GLP‐1 RA was associated with higher 1‐year risk of nonadherence among patients with prediabetes (RR: 1.60, 95% CI: 1.45–1.75), but no difference in patients with diabetes (RR: 0.88, 95% CI: 0.70–1.06). Here, GLP1R is linked to diabetes mellitus.