I must admit that I never had any grounding issues before introducing tube-based gear into my system. Hmmm...
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Brother Nate, this is not a must, it's simply what happens more often than not.
Also, grounding problems are not directly connected with the technology you use, be it tube or SS, analog or digital, ground problems are, as Dan said it, essentially problems related to poor design.
Without going into too fine a detail, theoretically, ground is ground is ground. But in real life, there is such a thing as ground potential. It is NOT the same thing if you use the ground for high power, high current devices and very low power, high gain devices (e.g. phono or mic amp). Not all grounds have the same potential, and therefore, not all grounds are the same.
Now, this has been known for say 60-70 years, yet an incredibly large number of modern day designers chooses to ignore these basic facts. Because they do, what sometimes happens is known as ground loops. In very simplified terms, this happens when a low potential ground is connected directly (i.e. without the equalizing or damping resistor and possibly diodes) to a high potential ground, which then nulls the low potential ground, causing noise, circuit wobbling and oscillation.
I stress again, this is a VERY simplified explanation, very generalized. I think Dan and Hugh will agree with my view that by far the most difficult thing to get REALLY right in any circuit above the very simplest is the grounding problem. Get it not quite right, and you have rising distortion, get it a little less right, and the darn thing oscillates, hums and buzzes.
To illustrate the point - how do you calculate the equalizing resistor? Answer - you don't. There is no way under the sun it can ever be calculated, you just have to try and see. If you get it right on the first go, then you are either very lucky, or have some awful experience behind you with that type of circuits.
To drive some water over Dan's mill, this is a great example of how measuring gear can help you an awful lot. Instead of a fixed resistor for equalizing grounds, you install a multiturn pot, connect the whole shebang to a 'scope, fire up the generator and watch the screen while slowly turning the pot. At some point, your distortion will hit a low, and then you just have to read off the pot value.
Cheers,
DVV