“…These included the restriction of eligibility for inclusion in the comparison group to certain case characteristics (e.g., substance use was a risk factor), individual child characteristics (e.g., child was under the age of 6, the youngest in their family), and geographic characteristics (e.g., only children from the same region of Kentucky were matched) before the data was submitted to PSM. Notably, this study included known risk factors such as domestic violence, poverty, and parental mental illness in the PSM modela notable improvement on similar investigations of treatment effects in child welfare settings (see Florence et al, 2013;Raghavan, Brown, Allaire, Garfield, & Ross, 2014;Johnson-Motoyama et al, 2013). These decisions for this study were informed and supported by the methodological insights found in Barth, Guo, & McCrae (2008) and Rubin (1997).…”