Performance improvement (PI) aims to enhance measurable outcomes through structured systems. PI models involve performance analysis, cause analysis, intervention selection, design/development, implementation, and evaluation. PI can improve organizational, process, and individual performance. Key principles include applying empiricism, pragmatism, and humanism. Foundations include behavioral learning, communications, systems, and organizational development theories. Early contributors helped establish the field.