The saying "Praise in public, correct in private" emphasizes the value of publicly affirming others to build confidence and morale while addressing critiques or sensitive issues in private to preserve dignity and respect. That second part, especially, is very much in line with Jesus' instructions about confronting someone as recorded in Matthew 18. We must do it privately until there is no hearing possible.
