'penalize' originates from the Latin word 'poena', meaning 'penalty'.

'poena' transformed into the French word 'penaliser', and eventually became the modern English word 'penalize'.

Initially, it meant 'to impose a penalty', and this meaning has largely remained the same in modern usage.