do I need new shock absorbers?

springs or torsion bar fatigue are more likely the problem. The shock absorbers dont support any weight.

I agree, Shock's control occilations (bumps),...But,...Those are air shocks, check for a broken/leaking air line or release valve (if so equipped) feeding one of the shocks,...