Characterizing factors associated with palliative care (PC) use in patients with stage III and VI head and neck cancer using Anderson's behavioral model of health service use. A retrospective study of the 2004 to 2020 National Cancer Database.gg METHODS: We used multivariate logistic regression to assess the association of predisposing, enabling, and need factors with PC use. We also investigated the association of these factors with interventional PC type (chemotherapy, radiotherapy, surgery) and refusal of curative treatment in the last 6 months of life. Five percent of patients received PC. "Predisposing factors" associated with less PC use include Hispanic ethnicity (adjusted odds ratio [aOR], 086; 95% confidence interval [CI], 0.76-0.97) and white and black race (vs white: aOR, 1.14; 95% CI, 1.07-1.22). "Enabling factors" associated with lower PC include private insurance (vs uninsured: aOR, 064; 95% CI, 0.53-0.77) and high-income (aOR, 078; 95% CI, 0.71-0.85). "Need factors" associated with higher PC use include stage IV (vs stage III cancer: aOR, 2.25; 95% CI, 2.11-2.40) and higher comorbidity index (vs Index 1: aOR, 1.58; 95% CI, 1.42-1.75). High-income (aOR, 0.78; 95% CI, 0.71-0.85) and private insurance (aOR, 0.6; 95% CI, 0.53, 0.77) were associated with higher interventional PC use and lower curative treatment refusal (insurance: aOR, 0.82; 95% CI, 0.55, 0.67; income aOR, 0.48; 95% CI, 0.44, 0.52). Low PC uptake is attributed to patients' race/culture, financial capabilities, and disease severity. Culturally informed counseling, clear guidelines on PC indication, and increasing financial accessibility of PC may increase timely and appropriate use of this service.