Fear of fat is MOST strongly associated with?

Eating disorders.

Explanation:

Fear of fat, or excessive concern about one's body size or weight, can lead to disordered eating habits and various types of eating disorders, such as anorexia nervosa, bulimia nervosa, or binge-eating disorder.