Bad credit can increase insurance premiums as insurers use credit-based scores to predict risk and potential for claims. These specialized scores differ from regular credit scores and consider additional factors. Poor credit-based insurance scores may lead to higher premiums or denial of coverage, but consumers can work on improving their credit to potentially reduce future premiums.