Data Demonstrates Increase in Mobility and Upsurge in COVID-19 Cases
Spireon data shows that 10-14 days after recent spikes in driving activity, there have been corresponding upticks in the number of reported cases of COVID-19.

Spireon gathered and analyzed 8 billion data points nationwide, studying the driving activity of over three million vehicles starting March 1, to understand the relationship between spikes in driving and growth in the number of COVID-19 cases.
Source: Spireon
Spireon, a vehicle intelligence company, revealed an analysis of proprietary consumer driving data that signals a distinct relationship between increased driving that has occurred following stay-at-home orders and increase in COVID-19 cases both at the state and national level.
Specifically, Spireon data shows that 10-14 days after recent spikes in driving activity, there have been corresponding upticks in the number of reported cases of COVID-19.
This timeframe mirrors the incubation period of the virus, with the data serving as another indication that surges in public mobility can lead to an escalation of viral infections.
“As the coronavirus pandemic is sweeping across the nation, claiming the lives of thousands of Americans and causing disruption across industries, analysis of Spireon data shows clearly that having more vehicles on the road has negative implication for the spread of the virus,” stressed Spireon CEO Kevin Weiss. “The correlation between more driving activity and new cases of the virus further substantiates the importance of social distancing. We want these findings to serve as an important public service announcement as we all strategize ways to reopen the economy safely.”
Spireon gathered and analyzed 8 billion data points nationwide, studying the driving activity of more than 3 million vehicles starting March 1, to understand the relationship between spikes in driving and growth in the number of COVID-19 cases. Driving activity was measured against baseline reflecting average driving activity before COVID-19.
At the state level, an analysis of 1.1 million vehicles and 2.5 billion data points shows a significant increase in driving occurred immediately following the shelter-in-place orders in states such as California and Texas.
Subsequently, approximately 10-14 days after the surge in driving, the number of reported COVID-19 cases also rose. The 10-14 day delay in infections matches the duration of the COVID-19 incubation period, as outlined by the World Health Organization.
In Florida and Louisiana, spikes in driving during spring break yielded the same result. Nationwide, driving data reveal a significant uptick in driving over Easter weekend, from Friday, April 10 to Sunday, April 12, which is already beginning to reflect an increase of COVID-19 infections this week.
“As the largest aftermarket telematics supplier in the country, Spireon’s data analysis team has unique visibility to a large volume of commercial and consumer driving data,” said Prem Hareesh, senior vice president of software engineering at Spireon. “As COVID-19 has rapidly transformed American life, our team continues to analyze how state and federal order, major holidays and more are causing spikes in driving that leads to increase in viral infections.”
Spireon data also shows that reported COVID-19 cases notably dropped following a 40-50% downturn in driving activity at both the state and national level in late March. These findings support public health guidelines enforced during the pandemic and illustrate the strong causal relationship between mobility and increased infections.
More Technology

Beyond Vehicles: How Drones and Robots Are Reshaping Work Truck Fleets
AI may guide the future of fleet, but drones and robots could carry out the work. See how work trucks may become hubs for a new mobile workforce.
Read More →
Workhorse Group Plans Mobile AI Data Center
Workhorse Group plans to develop a turnkey, compute-ready, containerized mobile AI data center designed to meet the localized mobile AI infrastructure needs of distributed deployment applications worldwide.
Read More →
Why Vocational Fleets Need Payment Infrastructure That Scales
Fleet downtime isn't the only cost. Discover why scalable payment and invoicing infrastructure is becoming essential for vocational fleet efficiency and loyalty.
Read More →
Pro-Vision Brings AI Hazard Detection to More Camera Views Around the Vehicle
Pro-Vision's latest AI camera and inline processing module help commercial drivers detect pedestrians and vehicles during backing, merging, and lane changes.
Read More →
Motive Announces 2026 Visionary Customer Award Winners
The 2026 Motive Visionary Customer Awards honor forward-thinking leaders across global industries and regions who have harnessed the power of AI to drive measurable improvements in safety, productivity, and profitability in physical operations.
Read More →
Geotab's New AI Connector Could Help Fleets Cut Maintenance Admin and Reduce Downtime
Geotab's new AI connector brings fleet data into ChatGPT and other platforms, helping fleets automate maintenance decisions and reduce downtime.
Read More →
RTA Introduces Ron360 AI Assistant for Fleet360 Users at Government Fleet Expo 2026
Unveiled at Government Fleet Expo 2026, Ron360 embeds AI into Fleet360, helping fleets quickly find data and generate insights.
Read More →How Real-Time AI Coaching Is Changing Fleet Safety
Learn how AI-powered driver coaching, real-time alerts, and behavior-based insights help fleets reduce risk and improve safety.
Read More →AI Is Reshaping Fleet Management Faster Than Most Fleets Realize
Learn more about how AI, data, and operational intelligence are transforming fleet management, replacement planning, and the future of fleet operations.
Read More →
What is Motive Vision?
Motive Vision brings together fleet operators, safety leaders, and industry professionals to collaborate, share insights, and help shape the future of fleet technology. Learn why the Motive innovation summit continues to grow year after year.
Read More →
