Most improvement fails because teams skip straight from idea to full implementation. PDCA forces a discipline: predict what will happen, test small, measure objectively, then decide. The magic is in the Check phase β did reality match your prediction? If not, you learned something. That learning is more valuable than the fix itself.
The most common PDCA mistake: skipping Check. Teams implement, declare victory, and move on. Without objective before/after data, you don't know if the change worked β you just think it did. Force the comparison: what was the metric before? What is it now?