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We aimed to identify subgroups within age, racial/ethnic, and transmission categories that drive increased risk for late HIV diagnosis (LHD).    A 1996–2013 retrospective study of HIV-diagnosed individuals (N = 77,844) was conducted. The proportion of individuals with LHD (AIDS diagnosis within 365 days of HIV diagnosis) was determined, stratified by age, race/ethnicity, and transmission category. Logistic regression with interaction terms was used to identify groups/subgroups at risk for LHD during 1996–2001, 2002–2007, and 2008–2013.    Respectively, 78%, 27%, 38%, and 31% were male, White, Black, and Hispanic. Overall, 39% had LHD with a 6.7% reduction for each year increase (OR = 0.93, 95% CI = 0.93–0.94, p &lt; 0.01). Older age was significantly associated with increased odds of LHD (OR range = 1.90–4.55). Compared to their White counterparts, all Hispanic transmission categories (OR range = 1.31–2.58) and only Black female heterosexuals and men who have sex with men (MSM) (OR range = 1.14–1.33) had significantly higher odds of LHD during 1996–2001 and/or 2002–2007. Significance was limited to Hispanic MSM (all age categories), MSM/IDUs (30–59 years), and heterosexuals (18–29 years) and Black MSM (30–39 years) during 2008–2013.    Older individuals and Hispanics (driven by MSM) are at increased risk for LHD. HIV testing interventions directed at seniors and Hispanic MSM can further reduce rates of LHD.

Identifying subgroups within at-risk populations that drive late HIV diagnosis in a Southern U.S. state