Along with the changes in the order of academic communication, academic journal columns are hidden and ignored. The purpose of this study is to arouse academic attention and attach importance to the evaluation of academic journal columns. This paper briefly introduced the current situation and research situation of column evaluation. Taking seven psychological journals of CSSCI as the case, based on citation analysis, research on column evaluation was done through quantitative analysis of the impact factors, proportion of cited papers, citations per paper, and non-cited rate of 30 fixed columns. Then the relationship between column evaluation and journal evaluation was discuss, and suggestions were put forward on journal development.