The performance of marginal structural models for estimating risk differences and relative risks using weighted univariate generalized linear models
Austin PC. Stat Methods Med Res. 2024; Apr 24 [Epub ahead of print].
Objectives — Biliary atresia (BA) is the most common reason for liver transplant in childhood, and outcomes worsen with older age at hepatoportoenterostomy (HPE). We determined direct healthcare costs in children with BA, compared to controls in a population-based cohort of children in Ontario, Canada.
Methods — We used health administrative data to identify all children diagnosed with BA between 2002 and 2016 (n = 121) and matched controls (n = 602). We determined annual direct healthcare costs, and rates of health services utilization, liver transplantation, death, portal hypertension, cirrhosis, esophageal varices, and major upper gastrointestinal bleeding requiring hospitalization. Multivariable regression models determined the association between age at HPE, risk of liver transplant, and direct costs.
Results — Incidence of BA was 6.07 (4.99-7.15) per 100,000 live births. The annual median (interquartile range, IQR) direct healthcare costs were higher in BA cases ($4,210; IQR $1,091-$16,765) compared to controls ($283; $112-$634). Compared to age at HPE <45d, there was no significant association between direct costs and HPE ≥90d (RR 1.24, 95% CI 0.78-1.97) or 45-90d (RR 1.05, 95% CI 0.73-1.50). Age at HPE ≥90 days was significantly associated with risk of undergoing liver transplant compared to age <45 days (HR 5.27, 95% CI 2.45-11.34). Direct costs were higher in BA patients who underwent liver transplantation compared to those who did not ($39,476±$84,367 vs. $22,579 ± $67,913).
Conclusions — Direct healthcare costs were high in patients with BA, especially in those who underwent liver transplantation. Age at HPE was associated with risk of liver transplantation, but not direct healthcare costs, utilization, or other risk outcomes.
Siddiq S, Jimenez-Rivera C, Kuenzig ME, Lima I, Geraghty MT, Ng VL, Tam K, Benchimol EI. J Pediatr Gastroenterol Nutr. 2020; 70(4):436-43. Epub 2019 Dec 12.
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