After that, the researchers obtained data on all fast tickets issued in Florida and identified those belonging to Lyft drivers.
The data showed one thing clearly: Lyft has incentives for its drivers to avoid traffic violations, and they are working. “Compared to the public of the parking drivers, our sample is less likely to quickly, especially more than 10 mph on the maximum,” the team writes. “As a result, our analysis examines only 1423 quotes for speed.” Although it is less than you expect, this is more than enough to do some statistics about the frequency of these martyrs.
Animus
There are many confusing factors that may affect whether someone is withdrawn and cited, such as his gender, making his car, etc. The researchers deal with this in two ways. For one analysis, the researchers themselves have chosen a set of factors included in the potential confusing effects on the analysis. For the second, they relied on machine learning to determine the factors that will be considered in the analysis. Both signs led to similar results.
The results are clearly closed similar to the previous research. Lyft drivers in Lyft were likely to be withdrawn about 30 percent and were martyred at speed (the two analyzes produced the results of 24 and 33 percent). Once the martyrdom, they are also likely to receive higher fines, either 23 or 34 percent more than white drivers.
The remaining question was the reason why the police could act out of bias, or can try to deter minority drivers because they are more likely to lead. Therefore, the researchers compared the actual frequency of speed based on GPS data and accidents used as a substitute for problematic driving habits. None of these major differences appeared between minorities and white drivers.
Therefore, researchers are left to conclude that it is simply due to what they call “Animus” against minority drivers by the police. The problems exceed the effect of the fines themselves. Researchers note that most auto insurance service providers provide discounts on drivers to avoid traffic violations. This indicates that minorities are facing an additional burden of pushing more just because of the ability to drive with insurance, which is legally required by the United States.
Knowledge, 2025.Dw: 10.1126/Science.adp5357 (About Dois).