Incorporating mobility-on-demand into public transit in suburban areas: A comparative cost-effectiveness evaluation
Document Type
Journal Article
Publication Date
2025
Subject Area
mode - bus, mode - taxi, mode - car, land use - impacts, land use - urban density, economics - subsidy, economics - value of time
Keywords
Transit Incorporating Mobility-on-Demand (TIMOD), cost-effectiveness
Abstract
Transit Incorporating Mobility-on-Demand (TIMOD) represents the public–private partnerships in which transit agencies incorporate MOD services to supplement fixed-route transit. This study evaluates the cost-effectiveness of TIMOD compared to buses, driving, and ride-hailing in suburban settings. For each alternative, it estimates the marginal costs for travelers, service providers, and transportation externalities, which constitute the marginal social cost. In the study cases, TIMOD is the least cost-effective option, with marginal social cost approximately 20% higher than TNCs and over three times higher than driving. For travelers, TIMOD costs more than driving but less than buses and ride-hailing when considering time value and fare. The cost of TIMOD declines as population density increases. Suburbs with less bus services and higher income residents benefit more from TIMOD, realizing greater reductions in time costs compared to buses. Transit agencies should explore alternative ways to improve mobility for disadvantaged suburban residents by offsetting driving costs and subsidizing TNCs fares.
Rights
Permission to publish the abstract has been given by Elsevier, copyright remains with them.
Recommended Citation
Cai, M., Ashour, L. A., Shen, Q., & Chen, C. (2025). Incorporating mobility-on-demand into public transit in suburban areas: A comparative cost-effectiveness evaluation. Transportation Research Part D: Transport and Environment, 144, 104775.

Comments
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http://www.sciencedirect.com/science/journal/13619209