Oral Presentations
April 15-16, 2026
Interested in CR2C2 activities and engagement opportunities?
Oral Presentations
April 15-16, 2026
CR2C2 | MRI 3 | Project R3-3
April 16, 2026 | 9:25 - 9:45 | Ballroom
Abstract: Demand Response Transit (DRT) services play a crucial role in rural transportation, especially for people without private vehicles and where fixed-route services are unavailable. However, the exploration of DRT travel patterns—particularly differences tied to demographics such as gender, age, and disability—remains an underdeveloped area of research. This presentation examines who uses rural DRT and how they travel, drawing on two projects using trip-level DRT data from rural Tennessee.
The first project takes a system-level perspective, analyzing when and why riders travel. Using trip purpose data (e.g., medical, dialysis, employment, senior center, shopping), it explores rider patterns by hour of day, day of week, and trip distance. Demographic characteristics are used to asses how travel behavior varies within each purpose.
The second project adopts a rider-centric approach, identifying latent groups of riders with similar travel behaviors. Riders are classified by frequency of use, trips per day, and trip purpose, with demographic characteristics describing each group. The analysis also considers each group's potential readiness for future mobility advancements, such as AVs.
Matthew Davis is a Ph.D. candidate at the University of Tennessee, Knoxville (UTK). His research focuses on public transportation planning and policy with current projects on low-income fares, rural demand response transportation rider travel behavior, and short-term transit ridership forecasting. Davis was honored as the CR2C2 Outstanding Student of the Year at the University Transportation Centers (UTC) Awards Ceremony in 2024. He also received a Dwight D. Eisenhower Graduate Fellowship in 2024 and an American Public Transportation Foundation Board Scholarship from the American Public Transportation Association in 2023. Davis completed a master's degree in Civil and Construction Engineering in 2023 at Brigham Young University (BYU) and has previously interned with AECOM in their transit division from 2022 to 2023, where he worked on large bus rapid transit projects in Houston, Denver, and Columbus.
Read more About CR2C2: https://www.cr2c2.com/about-us/about-cr2c2
Read more About FERSC: https://fersc.utk.edu/