Heavy Duty Trucking Logo
MenuMENU
SearchSEARCH

Researchers: Big Data Could Move Trucking Better

Researchers at Iowa State University say that using real-time data collected by the U.S. Department of Transportation could help fleets save billions of dollars a year by avoiding congestion.

by Staff
March 2, 2017
Researchers: Big Data Could Move Trucking Better

Photo: U.S. DOT

3 min to read


Photo: U.S. DOT

Researchers at Iowa State University contend that using real-time data collected by the U.S. Department of Transportation could help fleets save billions of dollars a year by avoiding congestion.

The university is working with the Iowa Department of Transportation to identify ways that fleets can increase productivity and improve safety. In doing so, they have determined that leveraging big data could play a pivotal role.

Ad Loading...

“The DOT has a lot of real-time data on the operating conditions of state highways and secondary roads, and it wants to make sure the data is of value to carriers,” said Dave Cantor, an associate professor of supply chain management at Iowa State. “With this data and information, we can improve on-time delivery performance, safe delivery of the freight and minimize idle time.”

While real-time data already being collected by DOT could help fleets refine routes and avoid idle time, the biggest problem that researchers found was that there is no easy way for all fleets to access the information. The data could relay up-to-date information on road conditions, traffic speeds, congestion, accidents and construction projects-- all of which can impede the flow of commerce.

Small fleets with fewer than 100 trucks were found to not have access to the technology or the manpower needed to receive and process DOT data. That puts these companies at a disadvantage compared to large fleets. Researchers surveyed around two dozen logistics and technology providers, large and small carriers and various types of haulers to collect data for the report.

Ad Loading...

“There’s no sense in sending a truck into Des Moines at 4 o’clock in the afternoon if we know the driver is just going to sit in traffic,” said Neal Foster, a former trucking company owner who is part of the research team. “Every truck line that I know wants to reduce accidents and increase safety, and congestion does nothing but enhance accidents. The industry wants to stay away from congestion and slowdowns to improve safety.”

One possible solution floated by the researchers would use electronic logging devices to disseminate information to all fleets. Because the devices will be required on all trucks starting at the end of this year, integrating navigation data into ELD systems would benefit every fleet.

The research group was examined truck parking data, which most trucking companies involved in the survey would like to have access to. The state of Iowa is currently working to provide the information to drivers through an app or another form of technology, rather than using electronic highway signs. Researchers found that while some data exists, information was inconsistent from state to state and would need to be a part of a broader national plan to be effective.

To address all of these concerns, the research team made four recommendations in its report to move forward on a real-time traffic data solution. Researchers recommended conducting a financial cost-benefit analysis to highlight potential savings from a new technology, developing partnership with DOTs in neighboring states, creating a coalition with industry and government leaders, and testing and marketing the technology in Iowa through partnerships with vendors.

 “State DOTs have a lot of information that can benefit the industry,” said Neal Hawkins, associate director for the Institute for Transportation at Iowa State. “However, there is a limitation to this effort when you have just one DOT involved, because so many trucks travel across state borders. It really begs for a bigger coordinated effort.”

More Fleet Management

Mobile tablet showing Motus screen against highway background with Motus logo

FMCSA’s Motus System Is Coming. What Fleets Need to Know Now

FMCSA's long-awaited registration system promises a single portal — and tighter fraud controls. And there are steps you need to take by May 14.

Read More →
Fleet Advantage Generative AI study.

Fleet Advantage: Fleets Embrace Generative AI, but Data Problems Limit Operational Gains

New Fleet Advantage research shows generative AI adoption has exploded among private fleets. But poor data integration and weak ROI tracking are preventing fleets from unlocking AI’s full operational and financial value.

Read More →
Phillips Connect extends Nussbaum trailer life.

How Phillips Connect Helped Nussbaum Transportation Double its Trailer Life

Seven years into deploying Phillips Connect’s smart trailer platform, Nussbaum Transportation has extended trailer life from 10 to 15 years.

Read More →
Ad Loading...
Lance Evans, Director of Safety at K&B Transportation.

Inside Modern Fleet Safety: AI, Cameras & Speed Control at K&B Transportation

How a former commercial vehicle enforcement officer turned director of safety at K&B Transportation is embracing real-world safety technology.

Read More →
TEN disaster prep.
Fleet ManagementMay 1, 2026

How Fleets Can Avoid Equipment Blind Spots in Disaster Response

When the unexpected happens, how you react to, and deal with operational blind spots is critical. Here’s how to keep you recovery on track, when nothing is normal.

Read More →
Illustration of cybersecurity images with "The Cyber Stop" text
Fleet Managementby Ben WilkensApril 30, 2026

AI Security Risks for Trucking Fleets: What to Know About Deepfakes and Agentic AI

As fleets adopt artificial intelligence for routing, maintenance, and load matching, new security risks are emerging. Learn where the vulnerabilities are and how to put the right controls in place.

Read More →
Ad Loading...
CargoNet 2026 Qi report.
Fleet Managementby News/Media ReleaseApril 24, 2026

Cargo Theft Incidents Fall in Q1, but Organized Crime and Impersonation Drive New Risks

CargoNet reports fewer supply chain crime events to start 2026. But losses hold steady as organized crime shifts tactics toward impersonation schemes and high-value goods.

Read More →
Graphic with light bulbs, HDT Truck Fleet Innovators logo, and the word Nominations
Fleet ManagementApril 24, 2026

Nominations Open for HDT Truck Fleet Innovators 2026

Heavy Duty Trucking is searching for forward-looking leaders at trucking fleets as nominations for HDT’s Truck Fleet Innovators 2026. Deadline is May 15.

Read More →
Illustration with trojan horse and lock with inside of cargo container in background
Fleet Managementby News/Media ReleaseApril 23, 2026

New Trojan Driver Cargo Theft Scam Bypasses Carrier Vetting Systems

Cargo theft rings plant operatives as drivers inside legitimate, fully vetted carriers, then execute coordinated thefts that look like a traditional straight theft from the outside.

Read More →
Ad Loading...
ATA Truck Tonnage Index March 2026.
Fleet Managementby News/Media ReleaseApril 22, 2026

March Truck Tonnage Posts Strongest Annual Gain Since 2022

A modest sequential increase capped the strongest quarterly performance in years, signaling continued freight momentum in early 2026.

Read More →