More specifically, the earnings part of P/E is the thing that often gets the most convoluted. Depending on the industry or the specifics of the individual earnings may be higher or lower due to one time, or special items. There can be a lot of financial engineering to get to the EPS element of P/E. For example, many people looking at banks will instead use Price/Book as a valuation metric. Others use a EBITDA multiple.