We are phobic about flying, but not about driving - although driving is vastly more dangerous.
phobic pho·bic (fō'bĭk)
Of, relating to, arising from, or having a phobia. n.
One who has a phobia.
-phobic or -phobous
Having a fear of or an aversion for: photophobic.
Lacking an affinity for: lyophobic.