The clinical outcomes of patients with anaplastic lymphoma kinase-positive (ALK+) advanced lung adenocarcinoma vary according to real-world data. In this study, we aimed to investigate the treatment discontinuation (TTD) and overall survival (OS) of patients with ALK+ advanced lung adenocarcinoma treated with first-line ALK-TKIs in Taiwan. This retrospective study evaluated all advanced lung adenocarcinoma patients registered in the National Taiwan Cancer Registry from 2017 to 2020 who had ALK rearrangement and received ALK-TKI treatment, using data from Taiwan's National Health Insurance Research Database (NHIRD). The TKI treatment sequences were classified into first generation (G1: crizotinib), second generation (G2: ceritinib, alectinib, brigatinib), and third generation (G3: lorlatinib). A total of 587 patients were analyzed, with a median age of 60.0 years, 91 (15.5%) aged ≥ 74 years, 293 (49.9%) female, 397 (67.6%) never smoked, and 534 (91.0%) with stage IV disease. Patients who received next-generation ALK-TKIs during the treatment course had longer median time to ALK-TKI TTD and OS. The TTD of the G1, G1+2, G1+2+3, G2, and G2+3 groups was 7.5 (5.4-11.1), 40.6 (29.4-not calculated (NC)), 50.3 (41.3-NC), 34.3 (29.2-43.0), and 36.3 (22.4-NC) months, respectively (p < 0.001). The median OS of the patients in the G1, G1+2, G1+2+3, G2, and G2+3 groups was 10.6 (7.5-14.6), not reached (NR) (NC-NC), NR (NC-NC), 43.0 (36.3-NC), and NR (30.3-NC) months, respectively (p < 0.001). Compared with treatment with crizotinib alone, the multivariate analysis revealed that treatment with next-generation TKIs was independently associated with longer TTD (G1+2 (hazard ratio (HR), 0.24; 95% CI 0.17-0.33; p < 0.001), G1+2+3 or G1+3 (HR, 0.17; 95% confidence interval (CI), 0.10-0.28; p < 0.001), G2 (HR, 0.26; 95% CI 0.19-0.36; p < 0.001), and G2+3 (HR, 0.25; 95% CI 0.14-0.44; p < 0.001)) and median OS (G12 (HR, 0.24; 95% CI 0.17-0.35; p < 0.001), G1+2+3 or G1+3 (HR, 0.09; 95% CI 0.04-0.21; p < 0.001), G2 (HR, 0.22; 95% CI 0.15-0.31; p < 0.001), and G2+3 (HR, 0.20; 95% CI 0.10-0.42; p < 0.001)). For patients with ALK+ NSCLC, treatments including next-generation ALK-TKIs were independently associated with longer survival outcomes.