This study aims to explore the influential factors that reduce risk perception and encourage travel amongst senior citizens. Self-efficacy and social influence are suggested as two antecedents. The moderating roles of destination image and perceived value are also discussed. The results of this study show that self-efficacy has a negative effect on financial risk and socio-psychological risk, whereas social influence has a positive effect on financial risk. In addition, self-efficacy and social influence are important factors that increase seniors’ revisit intentions. Seniors’ environmental risk perception has a significant impact on revisit intention, while socio-psychological risk increases revisit intention. The moderating roles of destination image and perceived value can facilitate the positive effects of self-efficacy and social influence on revisit intention. Furthermore, destination image is also an important moderator that makes seniors neglect the threat of financial loss and travel again in the future.