ImportanceHearing loss appears to have adverse effects on cognition and increases risk for cognitive impairment. These associations have not been thoroughly investigated in the Hispanic and Latino population, which faces hearing health disparities.ObjectiveTo examine associations between hearing loss with 7-year cognitive change and mild cognitive impairment (MCI) prevalence among a diverse cohort of Hispanic/Latino adults.Design, Setting, and ParticipantsThis cohort study used data from a large community health survey of Hispanic Latino adults in 4 major US cities. Eligible participants were aged 50 years or older at their second visit to study field centers. Cognitive data were collected at visit 1 and visit 2, an average of 7 years later. Data were last analyzed between September 2023 and January 2024.ExposureHearing loss at visit 1 was defined as a pure-tone average (500, 1000, 2000, and 4000 Hz) greater than 25 dB hearing loss in the better ear.Main outcomes and measuresCognitive data were collected at visit 1 and visit 2, an average of 7 years later and included measures of episodic learning and memory (the Brief-Spanish English Verbal Learning Test Sum of Trials and Delayed Recall), verbal fluency (word fluency—phonemic fluency), executive functioning (Trails Making Test–Trail B), and processing speed (Digit-Symbol Substitution, Trails Making Test–Trail A). MCI at visit 2 was defined using the National Institute on Aging-Alzheimer Association criteria.ResultsA total of 6113 Hispanic Latino adults were included (mean [SD] age, 56.4 [8.1] years; 3919 women [64.1%]). Hearing loss at visit 1 was associated with worse cognitive performance at 7-year follow-up (global cognition: β = −0.11 [95% CI, −0.18 to −0.05]), equivalent to 4.6 years of aging and greater adverse change (slowing) in processing speed (β = −0.12 [95% CI, −0.23 to −0.003]) equivalent to 5.4 years of cognitive change due to aging. There were no associations with MCI.Conclusions and relevanceThe findings of this cohort study suggest that hearing loss decreases cognitive performance and increases rate of adverse change in processing speed. These findings underscore the need to prevent, assess, and treat hearing loss in the Hispanic and Latino community.