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

Cummins Charts Its Next Move
Technologyby Staff and News ReportsJuly 24, 2026

Cummins Introduces Phased Model Year 2027 Launch Strategy

According to officials, the approach is designed to maintain regulatory compliance, support customer production schedules, and provide additional time to ramp production in a disciplined manner that helps ensure a successful transition for the industry.

Read More →
A photo of an Amtrak train with a logo
Managementby Alex RomanJuly 24, 2026

Biz Briefs: STV teams with Amtrak, Motorcoach Operators Boost Fleet and Land Contracts, and More

From manufacturers and suppliers to transit agencies and motorcoach operators, these updates offer a snapshot of the projects, partnerships and business moves driving the industry forward.

Read More →
Nathaniel P. Ford Sr., named President/CEO at DART
Managementby Alex RomanJuly 22, 2026

DART Taps Nathaniel P. Ford Sr. as Next President/CEO

Since 2012, Ford has served as the CEO of the Jacksonville Transportation Authority

Read More →
Ad Loading...
Maintenance Leadership for a Changing Industry
Managementby Alex RomanJuly 22, 2026

AC Transit’s Cecil Blandon on Building the Next Generation of Transit Maintenance Leaders

The agency’s maintenance chief discusses leadership, workforce development, zero-emission technology, and preparing technicians for the future of public transportation.

Read More →
California High Speed Rail in High Desert Corridor
Railby Alex RomanJuly 21, 2026

California High-Speed Rail Authority Signs MOU to Advance High Desert Corridor

The agreement deepens collaboration between the California High-Speed Rail Authority and the High Desert Corridor Joint Powers Agency, supporting design integration, cost savings, and faster delivery of a key Southern California rail link.

Read More →
TechnologyJuly 20, 2026

Building the Next Generation of Transit Technology

In this edition of METROspectives, Luminator CEO Magnus Friberg discusses the company's transformation, the growing role of AI and software, and what's next for transit technology.

Read More →
Ad Loading...
What Transit Agencies Get Wrong About Data METROspectives episode with strada360's Steve Lassey
Sponsoredby Alex RomanJuly 20, 2026

How Data, Strategy, and Community Engagement Are Reshaping Transit

In this edition of METROspectives, strada360 CEO Steve Lassey discusses how transit agencies can better align planning with operations, leverage data to improve decision-making, and build public trust as they prepare for the future of mobility.

Read More →
A rider validating a tap payment on a Masabi validator.
Technologyby Staff and News ReportsJuly 17, 2026

Biz Briefs: Masabi Teams with St. Louis Metro and More

In METRO's latest installment, we take a look at recent news from Transdev, Hitachi, and more partnerships making headlines across the transportation sector.

Read More →
Two Metra locomotives on rail tracks.
Railby StaffJuly 16, 2026

Metra Begins Drone Pilot Project to Boost Safety and Security

The project is funded through a $620,000 grant from FEMA’s Transit Security Grant Program, which provides transit agencies with funding for projects intended to protect critical transportation infrastructure and the traveling public.

Read More →
Ad Loading...
A rendering of ATP's light rail system in Pleasant Valley
Railby StaffJuly 16, 2026

Austin Transit Partnership Selects Stadler to Manufacture Light Rail Vehicles

The award marks the conclusion of a series of major procurements over 18 months, as outlined in ATP’s delivery plan, and keeps Austin Light Rail on track.

Read More →