Background: The purpose of this meta-analysis was to explore the efficacy of exercise as a nonpharmacologic intervention to reduce cancer-related fatigue (CRF) among adult cancer survivors. We also investigated how different components of the exercise prescription (Ex R x ), methodologic considerations, and subject characteristics modulate CRF.Methods: A systematic search for randomized controlled trials was conducted using words related to cancer, exercise, and fatigue.Results: In total, 44 studies with 48 interventions qualified, including 3,254 participants of varying cancer types, stages of diagnosis, treatments, and exercise interventions. Cancer survivors in exercise interventions reduced their CRF levels to a greater extent than usual care controls, d þ ¼ 0.31 (95% CI ¼ 0.22-0.40), an effect that appeared to generalize across several types of cancer. CRF levels improved in direct proportion to the intensity of resistance exercise (b ¼ 0.60, P ¼ 0.01), a pattern that was stronger in higher quality studies (b ¼ 0.23, P < 0.05). CRF levels also reduced to a greater extent when interventions were theoretically driven (b ¼ 0.48, P < 0.001) or cancer survivors were older (b ¼ 0.24, P ¼ 0.04).Conclusions: Exercise reduced CRF especially in programs that involved moderate-intensity, resistance exercise among older cancer survivors and that were guided by theory.Impact: Our results indicate exercise interventions for adult cancer survivors should be multi-dimensional and individualized according to health outcome and cancer type. Cancer Epidemiol Biomarkers Prev; 20(1); 123-33.