Introduction: Cognitive impairment among older adults is a significant public health concern worldwide. This study aimed to investigate the prevalence of cognitive impairment, its correlates, and the mediating role of depressive symptoms between frailty and cognitive impairment among older adults in northeast region of China. Methods: This was a cross-sectional study which used the intercept interview method to recruit participants. Social demographic characteristic, health-related behaviours, physical health, and functional status of the participants were collected. Univariate and multivariate analyses were conducted to correlates of cognitive impairment. Additionally, mediating effect analysis was performed using the Bootstrap tool. Results: Among the 2,859 older adults included in the study, 32.4% of participants screened positive for cognitive impairment. Higher educational attainment had negative association with cognitive impairment in older adults (p < 0.05). Living in rural areas, fair/poor self-rated health, pre-frailty, frailty, having depressive symptoms, impaired activities of daily living, poor sleep quality, and inactive physical activity had positive association with cognitive impairment in older adults (p < 0.05). Furthermore, depressive symptoms exhibited a partial mediating role between frailty and cognitive impairment, with a mediating effect of 58.0%. Conclusions: Preventive measures should be implemented to address the associated factors with cognitive impairment. Promoting higher education levels, advocating for a positive and healthy lifestyle, and ensuring their physical and mental well-being among older adults are essential. Early diagnosis and proactive prevention of frailty and depressive symptoms in older adults may effectively decelerate cognitive decline.

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