Time toxicity in cancer patients may offset the modest survival benefits conferred by treatment, thereby reducing the time available for family interaction and personal well-being. This review summarizes the conceptual development, the current status of time toxicity in cancer patients, assessment tools, influencing factors, and interventions related to time toxicity, aiming to provide references for future research and the development of intervention strategies.