How can patient experience scores be used to predict quality inspection ratings? A retrospective cross-sectional study of national primary care datasets in the UK.

Although there were some associations between GPPS data and CQC inspection ratings, there were limitations to the use of GPPS data for predictive analysis. This is a likely result of the majority of CQC inspections of GPs resulting in a 'Good' or 'Outstanding' rating. However, some GPPS questions were found to have value in identifying practices at higher risk of an 'Inadequate' or 'Requires Improvement' rating, and this may be valuable for surveillance purposes. For example, the CQC could use key questions from the survey to target inspection planning.