By most definitions, bias includes the negative prior as well as the refusal. For example:
"Bias is an inclination of temperament or outlook to present or hold a partial perspective, often accompanied by a refusal to consider the possible merits of alternative points of view."
"Bias is an inclination of temperament or outlook to present or hold a partial perspective, often accompanied by a refusal to consider the possible merits of alternative points of view."
http://en.wikipedia.org/wiki/Bias.