BACKGROUND AND OBJECTIVES: Cross-sectional studies have suggested a potential association between living alone and hypertension risk, but longitudinal evidence remains limited. We aimed to investigate the correlation between living alone, alterations in living arrangements, and hypertension risk among older adults utilizing a population-based longitudinal design. RESEARCH DESIGN AND METHODS: The study included 8 782 older adults (≥65 years) without hypertension from the Chinese Longitudinal Healthy Longevity Survey. Participants were surveyed during the 2008 and 2011/2012 waves and were subsequently followed up in the next wave. Hypertension was defined as systolic blood pressure ≥140 mmHg and/or diastolic blood pressure ≥90 mmHg, or a self-reported diagnosis of hypertension by a physician. Cox proportional hazards model was used to explore the association between living alone and hypertension. Additionally, we analyzed how switching living arrangements during the follow-up period affects hypertension. RESULTS: During a median follow-up of 2.8 (1.7-3.0) years, 2 750 hypertension events occurred. Compared with living with family, the hazard ratio (HR) (95% confidence interval [CI]) of living alone was 1.19 (1.06-1.33) for hypertension. Similarly, persisting in living alone during follow-up increased the risk of hypertension compared to continuing to live with family (HR 1.24; 95% CI: 1.06-1.45). Compared to married participants who continued to live with family, widowed/divorced participants who transitioned from living with family to living alone experienced a higher risk of hypertension (HR 1.21; 95% CI: 1.00-1.47). Stratified analyses showed that living alone was only associated with an increased hypertension risk for participants aged >80, men, and rural residents. DISCUSSION AND IMPLICATIONS: Living alone at baseline or persisting in living alone during follow-up correlated with increased hypertension risk. Divorced or widowed individuals who transitioned from living with family to living alone were still at risk. These results indicate that social support and living arrangements may be important in preventing hypertension in older adults.