In a series of recent works, we provide approximation results on several seemingly rather different problems, namely multiple description source coding, joint source-channel coding of Gaussian source on broadcast channels, and a special case of source-channel separation in communication networks. In this talk, we review these recent results, and put them in the unified context of common source broadcast. The relation of these results is discussed, which leads to several ˇ°newˇ± results.