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Paper

Logistics of Zoning, Zoning for Logistics: Toward Healthy and Equitable Development for Urban Freight

 
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Publication: Journal of the American Planning Association
Pages: 1-18
Publication Date: 2025
Summary:

As warehousing and distribution centers (W&D) rapidly expand, nearby communities, especially those that have been historically marginalized, face growing health risks from increased freight traffic. This research examines how local and state zoning decisions across the U.S. influence the placement and regulation of W&D facilities, and whether those actions consider environmental justice (EJ) principles.

Abstract

Problem, research strategy, and findings: Warehousing and distribution center (W&D) expansion has raised concerns about the disproportionate exposure of nearby communities to freight traffic and its resulting health consequences. While local governments wield several tools to manage logistics-related development, few may be as consequential to public health disparities as zoning. In this study we synthesized the state of recent U.S. zoning actions related to W&D, examining their role as tools—or barriers—for advancing public health in communities historically burdened by freight traffic. Specifically, we investigated 92zoning actions at 67 locations (51 municipalities, 9 counties, and 7 states) and assessed the level at which environmental justice (EJ) principles informed these actions. The most common zoning actions were discretionary decisions on site permits (n ¼ 32). While we offer examples of councils considering EJ issues raised by communities, discretionary processes have drawbacks. Other actions include long-term plans (n ¼ 17), land use definitions (n ¼ 13), development standards (n ¼ 12), and conditional use permitting (n ¼ 14). We also examined four state-level policies. Many regulations restrict by-right W&D development with little indication that these changes are intended to benefit historically burdened communities.

Takeaway for practice: Local jurisdictions lack a unified regulatory approach to W&D. However, long-term plans and state environmental policies guide jurisdictions with the most EJ-explicit actions. Equitable and healthy urban freight requires clear strategic land use priorities and environmental safeguards for vulnerable communities but could also include flexibility for W&D development outside conventional industrial areas. We discuss how these findings fit into contemporary debates about zoning and urban freight planning

Authors: Travis FriedDr. Sarah Dennis-BauerDr. Anne GoodchildOliver Olmedo, Carla Tejada, Otgondulam Bolbaatar, Julian D. Marshall, Lizándro García
Recommended Citation:
Fried, T., Tejada, C., Dennis-Bauer, S., Bolbaatar, O., Goodchild, A., Marshall, J. D., … García, L. (2025). Logistics of Zoning, Zoning for Logistics: Toward Healthy and Equitable Development for Urban Freight. Journal of the American Planning Association, 1–18. https://doi.org/10.1080/01944363.2025.2515134
Article

The Role of Walking in Last-Mile Urban Deliveries

 
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Publication: Transportation
Publication Date: 2025
Summary:

Most of a delivery driver’s time is spent outside the vehicle, walking the last 50 feet to reach the delivery customers while the vehicle is stationary. However, little is known about the walking component of delivery routes, while most models and algorithms used for scheduling and planning urban freight vehicles focus solely on the driving component. This study fills this research gap by providing an empirical analysis of the role of walking in last-mile deliveries. The study aims to empirically quantify delivery drivers’ walking distances and shed light on the interrelation between walking and the overall efficiency and sustainability of delivery routes. Two data samples were obtained that recorded more than 1,800 real deliveries performed by a parcel carrier and a beverage carrier in Seattle, WA. Data on both vehicle routes and drivers’ walking sub-routes were obtained and analyzed. Dwell time regression analyses and simulations were performed to understand the impact of walking on last-mile routes. The results highlighted the importance of walking across different types of deliveries. Both carriers either walked longer distances to find better parking or to serve multiple delivery customers from a single stop. The parcel carrier also showed large economies of scale in performing multiple deliveries per stop. An increase in willingness to walk showed a general reduction in the number of stops per route and in total vehicle miles traveled. The paper concludes with a discussion on the importance of walking in scheduling and planning for delivery vehicles in urban areas.

Recommended Citation:
Dalla Chiara, G., Goodchild, A. The role of walking in last-mile urban deliveries. Transportation (2025). https://doi.org/10.1007/s11116-025-10633-6.
Paper

Evaluating Spatial Inequity in Last-Mile Delivery: A National Analysis

 
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Publication: International Journal of Physical Distribution & Logistics Management
Volume:  54 (5)
Pages: 501-522
Publication Date: 2024
Summary:

This study introduces a first-of-a-kind modeling framework to evaluate the equity impacts of last-mile ecommerce delivery in U.S. cities. Analyzing data across 41 metropolitan areas, the research finds that populations of color experience significantly higher exposure to delivery traffic—about 35% more than white populations—despite ordering fewer packages. The framework helps planners assess baseline equity performance and test urban freight strategies.

