Identifying Quality Improvement Targets After Pediatric Gastrostomy Tube Insertion: A NSQIP-Pediatric Pilot Study.

Background: Gastrostomy tube (GT) placement is one of the most common procedures performed by pediatric surgeons; however, no current national clinical data registry exists to assess GT-specific care processes and morbidity. The American College of Surgeons (ACS) National Surgical Quality Improvement Program-Pediatric (NSQIPPed) GT Pilot was created to provide participants with these data. This study aims to analyze these data to identify variability in perioperative practices and post-operative morbidity in pediatric GT operations and to provide targets for future quality improvement (QI) interventions.

Tackling algorithmic bias and promoting transparency in health datasets: the STANDING Together consensus recommendations.

Without careful dissection of the ways in which biases can be encoded into artificial intelligence (AI) health technologies, there is a risk of perpetuating existing health inequalities at scale. One major source of bias is the data that underpins such technologies. The STANDING Together recommendations aim to encourage transparency regarding limitations of health datasets and proactive evaluation of their effect across population groups.

Comparative Analysis of Indices for Social Determinants of Health in Pediatric Surgical Populations.

Importance: Conclusions vary substantially among studies examining associations between area-based social determinants of health (SDOH) and pediatric health disparities based on the selected patient population and SDOH index. Most national studies use zip codes, which encompass a wide distribution of communities, limiting the generalizability of findings.

Objectives: To characterize the distributions of composite SDOH indices for pediatric surgical patients within a national sample of academic children's hospitals and to assess SDOH index precision in classifying patients at similar levels of disadvantage.