You do, but that's why dividends are becoming increasingly rare in the stock market. Many firms are preferring buybacks instead, which cause a pop in the stock price for remaining stockholders and so get taxed as capital gains.
http://avondaleam.com/sp-500-dividend-vs-10-year-treasury-yi...