit (NYCT) has a comprehensive framework for assessing, managing, and combating subway fare evasion. The automated fare collection system, implemented between 1994 and 1997, features lessons learned from field trials of prototypes specifically designed to limit fare abuse. Subway crime has decreased 68% since 2000,...

Data Analysis, Publications, automated fare collection, bus, equity, subway

Using Quantitative Methods in Equity and Demographic Analysis to Inform Transit Fare Restructuring Decisions

New York City Transit (NYCT) and the Metropolitan Transportation Authority have integrated race and income equity considerations into their extensive public outreach processes for fare changes. Responding to FTA civil rights, Title VI, and environmental justice requirements, NYCT developed two quantitative and analytical approaches for fore-casting equity impacts...

Operations Improvements, Publications, bus, data analytics, equity, subway

Safeguarding Minority Civil Rights and Environmental Justice in Service Delivery and Reductions; Case Study of New York City Transit Authority Title VI Program

Federal civil rights and environmental justice (EJ) mandates require transit agencies to provide service without racial or income discrimination and to ensure meaningful access by individuals with limited English proficiency. EJ research generally focuses on long-range planning and capital investment decision making. However, for operating agencies, equity in...

Planning & Management, Publications, bus, strategy, subway

Subway Productivity, Profitability, and Performance A Tale of Five Cities

Detailed comparative analyses of New York City subways and four Southeast Asian transit systems revealed that Hong Kong’s subways are profitable because of high asset productivity resulting from a strategic “prudent commercial” design for high utilization and traffic density. Hong Kong subways also have a land-grant financing framework,...

Buzzmaestro, Data Analysis, Projects, bus, data analytics, scheduling/service planning, subway

Demographic Analyses to Inform Transit Fare Policy

One major U.S. transit agency was proposing a significant round of fare restructuring in the face of a structural deficit, and many fare policy options were being considered.  Some of these proposed fare structures involved significant increases and expected diversions of current customers between different fare products (e.g....

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