Tests in the College Entrance Examination Center are not pre-tested before administration. As a result, difficulty of the tests is subjectively estimated by test writers. If we could learn the impact of test item characteristics on the candidates, it will be easier to control test difficulty. Previous studies have pointed out that test characteristics involve variables of problem solving. Studies on Math tests have found four major factors that exert influence on test difficulty: subject content, thinking tactics, number of solution steps, and familiarity with the problem. All these factors can be considered predictors for difficulty. However, these studies did not quantify the factors so as to figure out the probability of getting correct answers. In this study, we adopted the test question structure analysis method, as used in Math tests studies, and analyzed test questions on the basis of physics concepts, the number of physics concepts, mathematical skills, thinking tactics and test levels. The study analyzed 34 questions in the Physics test that address the content of "Dynamics" and "Work and Kinetic Energy" in the field of Mechanics. The focus was on how the abovementioned factors influence the difficulty of questions that contain the same physics concepts. According to the results of the question structure analysis, the number of physics concepts, math skills, innovation and test levels were used as predicting factors. Two models were employed to calculate the estimated percentage of correctness. One model calculated the percentage by the average of all factor indexes; the other obtained the percentage by giving different factors different weights. The factors with different weights were found making better prediction. It could be inferred that all factors might be of different magnitudes. Although there are still rooms to improve the accuracy of the estimated percentage, the current study has proposed a method of quantification of various factors. It is hoped that it could be used in further studies on predicting difficulty of the Physics test.