The Internal Revenue Service (IRS) classifies long-term disability (LTD) and short-term disability (STD) benefits paid to your employees as sick pay. ... In certain situations, sick pay may be subject to Federal Income Tax (FIT) and Social Security/Medicare taxes (FICA).