The engulfment of apoptotic leukocytes (efferocytosis) by macrophages during the resolution of inflammation is essential for tissue homeostasis and results in macrophage reprogramming/immune-silencing. However, a distinct subset of resolution phase macrophages loss their phagocytic capacity following intense efferocytosis, and hence were termed satiated macrophages. Here, we show using an unbiased RNA-Seq analysis that non-phagocytic macrophages express a distinct IFN-β-related signature. Moreover, we report elevated levels of IFN-β in peritoneal and broncho-alveolar exudates during the resolution of peritonitis and pneumonia in mice, respectively. Elimination of endogenous IFN-β impairs, whereas the treatment with exogenous IFN-β enhances, bacterial clearance, PMN apoptosis, efferocytosis and macrophage reprogramming. Moreover, through STAT3, IFN-β promotes apoptosis of human PMN. Finally, we show exacerbated skin fibrosis in D6/ACKR2-deficient mice is associated with reduced IFN-β levels and can be rescued by exogenous IFN-β. Collectively, our results identify IFN-β produced by resolution phase macrophages as a novel multi-pronged effector cytokine in resolving inflammation and skin fibrosis.