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This review is from: Stage Padded Bodywarmer (5 colours) (Apparel)
Reading the product review here, I bought a 42" Large version.
I'm about 41" Chest, but could get myself AND my wife in the Large sizing.
Recommend you try a size (or two) smaller than they are suggesting.