The underlying structure of the English Cancer Patient Experience Survey: Factor analysis to support survey reporting and design.

The findings suggest five coherent underlying sub-constructs relating to different aspects of cancer health care. The findings support the construction of evidence-based composite indicators for different domains of experience and provide options for survey re-design.