The Federal Reserve Board published a research paper assessing the reliability of the Survey of Household Economics and Decisionmaking (SHED) by comparing its aggregate statistics with comparable measures from U.S. Census Bureau surveys, including the Current Population Survey (CPS) and the American Community Survey (ACS). Overall, the paper finds SHED aggregates benchmark well against these nationally representative surveys, particularly where questions are phrased nearly identically. The analysis highlights that differences in survey design, sampling methodologies, and interview modes do not prevent broad comparability in many indicators, but it also finds that subtle variations in question wording for similar concepts can produce moderate differences across data sources.