Maybe the problem with Excel is that errors are more likely to stay under the radar. You can refer to the wrong cell, extend formulas with relative reference where it should be absolute (or the opposite) whithout noticing. When programming logical errors will more often lead to fatal errors upon running the program.

If anything, it's more a matter of using Excel correctly. Tools like slate for excel make it easier to audit spreadsheet especially other people's.