This meta-analysis investigated the efficacies of intra-arterial chemotherapy (IAC) plus intravesical chemotherapy (IVC) versus IVC alone in patients with non-muscle-invasive bladder cancer (NMIBC), and preoperative IAC versus preoperative intravenous chemotherapy (IV) in patients with bladder cancer. We also assessed the adverse reactions (ARs) of IAC. We searched the PubMed, Embase, Cochrane Library, and Web of Science databases for English articles published before April 2021. The qualities of cohort studies and randomized controlled trials were analyzed using the Newcastle-Ottawa Scale and Cochrane risk-of-bias tool, respectively. Effect outcomes were computed by random-effects and fixed-effects models. Statistical analyses were conducted using Stata 16.0 and RevMan v5.3.0. A total of seven articles were included. The analysis revealed that IAC plus IVC significantly prolonged recurrence-free survival (RFS) (hazard ratio [HR] = 0.55, 95% confidence interval [CI] = 0.40-0.76, I(2) = 0%) and progression-free survival (PFS) (HR = 0.59, 95% CI = 0.37-0.97, I(2) = 0%) compared with IVC alone in NMIBC patients after transurethral resection of bladder tumor (TURBT), but had no effect on overall survival (OS), tumor recurrence interval, or tumor-specific death rate. Preoperative IAC had no significant OS benefit compared with preoperative IV in bladder cancer patients. Regarding ARs, patients treated with IAC were significantly more likely to develop grade 1-2 ARs, including nausea/vomiting (odds ratio [OR] = 26.38, 95% CI = 1.88-370.79, I(2) = 78%), neutropenia (OR = 10.15, 95% CI = 3.01-34.24, I(2) = 0%), hypoleukemia (OR = 5.49, 95% CI = 1.38-21.82, I(2) = 26%), and increased alanine aminotransferase (OR = 12.28, 95% CI = 2.24-67.43, I(2) = 0%), but there was no significant difference between grade 1-2 ARs and grade 3-4 ARs in terms of increased creatinine in patients treated with IAC. Therefore, administration of IAC plus IVC after TURBT improved RFS and PFS compared with IAC alone in patients with NMIBC. IAC was associated with mild ARs and was well tolerated by most patients.