TY - JOUR T1 - Analytical studies: a framework for quality improvement design and analysis JF - BMJ Quality & Safety JO - BMJ Qual Saf SP - i92 LP - i96 DO - 10.1136/bmjqs.2011.051557 VL - 20 IS - Suppl 1 AU - Lloyd P Provost Y1 - 2011/04/01 UR - http://qualitysafety.bmj.com/content/20/Suppl_1/i92.abstract N2 - Conducting studies for learning is fundamental to improvement. Deming emphasised that the reason for conducting a study is to provide a basis for action on the system of interest. He classified studies into two types depending on the intended target for action. An enumerative study is one in which action will be taken on the universe that was studied. An analytical study is one in which action will be taken on a cause system to improve the future performance of the system of interest. The aim of an enumerative study is estimation, while an analytical study focuses on prediction. Because of the temporal nature of improvement, the theory and methods for analytical studies are a critical component of the science of improvement. ER -