Speed Demons: How Inconsistent Speeds on Urban Highways Cause Crashes
"GPS data reveals the hidden dangers of speed variance on elevated expressways."
Urban expressways are designed to move traffic quickly and efficiently through crowded cities. These high-speed roadways, with limited access and fewer interruptions, offer a seemingly safer alternative to surface streets. But the reality is more complex. While expressways aim to maintain consistent speeds, the ebb and flow of urban traffic often leads to significant speed variations, creating dangerous conditions.
Unlike traditional freeways, urban expressways feature closely spaced ramps connecting to surface roads, often with restricted lane configurations. This design, coupled with heavy traffic, makes expressways prone to bottlenecks and sudden slowdowns. The result is a constantly shifting landscape of speed, where drivers must navigate frequent changes in pace.
Now, a new study leverages GPS data to explore the impact of these speed variations on safety. By analyzing the movements of thousands of taxis on Shanghai's elevated expressways, researchers have uncovered a clear link between inconsistent speeds and increased crash risk. This article dives into their findings, revealing the hidden dangers of speed variance and offering insights into how to make urban expressways safer.
The Perils of Speed Variance: Why Inconsistent Speeds Lead to Accidents

Previous research has identified several factors that contribute to crashes on urban expressways, including roadway design, traffic flow, and weather conditions. However, the role of speed variance – the degree to which speeds fluctuate along a roadway – has been difficult to quantify due to limitations in data collection.
- Spatial Speed Variance: Measures how much the speed changes across different locations on the road.
- Temporal Speed Variance: Captures the changes in speed at a specific location over time.
Slowing Down Accidents: Practical Steps for Safer Highways
The study's findings underscore the importance of addressing speed variance on urban expressways. Transportation planners and traffic engineers can use this information to develop strategies for mitigating crash risk and improving safety.
One approach is to implement active traffic management systems (ATMS) that dynamically adjust speed limits based on real-time traffic conditions. These systems can help to smooth out speed variations and prevent sudden slowdowns, reducing the likelihood of accidents. Further, improving ramp designs and lane configurations may reduce bottlenecks and create a more consistent flow of traffic.
While this study focused on Shanghai's expressways, the lessons learned are applicable to urban highways around the world. By understanding the dangers of speed variance and taking proactive steps to manage it, we can create safer and more efficient transportation networks for all.