This fall, both of my kids went back to school—and so did I, beginning my pursuit of a doctorate of business administration. A decision rooted in curiosity, purpose and a desire to lead with impact.

In education, as in psychology, clarity matters. Yet in everyday conversations about teaching and learning, terms like learning theory and pedagogy are often used interchangeably. Phrases such as “We ...