The hottest issue of Korean society in 2013 is absolutely ‘creative economy’. The whole country is in the grip of creativity fever. However, ironically, people in our school and society actually tend to reject creative people and creative ideas, even when they regard creativity as important. Regarding these hypocritical double standards on creativity in our society, Mueller raises ‘anti-creativity bias’ issue. In this context, this paper explores the ‘anti-creativity bias’ issue in our society where creativity is really the high aspiration. To create a sound creative climate and to better understand creativity itself, this study explores diverse theoretical and practical evidences on the bias against creativity in our society and present possible ideas to resolve the anti-creativity biases in our society.