Tax collection efficiency as a measure of the tax collection, the goal of which is to protect the tax collection full and timely collection, and its intrinsic meaning has been controversial． Misunderstanding the efficiency of tax collection will affect the actual work performance． Understanding the meaning of efficiency of tax collection, the authors summarize the relevant literature, discriminate the measure of the efficiency of tax collection and influencing factors, and hope to provide constructive advice for the enforcement．