It would make sense that coffee would be similar. ”Keeping up decaf” is eerily similar to the results of this study:
https://link.springer.com/article/10.1007/s00213-010-1810-2
The major finding here is that abstinent smokers preferred smoking denicotinized cigarettes over pushing a button to receive nicotine intravenously; i.e. ”keeping up denic”.