Google now has the ability to relate words such as "shoes" and "footware". But you, the advertiser, may not want to show up for "footware". With Broad Match Google can match just one word of your keyword phrase. For example, "mens shoes" could be matched with "mens dating services". Ich.
This video does a good job of explaining the problem of choosing "Broad Match".