%0 Journal Article %K ride-hailing; ride-pooling; transportation network companies; agent-based traffic simulation; deadheading; vehicle repositioning; dynamic ride-matching; multimodal mode choice; emergent system behavior; BEAM %A Haitam Laarabi %A Zachary Needell %A Rashid Waraich %A C Anna Spurlock %B Smart Cities %D 2026 %N 4 %R 10.3390/smartcities9040062 %T Rethinking Pooled Ride-Hailing as Large-Scale Simulations Reveal System Limits %U https://escholarship.org/uc/item/8pg550tp %V 9 %8 04/2026