Standardized ratings are a challenge, because they often try to encapsulate many variables into a single variable. On the upside, a single score is quick and easy to see, but on the downside, variance goes into hiding and people/things that don’t fit a defined standard get dinged.
Vox looks at these challenges in the context of online school ratings.