Yes and no.
I think it's time to explain the actual joke. The joke is actually a death joke. The "other side" is implying heaven.
Why did the chicken cross the road? To get to the other side.
The chicken crosses the road, gets hit by a car/truck, and goes to heaven, being referred as "The other side"