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This study analyzed data from 4,457 adults aged 60+ in the 2018 Longitudinal Study of Aging and Health to identify predictors of depressive symptoms and assess whether digital inclusion mediates the effects of living arrangements. Weighted logistic regression examined associations, and generalized structural equation modeling assessed mediation, adjusting for demographic, health, and social factors. Living with non-spouse\/non-child members, rural residence, disability, chronic disease, lower education, and limited social participation were linked to higher depression risk. In rural areas, device-only use reduced this risk. This digital pathway fully mediated the protective effects of \u201cLiving Alone\u201d or \u201cLiving with Spouse Only\u201d and partially offset the risks of \u201cLiving with Others.\u201d No mediation effects were found in urban areas. 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