This document summarizes and analyzes significant variation in diagnostic testing rates across different areas of England. It notes that overuse and underuse of diagnostic tests can negatively impact patients. There is an urgent need to better understand the causes of this variation, as commissioners in some localities order over four times as many audiology assessments or 170 times as many rheumatoid factor tests as other areas. The document examines possible reasons for the variation, including weaknesses in the diagnostic evidence base, "defensive medicine", and younger doctors' reliance on technology. Reducing unwarranted variation will require recognizing healthcare scientists' and pathologists' skills and allowing them to benefit more patients. The attached atlas covers indicators for imaging, endoscopy, pathology