METRO Magazine Logo
MenuMENU
SearchSEARCH

Algorithms may lead to more efficient public transit

Researchers will spend the next two years poring over the data and leading studies to help the MBTA better understand its ridership.

by By Greg St. Martin
February 11, 2019
Algorithms may lead to more efficient public transit

MBTA Green Line stops at Northeastern University.  Photo: Adam Glanzman-Northeastern University

4 min to read


MBTA Green Line stops at Northeastern University. Photo: Adam Glanzman-Northeastern University

Riders of the Massachussettss Bay Area Transit (MBTA) system use the Transit app to plan trips, get real-time information on service, and set alerts for departure times. These interactions provide data about how riders use the app and navigate the transit system.

But little has been done with this treasure trove of information in the two years since the MBTA formed a partnership with Transit in 2016 — until now.

Ad Loading...

Daniel T. O’Brien, an associate professor at Northeastern, is leading a team of researchers that will spend the next two years poring over the data, organizing it into a much more accessible database, and leading studies intended to help the MBTA better understand its ridership.

“Every interaction a user has with the app gives us a snapshot in time of how someone is choosing to navigate that public transit system,” O’Brien said.

“This project will offer brand new insight into how people navigate the public transit system. The insights we produce, which themselves are novel, can be repeated and implemented consistently and incorporated into the MBTA system.”

The researchers will work to shed greater light on how riders navigate the MBTA system, how satisfied they are with its service, how their travel plans change when routes close or snowstorms strike, and how well-equipped the MBTA is to respond to these disruptions.

The researchers will use data from the Transit app to build algorithms and provide analyses that the MBTA can implement to improve service and refine its policies.

The researchers will use data from the Transit app to build algorithms and provide analyses that the MBTA can implement to improve service and refine its policies. O’Brien said that his team may also explore whether customer satisfaction surveys from MBTA riders and data records from CharlieCards, which riders use to board trains and buses, could be used to help develop the systems it builds for the MBTA to track and forecast service.

Ad Loading...

Their findings will have implications beyond Boston’s transportation system. The Transit app is used in more than 175 cities worldwide, and analyses resulting from this work can help inform how the app is being used more broadly, O’Brien said.

The Massachusetts Department of Transportation funded the project by awarding a two-year, $300,000 grant to the Boston Area Research Initiative, which is based at Northeastern’s School of Public Policy and Urban Affairs.

“We’re excited to partner with the Boston Area Research Initiative in analyzing the wealth of data available via the Transit app,” said MBTA Deputy GM Jeff Gonneville. “We’re always looking for ways to better understand how our customers use the system. We’ve endorsed the Transit app as the best way for customers to plan their trips, and the opportunity to better understand how our customers get to their homes and jobs and loved ones through analyzing Transit’s data will give us a unique perspective when we consider service issues and future projects.”

O’Brien, who co-directs the Boston Area Research Initiative, said the data could reveal much more than is currently known about the habits of MBTA riders. While records from CharlieCards reveal only where riders enter the MBTA system, riders can use the Transit app to plot their full trips, with a starting point and a destination.

While records from CharlieCards reveal only where riders enter the MBTA system, riders can use the Transit app to plot their full trips, with a starting point and a destination

O’Brien said that the research team could, for example, analyze the data to see how riders reacted each time Red Line service on the MBTA was suspended over the past two years. Did they all flock to a certain bus line, or look up how long it would take for an Uber to arrive to pick them up? O’Brien said the research team could build algorithms that the MBTA could run in real time to proactively respond to, and possibly even anticipate, such disruptions.

Ad Loading...

In order to learn more about customer satisfaction, the Northeastern research team and the MBTA have discussed the idea of surveying riders who use the Transit app and comparing their attitudes toward the MBTA with how transit service performed on those riders’ routes.

“This project will offer brand new insight into how people navigate the public transit system, and it’s more than just a one-time academic study,” O’Brien said. “The insights we produce, which themselves are novel, can be repeated and implemented consistently and incorporated into the MBTA system.”

This article was originally posted on News@Northeastern

Topics:Technology

More Technology

Cover Photo for METROspectives with Timothy Menard
TechnologyMarch 5, 2026

How AI and Innovation Are Powering the Future with LYT’s Timothy Menard

Menard discusses how data-driven signal prioritization is improving efficiency, reliability, and ridership, while offering insight into the innovations driving the next generation of smart mobility. Together, they explore how technology and collaboration are paving the way for a more connected, sustainable future in transit.

Read More →
An NJ TRANSIT bus
Technologyby StaffMarch 4, 2026

NJ Transit Pilots AI-Powered Digital Bus Stop Signs

The pilot program showcases two companies’ technology at eight bus stops. The companies submitted their ideas through the Transit Tech Lab, which is backed by the Partnership Fund for New York City and provides an accelerated pathway for early to growth-stage companies to solve public transportation challenges for the largest transit agencies in North America.

Read More →
Cover photo for Biz Briefs
Technologyby Staff and News ReportsFebruary 26, 2026

Biz Briefs: Hitachi Rail in Philadelphia, Keolis in Nantucket, and More

Stay informed with these quick takes on the projects and companies driving progress across the transportation landscape.

Read More →
Ad Loading...
MBTA passengers at rail station
Technologyby StaffFebruary 24, 2026

Boston's MBTA Advancing Major Signal Modernization to Improve Red Line Reliability

To accomplish this work, the MBTA announced that four phases of temporary evening service changes will begin on February 28 and continue through April.

Read More →
Wiki Honolulu Airport shuttle
Technologyby Staff and News ReportsFebruary 20, 2026

Biz Briefs: Electric Shuttles in Hawaii, STV and LA Metro's Clean Bus Program, and More

From strategic partnerships to acquisitions and service expansions, the industry continues to evolve at a rapid pace. 

Read More →
Portrait of Joshua Schank, Ph.D., alongside the ACES Mobility Coalition logo.
Managementby StaffFebruary 16, 2026

ACES Mobility Coalition Selects Joshua Schank as New Executive Director

Veteran transportation innovator to lead coalition as it pushes nationwide expansion of shared autonomous mobility.

Read More →
Ad Loading...
Cover photo for Biz Briefs
Technologyby StaffFebruary 16, 2026

Biz Briefs: Glydways Breaks Ground in ATL and More!

In this edition of Biz Briefs, we highlight the latest developments shaping the future of mobility — from manufacturers and technology providers to transit agencies and motorcoach service operators.

Read More →
Denver RTD riders using Tap-n-Ride fare payment system.
Technologyby StaffFebruary 13, 2026

Denver's RTD Sees Strong Early Adoption of Tap-n-Ride Fare System

RTD aims to have 15% of all fare payments by individual customers made via Tap-n-Ride by the end of 2026, as awareness of this contactless payment option grows.

Read More →
A Picture of Ster Seating's Parent/Child transit seating product.
Technologyby StaffFebruary 10, 2026

Ster Seating, Maryland Transit Launch First Parent/Child Transit Seat in North America

The configuration uses Ster Seating's Gemini seat platform to create a family-friendly floor layout specifically engineered to accommodate parents traveling with young children.

Read More →
Ad Loading...
Cover photo for Biz Briefs
Technologyby Staff and News ReportsFebruary 6, 2026

Biz Briefs: Bus and Railcar Orders, Tech, and More

In this edition of Biz Briefs, we highlight the latest developments shaping the future of mobility — from manufacturers and technology providers to transit agencies and motorcoach service operators.

Read More →