Why predicting urban construction transport demand is so difficult – And why it still matters

Urban freight models are crucial in managing city logistics, yet they often fall short in construction transport. Unlike regular freight flows driven by economic activity and consumer demand, construction logistics are shaped by a unique mix of project-specific and local contextual factors. Traditional freight models, which rely on high-level economic indicators, struggle to deal with …