ObjectivesAdherence to lifestyle modification (diet, exercise, and alcohol cessation) for fatty liver disease (FLD) management remains challenging. The study examined stigma, barriers, and factors associated with motivation to adhere to lifestyle modification in a diverse and vulnerable population with FLD.MethodsFrom 2/19/2020 to 2/28/2022, 249 FLD patients within San Francisco safety-net hepatology clinics were surveyed along with clinical data taken from medical records. Multivariable modeling assessed factors associated with motivation to adhere to lifestyle modification in a cross-sectional study.ResultsMedian age was 53 years, 59% female, 59% Hispanic, 25% Asian/Pacific Islander, 9% White, and 2% Black, 79% were non-English speakers, 64% had ≤ high school education, and 82% reported <$30,000 annual income. Common comorbidities included hyperlipidemia (47%), hypertension (42%), diabetes (39%), and heavy alcohol use (22%). Majority (78%) reported experiencing stigma, 41% reported extreme motivation, and 58% reported ≥ two barriers. When controlling for age, sex, Hispanic ethnicity, alcohol consumption, BMI, >high school (coef 1.41, 95% CI 0.34-2.48), stigma (coef 0.34, 95% CI 0.07-0.62), and depression (coef -1.52, 95% CI -2.79 to -0.26) were associated with motivation.ConclusionsStigma is commonly reported among FLD patients. Interventions to enhance patient education and mental health support are critical to FLD management, especially in vulnerable populations