Introduction: To evaluate the effectiveness and safety of long-acting GnRH agonist follicular and GnRH antagonist protocols among women undergoing in vitro fertilization (IVF) using data published in both English-language and Chinese studies. Methods: We systematically searched the PubMed, Embase, Cochrane, CNKI, and Wanfang databases up to March 2019 for studies comparing long-acting GnRH agonist follicular and GnRH antagonist protocols in women undergoing IVF. The primary outcome was live