The current study assessed the status of feelings of loneliness and subjective age among older adults during the COVID-19 pandemic. We identified the factors underlying the association between the two and explored the role of two potential mediating factors—depressive symptoms and malnutrition. The study also explored how subjective age is changing during the COVID-19 pandemic.