Acute-to-Chronic Workload Ratio monitoring to prevent overuse injuries
Hutchinson designed a personal training log in the 1990s that tracked exactly these two numbers: weekly mileage and the four-week rolling average. He chose four weeks because it's long enough to smooth out one bad week or illness without weighting history so far back that it no longer reflects current capacity. The point is not statistical prediction; it is to notice when you're way out of whack. Ben Onig's research found 80% of running injuries are attributable to training errors — too much too soon — leaving only 20% attributable to shoes, form, or other modifiable factors.
Connective tissue (tendons, ligaments) adapts over months while muscle and cardiovascular fitness adapt over weeks. Rapid load spikes outpace connective tissue adaptation and produce tendinopathy, stress reactions, and overuse injuries even when the athlete feels aerobically fine.
80 percent of running injuries are what he would call training errors — too much too soon — that's an oversimplification but certainly when we're talking about overuse injuries.

