Speaking as someone who can't drink caffeine without a painful pins and needles sensation (thanks levofloxacin!), I'd say the analogy works quite well.
On the upside, I've discovered a great decaf: Slow Motion from Counter Culture. So hard to find high quality decaf, and I'm glad I was recommended this one. I actually drink more coffee now than before because I've been able to switch to decaf.