This study examined the associations between adult education and training (AET) participation, educational attainment, literacy skills, gender, and race/ethnicity among the U.S. adult population aged 25 to 65 years old (n = 5,450). Given the socioeconomic advancements of women and racial/ethnic minorities in the last few decades, including higher educational attainment, increased labor force participation, and greater income, and as new data becomes available, it is important to re-examine AET participation by gender and race/ethnicity in the U.S while controlling for educational attainment and literacy skills. This study employed the 2012/2014 Program for International Assessment of Adult Competencies (PIAAC) public-use file (PUF). Binary logistic regression was used to examine (1) any AET; (2) formal AET; and (3) non-formal AET across all variables of interest. Indeed, educational attainment and literacy skills are associated with greater AET participation. Further analyses showed that more women than men participated in all forms of AET, and there were some variations in AET participation by racial/ethnic minorities. More Black, Hispanic, and other racial/ethnic minority adults participated in formal AET, and more Black adults participated in all forms of AET, compared to their White counterparts. This study also provides within-race/ethnicity group variations. [This is the online version of an article published in "Journal of Adult and Continuing Education."]