data phobic adjective1 •Tending to avoid using data in decision-making; preferring intuition, tradition, or authority to data-based decisions.That may not be a welcome suggestion; many proponents of data-driven instruction will swear that teachers are historically "data phobic." — 2006 formsmore data phobic · more data-phobic · most data phobic · most data-phobic