Small-area analysis has revealed large variations in medical practice styles between geographical areas, especially for conditions with uncertain treatment effectiveness. The availability of healthcare services leads to more use of those services. Outcomes research analyzes real-world healthcare data to help patients make informed decisions based on treatment risks and benefits. Reporting errors and outcomes can drive quality improvement, but biases and inequities must also be addressed.