OBJECTIVE: To conduct a meta-analysis to explore the optimal dosage of Tai chi exercise that positively influences the sleep quality of the older people. METHODS: A literature search was conducted from 2004 to October 2024 in PubMed, Embase, Web of Science, Google Scholar, Cochrane Library, and Chinese databases (CNKI and Wanfang) for randomised controlled trials in Chinese and English on Tai chi improving sleep quality in the older people. Data extraction and verification were performed by two independent researchers. Additionally, a meta-analysis of the mean difference (MD) and 95% confidence interval (CI) was conducted using RevMan 5.4. RESULTS: A total of nine randomised controlled trials involving 1,166 older participants were included. Compared with the control group, Tai chi significantly reduced the total Pittsburgh Sleep Quality Index (PSQI) scores in the older people [MD = - 1.53, 95% CI (- 2.18, - 0.89), p <
0.001], with heterogeneity results Q = 53.63, df = 12, and I CONCLUSION: Older individuals engaging in at least 150 min per week of Tai chi practice can improve sleep quality. Beyond this threshold, extending the duration of individual practice sessions or the exercise programme does not yield additional benefits for sleep quality.