here is the rest Statistical methods such as paired t-tests, ANOVA, and regression will evaluate outcome changes, while thematic analysis will identify barriers and facilitators to self-management (Raaijmakers et al., 2023; Zhou et al., 2024). The evaluation timeline includes baseline assessment (Month 1), intervention delivery (Months 2-5), final data collection (Month 6), and analysis/reporting (Month 7). Key assumptions include access to digital tools, accurate EHR documentation, and adequate staffing. This evaluation plan will illustrate how the intervention improved diabetes outcomes and patient engagement, supporting future improvements in person-centered, culturally responsive diabetes care (Sharma, Feldman, & Sharma, 2024; Shiyanbola et al., 2022; American Diabetes Association Professional Practice Committee, 2025)