Study Says: Ride-Sharing Success Relies on Passenger Compatibility

Travelling with people with whom you are agreeable with is key to making ride sharing or carpooling work, according to a study.

In the research initiated by University of Waterloo professor Bissan Ghaddar and published in Transportation Research Part C, Ghaddar found that ensuring that ride-sharers are with passengers they actually like could potentially decrease total car use by nearly 60 percent. For Ghaddar, his study opens the doors to challenging prevailing beliefs about ride-sharing and developing a system in which the social component plays a major factor.

"Usually carpooling is about just matching people depending on geographical location and time of schedule," says Ghaddar. "We wanted to include the social aspect into the equation, because it's always awkward when there is silence in the car, especially if it's a long commute."

Ghaddar and his fellow researchers used the data in their research to develop GRAAL, a system they describe as "a data-driven methodology for GReen And sociAL carpooling."

Using Twitter feeds of would-be carpoolers to obtain data about their subject's personal interests, the researchers then looked at their social circles to determine an 'enjoyability measure.' The study factored in the like-mindedness of subjects by looking at their favorite topics, as well as their 'homophily,' a technical term for people's tendency to socialize with similar types of people.

As an aside, Ghaddar and his co-researchers also held a survey where people were asked to choose between a greener but less social-friendly ride option and a more social but less sustainable ride. Out of 237 responses, 39 percent opted for the latter choice.

Using a computer algorithm developed with IBM and two Italian universities, Ghaddar proceeded to match ride-sharers based not only on their identified personal preferences, but also their location and schedule. The researchers then applied this matchmaking algorithm on actual carpoolers in San Francisco and Rome.

At the study's conclusion, the researchers determined that happy, compatible ride sharers led to a 40 percent decline in car use in San Francisco and a 57 percent reduction in Rome.

"With the current new disruptive technologies for cars coming into effect, we're seeing nowadays that there's a shift to shared economy models, where people are planning to own less and less cars," Ghaddar said. "This could be a system that could put a dent in gridlock, reduce pollution and make commuting to work more enjoyable.”

"As a carpooler myself, I can't overestimate the importance of compatibility," Ghaddar said in closing.

With our jeepney culture, something tells me that being agreeable with other passengers and tolerating annoying people won’t be a major adjustment for us Filipinos.

© en.wikipedia.org

Read All

Featured Articles

Recommended Articles For You

Read All

Featured Cars

  • Upcoming

Car Articles From Zigwheels

  • News
  • Article Feature
  • Advisory Stories
  • Road Test
  • DOTr to LTO: suspend DL confiscations
    DOTr to LTO: suspend DL confiscations
    Ruben Manahan IV . Jan 09, 2026
  • Honda unveils ‘Prelude HRC Concept’ at Tokyo Auto Salon 2026
    Honda unveils ‘Prelude HRC Concept’ at Tokyo Auto Salon 2026
    Paulo Papa . Jan 09, 2026
  • Toyota puts spotlight on prototype GR Yaris Morizo RR Edition at Tokyo Auto Salon 2026
    Toyota puts spotlight on prototype GR Yaris Morizo RR Edition at Tokyo Auto Salon 2026
    Ruben Manahan IV . Jan 09, 2026
  • Subaru unveils 'WRX STI' prototype at ongoing Tokyo Auto Salon 2026
    Subaru unveils 'WRX STI' prototype at ongoing Tokyo Auto Salon 2026
    Cesar Miguel . Jan 09, 2026
  • Geely Motor PH locks in at 7k-unit sales goal for 2026
    Geely Motor PH locks in at 7k-unit sales goal for 2026
    Ruben Manahan IV . Jan 09, 2026
  • New year, new ride: new-gen Kia Seltos
    New year, new ride: new-gen Kia Seltos
    Paulo Papa . Jan 09, 2026
  • New year, new ride: Geely Farizon V6E
    New year, new ride: Geely Farizon V6E
    Cesar Miguel . Jan 09, 2026
  • New year, new ride: Kia EV5
    New year, new ride: Kia EV5
    Paulo Papa . Jan 09, 2026
  • New year, new ride: Mitsubishi Xpander Hybrid
    New year, new ride: Mitsubishi Xpander Hybrid
    Paulo Papa . Jan 09, 2026
  • New year, new ride: JAC JS6 PHEV
    New year, new ride: JAC JS6 PHEV
    Cesar Miguel . Jan 08, 2026
  • Avoid road trip horror stories this 'Undas' with these tips
    Avoid road trip horror stories this 'Undas' with these tips
    Ruben Manahan IV . Oct 20, 2025
  • Here are ways to avoid road rage
    Here are ways to avoid road rage
    Paulo Papa . Sep 23, 2025
  • How well do you understand traffic signs?
    How well do you understand traffic signs?
    Cesar Miguel . Sep 09, 2025
  • How car collectors can take advantage of Liqui Moly products
    How car collectors can take advantage of Liqui Moly products
    Ruben Manahan IV . Sep 08, 2025
  • Do you still need to wash your car after it rains?
    Do you still need to wash your car after it rains?
    Cesar Miguel . Jun 12, 2025
  • Ford Ranger Raptor V6: off-road conqueror is a decent daily driver
    Ford Ranger Raptor V6: off-road conqueror is a decent daily driver
    Cesar Miguel . Jan 07, 2026
  • ELECTRIA: Changan Hunter 4x4 Knight is crushing stigma around pickup trucks
    ELECTRIA: Changan Hunter 4x4 Knight is crushing stigma around pickup trucks
    Ruben Manahan IV . Jan 02, 2026
  • First drive: Radar RD6 Econ
    First drive: Radar RD6 Econ
    Cesar Miguel . Dec 02, 2025
  • Changan Nevo Q05: efficiently speedy
    Changan Nevo Q05: efficiently speedy
    Cesar Miguel . Nov 25, 2025
  • ELECTRIA: VinFast VF 3 - When simplicity just works
    ELECTRIA: VinFast VF 3 - When simplicity just works
    Cesar Miguel . Nov 24, 2025