Background The pathogenesis of glioma is very complicated and the molecular mechanisms have not been clearly demonstrated so far. CircRNA CDR1as as non-coding RNA was highly expressed in multiple human cancers and promoted tumorigenesis and cancer progression. However, there were no reports to address the roles of CDR1as in glioma.Methods In this study, we used glioma cell lines to investigate the function of CDR1as. Cell viability, colony formation, migration, invasion, gene expression, luciferase activity, miRNA-circRNA interaction, protein-circRNA interaction, and tumor formation in vivo were assessed.Results We found that CDR1as is up-regulated in human glioma tissues and cell lines, and its expression is significantly associated with the prognosis of patients with glioma. Loss-of-function studies revealed that CDR1as increases glioma cell proliferation, migration, and invasion in vitro and tumor growth in vivo. We showed that CDR1as can bind miR-514a-3p and act as a sponge of miR-514a-3p. Furthermore, we identified that the expression of STAT3 is regulated by miR-514a-3p and CDR1as as the direct target of miR-514a-3p. Additionally, the decreased glioma cell malignancy by CDR1as knockdown can be reversed by miR-514a-3p inhibitor and overexpression of STAT3. CDR1as knockdown can result in the down-regulated expression of PCNA, Ki67, N-cadherin, and MMP9 and up-regulated expression of E-cadherin. Moreover, the aberrant expression of these genes by CDR1as knockdown also can be reversed by miR-514a-3p inhibitor and overexpression of STAT3.Conclusions Taken together, our findings uncover the molecular mechanisms of CDR1as-mediated the progression of glioma through the miR-514a-3p/STAT3 signaling pathway. These results will provide a theoretical basis for further understanding of the molecular mechanisms of glioma tumorigenesis and developing new therapeutic targets.