Purpose

Despite large bodies of research related to the impacts of e-commerce on last-mile logistics and sustainability, there has been limited effort to evaluate urban freight using an equity lens. Therefore, this study proposes a modeling framework that enables researchers and planners to estimate the baseline equity performance of a major e-commerce platform and evaluate equity impacts of possible urban freight management strategies. The study also analyzes the sensitivity of various operational decisions to mitigate bias in the analysis.

Design/methodology/approach

The model adapts empirical methodologies from activity-based modeling, transport equity evaluation, and residential freight trip generation (RFTG) to estimate person- and household-level delivery demand and cargo van traffic exposure in 41 U.S. Metropolitan Statistical Areas (MSAs).

Findings

Evaluating 12 measurements across varying population segments and spatial units, the study finds robust evidence for racial and socio-economic inequities in last-mile delivery for low-income and, especially, populations of color (POC). By the most conservative measurement, POC are exposed to roughly 35% more cargo van traffic than white populations on average, despite ordering less than half as many packages. The study explores the model’s utility by evaluating a simple scenario that finds marginal equity gains for urban freight management strategies that prioritize line-haul efficiency improvements over those improving intra-neighborhood circulations.

Originality/value

Presents a first effort in building a modeling framework for more equitable decision-making in last-mile delivery operations and broader city planning.

Authors: Travis FriedDr. Anne Goodchild, Ivan Sanchez Diaz (Chalmers University), Michael Browne (Gothenburg University)
Recommended Citation:
Fried, T., Goodchild, A.V., Sanchez-Diaz, I. and Browne, M. (2024), "Evaluating spatial inequity in last-mile delivery: a national analysis", International Journal of Physical Distribution & Logistics Management.
Paper

Long-Term Planning for a Mixed Urban Freight Fleet with EVs and ICEVs in the USA

 
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Publication: Sustainability
Volume: 16 (8)
Publication Date: 2024
Summary:

Commercial electric vehicles (EVs) have increasingly gained interest from urban freight companies in the past decade due to the introduction of economic and policy drivers. Although these factors promote urban freight electrification, some barriers hinder the transition to fully electric fleets, such as the significant monetary investment required to replace the current internal combustion engine vehicles (ICEV) and the lack of readily available electric freight vehicles. Due to these barriers, for the foreseeable future, urban freight companies will operate mixed fleets with a combination of EVs and ICEVs to balance their cost/benefit trade-offs. This intermediate operational stage will allow companies to adjust their operations, test EVs, and decide if a fully electric fleet is the best choice.

This paper focuses on urban last-mile deliveries in the USA and proposes a long-term planning model to explore the effects of external factors (i.e., fuel costs) on planning decisions (i.e., EV share) for a mixed fleet. In the context of this paper long-term planning is the planning for the infrastructure needed for the introduction of EVs (i.e., fleet composition and charging station location). The goal of the proposed model is to minimize the fuel, EV, ICEV, and EV charger costs.

The results show that the EV share of a mixed fleet is affected by gasoline and electricity prices and the distances traveled in a given network. This paper shows that the EV share of a mixed fleet increases when the gasoline cost increases and the electricity cost decreases.

Recommended Citation:
Goulianou, Panagiota, Amelia Regan, and Anne Goodchild. 2024. "Long-Term Planning for a Mixed Urban Freight Fleet with EVs and ICEVs in the USA." Sustainability 16, no. 8: 3144. https://doi.org/10.3390/su16083144
Article

The State of Sustainable Urban Last-Mile Freight Planning in the United States

 
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Publication: Journal of the American Planning Association
Volume: 2024
Pages: 1-14
Publication Date: 2024
Summary:

Problem, research strategy, and findings
The transportation sector is the largest contributor of greenhouse gas emissions in the United States. To articulate how cities may combat rising emissions, municipalities throughout the country have produced climate action and sustainability plans that outline strategies to reduce their carbon footprints from transportation. At the same time, last-mile delivery—also known as urban freight—is becoming an increasingly important component of urban transport emissions due to the rise of e-commerce. However, few cities are overtly pursuing policies to reduce emissions from this subsector. In this research we used content analysis to determine the extent to which major cities (based on population and growth) were considering or actively developing sustainable urban freight practices. We developed a simple contextual scale to compare the comprehensiveness of planning trends between cities. This content analysis also identified the strategies those cities are considering. Our findings show that fewer than half (45%) of the studied cities have considered last-mile freight in sustainability planning at all. Of those, only 17 (29%) have articulated an intent to dedicate resources toward achieving that goal.

