Gender equality, with an emphasis on female education, has been designated by the United Nations as one of the 17 Sustainable Development Goals (SDGs) to be completed by 2030, since gender disparity is a major impediment to scientific and economic progress. This study was carried out in an effort to address the gender gaps that can be seen in academic and scientific publications. The purpose of this study is to describe the gender distribution of editorial board members and editors-in-chief across geriatrics journals with high impact factors. Clarivate Journal Citation Reports (JCR) 2021 were used to guide the selection of geriatric and gerontology journals utilizing Scopus All Science Journal Classification Codes. The genders of the editors-in-chief and editorial board members were determined and analyzed using publicly accessible data. A total of 47 geriatric journals with an average impact factor of 4.27 were examined. Of the 65 editors-in-chief, 21 (32%) were women, whereas 876 female editorial members were found out of a total of 2414, which constitutes 36% in total. Despite making up 60% of the geriatric medical workforce, women are still underrepresented on editorial boards and as chief editors in well-known geriatric periodicals.