The 35-year-old Bermuda international, currently at Reading, wants to continue playing in the Championship.
Southend manager Steve Tilson told BBC Sport: "Shaun was someone we were looking at. He has a very good record and would have done a good job for us.
"But he wants to carry on playing in the Championship and doesn't want to drop down into League One, which is a shame from our point of view."