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Here's why the most-ticketed cars story is junk

A recent study from Insurance.com found that owners of the Subaru WRX were the most likely people in the US to be ticketed for traffic infractions, with 33.6 percent of them receiving a citation in the last three years. Coming in a close second and third were drivers of the Pontiac GTO at 32.7 percent and the Scion FR-S at 32.6 percent. At first glance, this report looks like just a mildly interesting anecdote to tell your friends during a lull in conversation, but there seems to be a serious problem with the methodology here that might be blowing these numbers way out of proportion. Insurance.com explains that it based the study on 557,238 drivers who requested online insurance quotes from its service from January 1, 2013 to July 2014. To make it onto the list, a vehicle needed over 50 quotes, and in the end that left 526 models. However, these facts are almost useless because the list isn't based on percentages from the whole pool. The study's ranking comes from owners of specific vehicles, and these numbers aren't mentioned anywhere in the company's press release. All we know about the sample size for each model is that it's higher than 50. Assuming that amount for the WRX means it would only take about 17 people with tickets using the site to put the sporty car in first place. These unknown model sample sizes might explain some of the extremely odd entries on the list. For example, the long-discontinued Mercury Topaz is in seventh place with 28.8 percent of its drivers receiving tickets. The GTO and Toyota Supra are also in the top ten and out of production. Just a few people searching for these vehicles could be the reason for these strange results. Obviously automotive studies have their place, but this one just appears to have gotten confused along the way. Scroll down to read the report to see what we mean. Ticket magnets: The cars with the most violations September 30, 2014 (Foster City, CA) – One in three drivers of the Subaru WRX has a recent traffic violation, according to a study by Insurance.com, the car insurance comparison-shopping website, putting the turbocharged, all-wheel-drive sport-compact atop its ranking of cars that get the most tickets. The most-ticketed brand overall was Scion, with 27.5 percent of all owners reporting a traffic violation. Insurance.com looked at data from 526 models and more than 557,000 recent customers.

Cars most likely to be involved in accidents

Data from Insurify shows which models have the most accident-prone drivers behind the wheel. It also shows the proportion of the drivers of said vehicles with an at-fault accident on record in the past seven years, based on Insurify’s analysis of over 4 million car insurance applications. For reference, the national average is 10.78%, and each of these vehiclesÂ’ drivers represent a statistically significant increase over that. Now, it would be easy to infer that these cars are dangerous, but such is not necessarily the case. Remember, drivers cause accidents, not cars. These just happen to be the cars that accident-prone drivers drive. YouÂ’ll notice that many are mainstream, affordable cars, often with decent crash ratings. Also keep in mind that vehicle accidents are up since the beginning of the pandemic, so no matter what you drive, please drive safely. 10. Hyundai Ioniq This affordable, electrified vehicle platform sneaks into this list with 14.45% of drivers with a recent at-fault accident on record. 9. Lexus CT Another hybrid, this Prius-powered Lexus beats the national average at 14.57%. 8. Toyota Prius V Yet another hybrid, the larger but discontinued member of the Prius family sees 14.72% of its drivers with recent accidents. 7. Mazda CX-3 The Mazda CX-3, which is discontinued for the 2022 model year, sees the accident-prone making up 14.9% of its drivers. 6. Infiniti Q60 The second and final luxury car on this list has more accident-prone drivers than average, at 14.93%. 5. Subaru Impreza The first of two Subarus on this list has 15.1% of drivers with recent accidents on record. 4. Hyundai Genesis Coupe The Genesis Coupe was only on the market for a brief span before it was discontinued and Genesis spun off into its own luxury brand. That said, it too beats the national average for accidents, at 15.29%. 3. Subaru WRX Despite its standard all-wheel drive, the boy-racer WRX has 15.44% of drivers with a prior accident in the last seven years. 2. Kia Stinger We love the Kia Stinger, and had great luck with our long-termer that graced the Autoblog garage for a year. That said, 15.75% of its drivers represent have a recent accident on record. 1. Scion FR-S This fun two-seater attracts the most accident prone drivers, with 15.87% with recent at-fault crashes. Related video: This content is hosted by a third party. To view it, please update your privacy preferences. Manage Settings.

Toyota, Honda, Nissan and more collaborating to increase fuel efficiency

Toyota, Honda, Mazda, Nissan, Subaru, Mitsubishi, Suzuki and Daihatsu have announced an alliance that will see a push to improve fuel economy from both gas-powered and diesel-powered engines by as much as 30 percent before the end of the decade.
The newly assembled Research Association of Automotive Internal Combustion Engines put the roughly $20-million project together, with the Japanese government committing to half the cost while the eight manufacturers will chip in the rest.
According to Automotive News, the automakers will team up and share basic research on internal-combustion engines in a bid to cut costs. Eventually, the results of the research will find its way into a production vehicle, although it's unclear just when we'll see the fruits of this partnership on the road.