They're marginally effective on Dutch roads, which were overhauled to be cyclist-safe decades ago, with new roads being safe by default. The Dutch approach unfortunately does not reflect even remotely on North American cities. You need a helmet, because stroads[1] guarantee accidents.

[1]: https://www.youtube.com/watch?v=ORzNZUeUHAM