I grew up in the 60's with winter static and, yes, you can get a real jolt. As kids we used to chase each other around, which made it all the worse when you got caught. My recollection was that leather sole shoes on Sunday were the worst but nothing seemed to spare you..
Ultimately, the solution was, and, I fear, still is, a humidifier (See also #29). Humidifiers have the advantage of also addressing the other problems of the ultra dry winter air (e.g., hair, skin, sinuses, static cling), not just the shocks. It can either be added to the HVAC for the whole house or individual units for the largest rooms. It does not have to be humid, just not so dry. Just barely below the point you start to get condensation on the inside of windows, and glasses with ice, is best.
In the 80's there were "new" ultrasonic humidifiers that were great and they are so much less expensive now. Some people have concerns about refilling and also bacteria. Refilling is what it is, for room units. There are carbon sticks you can put in the water for bacteria. I never liked adding chemicals to the water. The humidifiers we tried that used heat, rather than ultrasonic, started to get mineral deposits on the heating coils right away.