How do you determine whether the sequence 3, 12, 48, 192,... is geometric and if it is, what is the common ratio?

It is a geometric sequence and common ratio is $4$.
Here $\frac{192}{48} = \frac{48}{12} = \frac{12}{3} = 4$
Hence it is a geometric sequence and common ratio is $4$.