Driver holding a smartphone displaying a rideshare app with a new ride request while seated behind the wheel of a car

As ride-hailing regained momentum after the sharp slowdown in travel during the pandemic, city officials and transportation researchers have been left with a basic question that remains surprisingly hard to answer: Where, exactly, are rideshare-related crashes rising fastest? While no comprehensive national ranking currently exists, public reports and academic studies still offer insight into how rideshare activity and crash concerns have changed in several major cities since 2019.

The Government Accountability Office said in a 2024 report that ridesourcing services help meet transportation needs for many people in the United States, while also noting that policymakers and advocacy groups have raised persistent safety concerns around the industry.    

To better understand what public records do show, Temple Injury Law, a personal injury law firm, reviewed government and academic sources on crash reporting, ride-hail activity, and urban traffic safety. 

Research has linked ride-hailing growth to higher crash risk

Some of the strongest research suggests the safety issue is not limited to the passenger inside the car. A National Bureau of Economic Research working paper linked the arrival of ride-hailing services in U.S. cities to a roughly 3% increase in traffic fatalities and fatal accidents, affecting not only vehicle occupants but also pedestrians and cyclists. Researchers said the increase affected not only drivers and passengers, but also pedestrians and cyclists. 

The study also found ride-hailing growth was associated with more vehicle miles traveled, greater congestion, more traffic delay, higher gasoline consumption, and more new car registrations. Importantly, it did not find clear evidence that ride-hailing reduced drunk-driving-related fatal crashes enough to offset these risks.

New York offers one of the clearest local snapshots

New York offers one of the clearest local case studies because the city publishes recurring crash data involving Taxi and Limousine Commission-licensed vehicles and separately identifies high-volume for-hire services as the category that includes companies such as Uber and Lyft. The city’s TLC says its Local Law 31 crash reports and monthly FHV data are updated on an ongoing basis, creating a rare public window into how for-hire crash patterns change over time. 

These public records show that crash totals involving TLC-licensed vehicles remain substantial. The city’s Local Law 31 data show 3,967 total crashes in January 2019. Those numbers should be read carefully: they reflect all TLC-licensed vehicle classes, not only app-based rideshare vehicles, and they also capture a market that changed dramatically during and after the pandemic. Still, the same data also show black-car crash involvement at a large scale, with 3,183 black cars involved in crashes in January 2019 and 803 in January 2024. 

Chicago’s data shows how quickly exposure grew

Chicago provides another useful, if incomplete, signal. A city report on public passenger vehicles said its analysis relied on Uber and Lyft data from the city study period. Earlier Chicago reporting found that vehicle miles traveled by transportation network providers with passengers increased by 344% from 2015 to 2018, underscoring how quickly exposure grew even before the pandemic era. In 2019, the city also said ride-hailing use had grown 271% in recent years. 

While those figures do not amount to a city crash ranking, they show why large urban markets remain central to the debate over rideshare safety. More trips on the road, especially in congested corridors, can mean more opportunities for collisions, even if cities do not publish a clean yearly rideshare crash count. Still, the data highlights why cities with heavy rideshare activity remain central to ongoing traffic safety discussions, especially in dense urban corridors where pickup and drop-off traffic increased significantly after 2019. 

Insights from cities highlight rideshare safety patterns



In a four-city analysis covering Las Vegas, Reno, Portland, and San Antonio, researchers examined weekly injury crashes around periods when Uber launched, stopped service, and later resumed operations. The results were mixed. Uber’s return was associated with fewer alcohol-involved injury crashes in Portland and San Antonio, but not in Reno. In Portland, the decline was especially sharp: researchers estimated a 61.8% reduction, or about 3.1 fewer alcohol-involved injury crashes per week. But the same study found no evidence that Uber’s return reduced total injury crashes or serious crashes overall.

In New York City, a separate study using trip-level ride-hailing data pointed in the other direction for dense urban areas. Researchers found that each additional 100 rideshare trip origins within a taxi zone-hour was associated with 4.6% higher odds of any injury crash in that zone-hour. The association was found for motorist and pedestrian injury crashes, but not cyclist injury crashes. 

However, what public data still cannot cleanly show is a definitive national leaderboard of post-2019 increases in rideshare crashes by city. California’s CPUC, for example, says public TNC annual reports for 2021 to 2024 were suspended, and public 2014 to 2020 reports were delayed, leaving a major hole in one of the country’s most important rideshare markets. 

The broader traffic safety picture remains serious

The broader traffic backdrop also matters. NHTSA estimated that 39,345 people died in traffic crashes in 2024, down 3.8% from 2023 and marking the first year since 2020 that fatalities fell below 40,000. Even with that improvement, federal officials said the toll remains high, and the ongoing challenge for cities is understanding which modern traffic patterns (including curbside pickup activity, distracted driving, deadheading, and denser for-hire traffic) are adding risk in specific places. 

Why stronger local reporting matters beyond city rankings

For now, the clearest takeaway is less about declaring a single “worst” city than about recognizing how uneven crash transparency still is. New York has one of the most visible public reporting systems. Chicago has released substantial ride-hail operating data. California has acknowledged major delays in public reporting. And across the country, researchers continue to find that ride-hailing’s safety effects are not uniform: it may reduce some alcohol-related crashes in certain markets while also increasing crash exposure in busy pickup and drop-off zones.

As more cities debate curb management, congestion policy, and traffic safety enforcement, the lack of local crash details may become harder to ignore. Without clearer public reporting, one of the country’s most common transportation habits will remain among the hardest traffic-safety trends to measure.