Personnel training marks a key assurance for the healthy and sustainable development of healthcare sector and healthcare institutions in China, rendering it critical importance to include personnel training into performance appraisal. The authors analyzed the connotation and orientation of personnel training index assessment in the performance appraisal at tertiary public hospitals in the country, sorted out the assessment details to be optimized. On such basis, the authors recommended on optimal assessment methodology, combining the gradual improvement of medical personnel training assessment indexes and interval range assessment. These efforts aim at providing references for further improving the scientificity, standardization, homogeneity, as well as vertical and horizontal comparability and operability of personnel training index assessment.