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Background Women continue to be underrepresented in cardiology and even more so in leadership positions. We evaluated the trends and gender differences in the guideline writing groups of the American College of Cardiology/American Heart Association (ACC/AHA), Canadian Cardiovascular Society (CCS), and European Society of Cardiology (ESC) guidelines from 2006 to 2020. Methods and Results We extracted all guidelines authors from 2006 to 2020, assessed their gender from publicly available profiles, and compared differences based on subspecialties and specific societies. Stratified and trend analyses were performed using χ 2 and average annual percentage change/average 5 year percentage change. A total of 80 ACC/AHA (1288 authors [28% women]), 64 CCS (988 authors [26% women]), and 59 ESC (1157 authors [16% women]) guidelines were analyzed. A significant increase in inclusion of women was seen in ACC/AHA (12.6% [2006] to 42.6% [2020]; average annual percentage change, 6.6% [2.3% to 11.1%]; P =0.005) and ESC (7.1% [2006] to 25.8% [2020]; average annual percentage change, 6.6% [0.2% to 13.5%]; P =0.04), but the trend remained similar in CCS (20.6% [2006] to 36.3% [2020]; average annual percentage change, -0.1% (-3.7% to 3.5%); P =0.94), guideline authors. More women were coauthors in the ACC/AHA and ESC guidelines when women were chairs of guidelines. There was a persistent disparity of women among guideline authors for general cardiology and all subspecialties, except for pediatric cardiology and heart failure guidelines. The appointment of women authors as a chair was significantly low in all societies (22.4% [ACC/AHA], 16.9% [CCS], and 7.2% [ESC]; P =0.008). Conclusions There is a significant disparity in the inclusion of women on all national guideline committees, in addition to serving as a chair of cardiology guidelines. Further advocacy is required to promote equity, diversity, and inclusion in our cardiology guidelines globally.