Yes, that is not unusual. IRA distributions are taxed as ordinary income (not at capital gains rates). Most importantly, it is added to other income and pushes you into higher tax rate brackets*. The higher income can sometimes reduce or eliminate other tax benefits, e.g. Earned Income credit.
*The 10% bracket ends at $18,550 taxable income for a married couple.