Tax years 2018 and 2019 were a little different in terms of withholding. With the Tax Cuts and Jobs Act, the IRS introduced new withholding tables. For many people, this meant withholding less, and getting a slightly larger paycheck. Consequently, this also resulted in a lower refund, or in some cases, owed taxes.