laymanhobbist has asked a very good question, that has never occurred to me. Perhaps, it has been asked of algebra teachers, in the past. In the example given x + 2= 7, it is clear that the word "variable" is seriously misleading. The word unknown is a better word in this case as x does not vary.
I should add a further related caution that may come up in the math refresher that layman may be using.
The refresher seems to cover math up to differential equations and calculus. Many math refreshers, and some textbooks do not illustrate the following point.
Often, in mathematics, equations are written with unknowns, x, y, z, and sometimes w to be solved for. These letters come from the end of the alphabet. However, in more advanced mathematics, like differential equations or calculus, we have letters a, b, c which represent CONSTANTS (forgive the shouting but this is important). These constants are assumed to be fixed and are not variables and not to be solved for. I say this because one of my former students came across a system of equations with a's and b's , and x's and y's on a test. The student was completely baffled what needed to be solved for. We wanted the student to solve for x and y in terms of a and b.
In light of this, it would be better for textbooks to ask the question, solve for the unknown, a + 2 = 7, or b + 5 = 7. The constants (at the beginning of the alphabet) are to be solved for.
I only add this complication because the math refresher may get to some pretty complicated math, and may use a, b, c, for constants, and x, y, z, for unknowns, (called variables)