Purpose This study examined the effects of cognitive function, health literacy, and social support influence the risk of self-care non-adherence among older adults with chronic kidney disease. Methods: A cross-sectional survey was conducted using structured questionnaires. The study included 105 older adults (≥65 years) in the pre-dialysis stage, all of whom were receiving regular follow-up at a nephrology outpatient clinic in Jeonju, Jeollabuk-do, Korea. Data were collected through one-on-one interviews from April to May 2024 and analyzed using SPSS version 26.0. Predictive factors were assessed using hierarchical multiple regression analysis. Results: The risk of self-care non-adherence was significantly correlated with cognitive impairment (r=.61, p<.001), lower social support from healthcare providers (r=–.36, p<.001), and reduced health literacy (r=–.42, p<.001). Multiple regression analysis indicated that decreased physical activity (β=.25, p=.002), greater cognitive impairment (β=.29, p<.001), and lower support from healthcare providers (β=–.26, p=.008) were significant predictors of increased risk of self-care non-adherence. The model explained 46% of the variance in the risk of self-care non-adherence. In contrast, family support and health literacy were not significant predictors. Conclusion: To reduce the risk of self-care non-adherence in older adults with chronic kidney disease, routine cognitive screening and tailored education for those with cognitive impairment should be implemented in outpatient care. Promoting physical activity and strengthening support from healthcare providers are also key strategies to improve adherence in this population.