Lucas doesn't get the sharp winter swings that crack springs through contraction the way colder climates do - this area sits in a moderate heat band, and the failure pattern here is closer to plain fatigue than weather shock. A spring is rated for a set number of open-close cycles, and once a household's daily use runs that count down, the spring lets go, often on an ordinary afternoon, not during a storm.
What does show up specific to Lucas: household income here runs well above the wider service area's median, and higher-income households in newer subdivisions tend toward larger, heavier insulated doors and stronger openers - both of which put more daily load on the torsion spring than a lighter single-layer door would. Heavier doors don't fail faster on their own, but they make a worn spring's last few cycles more sudden and more likely to drop the door hard.
With roughly 2,724 households in Lucas built inside a tight few years of each other, a good number of springs are aging out on a similar timeline - which is part of why this is one of the more common calls we get from this side of town.