It wasn't just access to coal, it was access to coal coupled with the heat engine: heat engines used coal, but led to the production of more coal and in turn created more demand for coal. This positive feedback loop created exponential growth.

The Chinese widely used coal in metallurgy, but did not have an effective heat engine.