demand is largely inelastic, e.g., automobile liability coverage, taxes do not affect self-insurance … positive relation between self-insurance and state taxes is detected, consistent with consumers opting to self-insure rather … approximately $140 million or 7.5 percent of current coverage. As expected, tax effects vary with the elasticity of demand. When …