Wisconsin Collaborative for Healthcare Quality. WCHQ is a voluntary consortium of organizations (doctors, dentists, hospitals and health insurance plans, supported by community businesses) publicly reports and explains performance measures to improve the quality and affordability of healthcare in Wisconsin. They were an early national leader in the public reporting of healthcare quality measures. Headquarters in Madison WI area