Takeaway for practice
We found that urban freight planning is still in its infancy in terms of actions taken by municipal agencies. Though some cities have comparatively comprehensive plans dedicated to the industry, most are just now scratching the surface. Those cities lacking dedicated last-mile freight plans can learn from those other cities initiating pilots and collecting data from the industry. We point out also, though, that urban freight planning requires an understanding of the stakeholders, namely, delivery companies, and the first step for many cities is to initiate communication and collaboration with the private sector to better understand the environmental impact of urban freight in their city.

Last-mile goods delivery, and the externalities associated with it, is on the rise in urban areas (Buldeo Rai et al., Citation2017; World Economic Forum, Citation2020). The increase in urban deliveries can be attributed to changes in consumer demand, new or better services offered by companies, and the increase in the urban population. E-commerce has changed the way customers interact with companies by offering platforms outside traditional shopping channels (Wagner et al., Citation2020). Services including same-day delivery, prepared food delivery applications, and grocery delivery services have resulted in the growth of e-commerce-related urban freight trips (Rotem-Mindali & Weltevreden, Citation2013) as well as an increase in the number of vehicles competing for limited space on city infrastructure (Chen et al., Citation2016; Viu-Roig & Alvarez-Palau, Citation2020). Cities, then, have been increasingly affected by the local air and noise pollution, greenhouse gas (GHG) emissions, congestion, and road safety hazards associated with last-mile delivery vehicle activities. Air and noise pollution have immediate, negative impacts on the health of urban populations, and GHG emissions are contributing to long-term climate change (U.S. Environmental Protection Agency, Citation2016). Dense, highly populated, and rapidly growing cities can expect to see an increase in goods-related vehicle traffic of up to 30% in the coming decade (World Economic Forum, Citation2020).

Our research is part of a larger project aimed at identifying ways to reduce emissions from last-mile goods movement and the challenges that exist to implementation of those strategies. Throughout this article we use urban freight and last-mile delivery or goods movement interchangeably. This research is centered on the planning aspect of urban freight. Policy problems, in this case emissions from freight, are often referenced in long-range planning documents and solutions are offered. Planning documents can be a useful tool to identify the scale and scope of resources being allocated to a problem. Our research is the first to ask: What is the state of sustainable urban last-mile freight planning in U.S. cities?

In particular, we address the following questions:

  • How do U.S. cities define urban freight?
  • What strategies are U.S. cities considering to reduce last-mile delivery emissions?
  • How often are freight strategies considered in urban planning?
  • What is the context in which sustainable last-mile strategies are referenced?

We answered these research questions by performing a scan of the relevant policy documents published by major U.S. cities. We first identified which sustainable last-mile strategies cities were seeking to implement. Then we evaluated the degree to which those strategies were incorporated into city planning documents: Were there tests or pilots ongoing, or was the reference intended to guide policy decisions in the future? Our analysis here provides a general overview of how widespread sustainable urban freight planning is in U.S. cities.

This article is organized as follows: The next section describes the methods used to select U.S. cities to evaluate, extract prescient references from those cities’ planning documents, and the evaluation tool developed for our research. Next, we describe findings from the review of the city plans, organized by research subquestions listed above. We show that the definition of urban freight has been inconsistent and that few cities have considered multiple strategies, much less dedicated resources to testing those strategies. Findings are followed by a discussion of the key findings and conclusions. We found that there were model cities pursuing multiple sustainable freight avenues from which other cities less familiar with the industry could gain valuable knowledge.

Recommended Citation:
Maxner, T., Dalla Chiara, G., & Goodchild, A. (2024). The State of Sustainable Urban Last-Mile Freight Planning in the United States. Journal of the American Planning Association, 1–14. https://doi.org/10.1080/01944363.2024.2324096