This thesis addresses two major topics in measuring, comparing and improving quality of care. We found considerable influence of random variation and case-mix in comparing hospitals using performance indicators.

Although we found a significant relation between outcome and care processes, chance variation is the major limitation for the interpretability of indicators used for quality measurement or quality improvement. Like a one hand clock, we roughly know what time it is.