This accurately describes my dealings with non-technical people over 50. My parents - now in their late 50s and early 60s - have both worked with computers since the 80s. They worked in the administration of the government and a major bank. Yet they are having a really hard time switching from their previous computer (Windows Vista) to their new one (Windows 7 - I specifically avoided 8 because of the bigger UI changes).
Things like icons being organized differently, bookmarks being missing (how else would you navigate to Facebook or Gmail - the services they use most?) or their homepage changing. Things that seem beyond trivial for us, can pose a significant roadblock for people who didn't grow up with computers all around them.
Forget making fun of people Googling for "facebook" or "gmail" instead of using the simple URLs. A lot of people have a hard time even figuring out they can search for these terms.