Approximately half of patients with advanced bladder cancer are ineligible for standard management with cisplatin-based chemotherapy. In 2017, based on single-group phase 2 studies, the US Food and Drug Administration (FDA) granted accelerated approvals to 2 anti-programmed cell death protein (PD-1)/programmed death-ligand 1 (PD-L1) immunotherapies, pembrolizumab and atezolizumab, for first-line treatment of any cisplatin-ineligible patients. 1,2 However, data from ongoing phase 3 trials showed that patients with PD-L1-negative tumors who received immunotherapy had decreased survival relative to those receiving platinum-based chemotherapy. In June 2018, the FDA limited the indication for the 2 first-line immunotherapies to cisplatin-ineligible patients with PD-L1-positive tumors. The FDA's decision to restrict the indication after accelerated approval based on early review of confirmatory trial data was unique. 3 Given the rapid uptake of immunotherapies in oncology, 4 whether or how quickly the FDA label restriction would affect clinical practice was unclear. Methods | This interrupted time-series analysis included patients diagnosed as having advanced bladder cancer between January 1, 2016, and January 31, 2019, who were treated with at least 1 line of systemic therapy. We used data from the Flatiron Health database, derived from deidentified electronic health records of commercially and publicly insured patients with cancer receiving care in more than 280 geographically diverse US clinics. 5 We excluded patients who received therapies not listed in National Comprehensive Cancer Network guidelines for bladder cancer. Outcome utilization rates were calculated among patients initiating first-line therapy each calendar month. Multivariable logistic regression models were fit for 3 outcomes (utilization of first-line immunotherapies, cisplatinor carboplatin-based chemotherapy, and PD-L1 testing), adjusted for race, age, smoking status, performance status, region, practice type, and year of diagnosis. Each model included an exposure variable indicating whether first-line treatment started before or after June 1, 2018, and an interaction variable with time. Because oncologists may use immunotherapies interchangeably, all immunotherapies with bladder cancer indications available at the time (pembrolizumab, atezolizumab, nivolumab, avelumab, and durvalumab) were included. We estimated the average marginal effect of the FDA label change on the rates of each outcome evaluated on