Try increasing the humidity in your home. There are humidifiers on the market or even steam from your shower should help. Homes tend to be less humid in winter making it easier for static electricity to build up. A change in footwear may help too; some materials generate more static electricity when rubbed on a carpent than others. Btw, did you know that lightening is really just a humongous static electricity shock?! Zap!