“…Our analysis also includes the Elixhauser comorbidity index where patients are categorized as having zero, one, or two or more comorbidities across all ED visits to control for disease complexity. In addition, we account for multiple diagnoses for conditions commonly associated with both ASD and ED use by children and adolescents in the literature (Deavenport-Saman et al, 2016;Giannouchos et al, 2020;Simonoff et al, 2008). These conditions were defined using ICD-9 and ICD-10 codes in both primary and secondary diagnoses as dichotomous measures indicating whether a patient had at least one ED visit falling within each category, namely, attention-deficit/hyperactivity disorder (ADHD), epilepsy, depression, anxiety, headache, asthma, upper respiratory infection, otitis, viral infection, fever, pharyngitis, gastroenteritis and colitis, urinary tract infection, abdominal pain, injuries, vomiting, and intellectual disability.…”