Importance: With rapidly aging populations globally, there is a lack of evidence on effective fall prevention strategies among community-dwelling older people in resource-constrained areas.Objective: To assess the effectiveness of a fall prevention program integrated in primary health care systems on the risk of falls among Chinese rural older adults.Design, Setting, and Participants: A 12-month, open-label, cluster randomized clinical trial, conducted in 128 rural villages from 4 Chinese provinces, involving adults 60 years or older at risk of falls (recruitment from September 19, 2023, to November 15, 2023; last follow-up, January 15, 2025).Interventions: The fall prevention intervention, consisting of balance and functional exercises and community-engaged health education, was integrated with the rural primary health care system. The control group received usual care, health education alone, without active involvement with the communities.Main Outcomes and Measures: The primary outcome was the proportion of participants who reported at least 1 fall in 12 months following the intervention. Six secondary outcomes included the rate of falls, 3 measures of functional mobility, the proportion of participants who reported fall-related injury, and health-related quality of life. Fall-related data were collected via quarterly participant self-reports supported by a calendar; functional mobility was measured at baseline and 12-month follow-up using validated measures.Results: Of the 2616 participants recruited, 6 died before randomization and 2610 (median age, 70.0 years [IQR, 66.4-74.2]; 1553 female [59.5%]) were randomized either to the intervention group (1311 from 64 villages) or to the control group (1299 from 64 villages). During a mean follow-up of 358.0 (SD, 31.3) days, 388 participants (29.7%) in the intervention group reported falling at least once during the 12-month follow-up compared with 497 (38.3%) in the control group (odds ratio, 0.67; 95% CI, 0.48-0.91; P = .01). All secondary outcomes favored the intervention except the Timed Up and Go Test (for functional mobility), which showed no significant difference.Conclusions and Relevance: This cluster randomized trial found that integrating a fall prevention program in a primary health care system was associated with a significant reduction in the risk of self-reported falls among Chinese rural older people. This intervention, comprising balance and functional exercises and community-engaged health education, has the potential to be scaled-up in China and other low- and middle-income countries with rapidly growing aging populations.Trial Registration: Chinese Clinical Trial Registry Identifier: ChiCTR2300075879