Introduction: For patients presenting to an emergency department with a chief complaint of chest pain, current American Heart Association guidelines recommend that time from emergency department arrival to completion of electrocardiogram be 10 minutes or less. The aim of this study is to evaluate if differences still exist amongst a diverse patient population presenting to a busy urban emergency department with a chief complaint of chest pain. Methods: This retrospective study looked at 3,419 patients who presented to the Emergency Department with any complaint of chest pain during the medical screening examination. Arrival time and time of first electrocardiogram along with age, gender, race, ethnicity and primary language were extracted from electronic health records. Results: For all patients, the mean time to electrocardiogram was 12.5 minutes (95% CI: 12.1-12.7) and 49.9% of all patients received an electrocardiogram within 10 minutes of arrival. Mean time for men was 11.6 minutes and for women 13.3 minutes (P<0.0001); in addition 54% of men and 44.4% of women had electrocardiogram done within 10 minutes of arrival (P<0.0001). No differences were found with regards to primary language, race or ethnicity of patients. Mean time to electrocardiogram for patients less than 40 years old was 14.6 minutes, which was significantly longer than patients equal or older than 40 years, who’s mean time was 11.9 minutes (p<0.0001). The effect of age was observed across gender, race, ethnicity and primary language spoken by the patients.  Conclusions: Patient presenting to the emergency department with chest pain are subject to several biases that potentially create health disparities. In this study we show that younger patients and women had a delay in time to electrocardiogram showing biases are still an issue.