Radiology residency programs are shaping the future of radiology by supporting the development of high-quality next generation of radiologists. The satisfaction of radiology residents with their education and training is not only a measure of program effectiveness but also an indicator of the overall quality of radiology training experiences. Understanding the factors contributing to resident satisfaction or discontentment is essential for program directors, educators, and policymakers to enhanc…