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Background Although β-blocker treatment is generally contraindicated in patients presenting with acute cocaine intoxication due to concern for unopposed α-receptor stimulation, some studies have reported that β-blocker treatment did not increase adverse events in these patients. As this treatment is still controversial, we performed a meta-analysis of observational studies on this topic. Methods By searching three electronic databases (MEDLINE, EMBASE, and the Cochrane Library) from their inception to June 11, 2018, we identified eight observational studies with 2,048 patients who presented to hospital with cocaine-associated chest pain or after recent cocaine use. Outcomes of interest were myocardial necrosis or infarction (MI) and death during hospital stay or follow-up. Pooled relative risks (RRs) with 95% confidence intervals (CIs) were calculated by using a random-effects meta-analysis based on the DerSimonian-Laird method. Results Among patients presenting with cocaine-associated chest pain or recent cocaine use, there was no significant difference in in-hospital all-cause mortality (RR, 0.59; 95% CI, 0.24 - 1.47) and MI (RR, 1.24; 95% CI, 0.74 - 2.06) between patients who did and did not receive β-blocker treatment during their hospital stay. During long-term follow-up (mean 2.6 years), there was no significant difference in all-cause mortality (RR, 0.79; 95% CI, 0.44 - 1.41) and MI (RR, 0.96; 95% CI, 0.40 - 2.33) between the two groups. Conclusions These results suggest that β-blocker treatment in patients presenting with cocaine intoxication may not be as harmful as originally believed. Further clinical studies are needed to investigate this topic.