That study is indeed interesting. I just skimmed through it and read the abstract, definitely interesting.

The question now is, what is it? Could it be that the difference in food – not just caloric value of intake – has an influence? Did people start eating more prepackaged foods? If yes, what specifically influenced it? Why did it not influence Europe nearly as much?