United States. Department of Commerce. "Personal Income by State, 2021 (Preliminary) and 4th Quarter 2021, BEA 22-10," United States Department of Commerce News (March 23, 2022). https://fraser.stlouisfed.org/title/6148/item/611749, accessed on June 2, 2026.