Attitudes toward intimate partner violence against women (IPVAW) are being increasingly recognized as a central issue for comprehensively understanding this complex phenomenon. While IPVAW remains widespread in Latin America, knowledge about it and research on attitudes toward IPVAW are limited. This systematic review synthesized quantitative peer-reviewed studies that address attitudes toward IPVAW in Latin America. The review was conducted between April 2020 and July 2022 in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses recommendations using the Web of Science, Scopus, and PsycINFO databases. In total, 52 of the 149 eligible articles were selected based on the inclusion criteria. Four sets of attitudes toward IPVAW were identified: legitimacy, acceptability, attitudes toward the intervention, and perceived severity. Attitude correlates were the most common research topic in more than half of the studies but were generally focused on a single country. Among the few multi-country studies, the sample of Latin American countries was small. The remaining studies were divided into three research themes: attitude as a predictor, interventions for attitude change, and scale validation. Our study aims to motivate future research on the identified knowledge gaps and may be useful for the implementation of appropriate prevention policies and intervention programs to counter IPVAW on a regional scale.