This is undoubtedly the song you want:

Jimmy Work wrote and recorded MY OLD STOMPING GROUND. It's on the 1994 Bear Family 2-CD set 15651, "Making Believe." It's apparently out of print, but you can hear a sound sample at Barnes & Noble:

...It's a little place in the road,
But it's a big place in my heart
Where memories never let me down.
Ev'ry time I get homesick, I go back....

AMG - All Music Guide has a lot of biographical information about Jimmy Work.