Background: Optimal treatment of nonoperative patients with large, node-negative non–small cell lung cancer (NSCLC) is poorly defined. Current NCCN Clinical Practice Guidelines in Oncology (NCCN Guidelines) recommend definitive radiotherapy (RT) with or without sequential chemotherapy and do not include concurrent chemoradiotherapy (chemoRT) as a treatment option. In this study, we identified factors that predict nonadherence to NCCN Guidelines. Patients and Methods: Patients who received definitive RT for nonmetastatic, node-negative NSCLC with tumor size of 5 to 7 cm were identified in the National Cancer Database from 2004 through 2016. Patients were evaluated by RT type (stereotactic body RT [SBRT], hypofractionated RT [HFRT], or conventionally fractionated RT [CFRT]) and chemotherapy use (none, sequential, or concurrent with RT). Patients were classified as receiving NCCN-adherent (RT with or without sequential chemotherapy) or NCCN-nonadherent (concurrent chemoRT) treatment. Demographic and clinical factors were assessed with logistic regression modeling. Overall survival was evaluated with Kaplan-Meier, log-rank, and univariable/multivariable Cox proportional hazards regression analyses. Results: Among 2,020 patients in our cohort, 32% received NCCN-nonadherent concurrent chemoRT, whereas others received NCCN-adherent RT alone (51%) or sequential RT and chemotherapy (17%). CFRT was most widely used (64% CFRT vs 22% SBRT vs 14% HFRT). Multivariable analysis revealed multiple factors to be associated with NCCN-nonadherent chemoRT: age ≤70 versus >70 years (odds ratio [OR] , 2.72; P<.001), treatment at a nonacademic facility (OR, 1.65; P<.001), and tumor size 6 to 7 cm versus 5 to 6 cm (OR, 1.27; P=.026). Survival was similar between the NCCN-nonadherent chemoRT and NCCN-adherent groups (hazard ratio, 1.00; P=.992) in multivariable analysis. Conclusions: A substantial proportion of inoperable patients with large, node-negative NSCLC are not treated according to NCCN Guidelines and receive concurrent chemoRT. Younger patients with larger tumors receiving treatment at nonacademic medical centers were more likely to receive NCCN-nonadherent therapy, but adherence to NCCN Guidelines was not associated with differences in overall survival.