For some folks, opting for an IRA instead may be best. It may be that your new employer's program doesn't accept rollovers. In this case, if you have multiple old 401(k) plans, you can roll them all into the same IRA, or multiples.
The Potential Benefits of Rolling Your 401(k) Over to an IRA