ICUs are a vital component of modern health care. Improving ICU performance requires that we shift from a paradigm that concentrates on individual performance to a different paradigm that emphasizes the need to assess and improve ICU systems and processes. This is the first part of a two-part treatise. It discusses existing problems in ICU care, and the methods for defining and measuring ICU performance.