A relationship between bitrate and picture quality is a major issue of interest for digital broadcasting sevices. Since picture quality in digital coding depends largely on such picture characteristics as spatial detail and motion, estimation of picture quality of TV program material requires statistical analysis. We have defined "criticality", a quantitative measure of difficulty for digital coding, to analyze picture quality of TV programs statistically. We estimated desired bitrate for digital broadcasting system based on user requirements using statistical analysis of criticality.