Management training and development Series. Research has revealed the effectiveness of new methods for improving knowledge worker productivity. “Functional Brain Technology” why each of us have our own thinking style. Because knowledge work differs in fundamental ways from traditional manual work, improving knowledge worker performance requires different methods. Yet, many of the learning and development, management, and job design practices still in use are based on the needs of traditional manual work, not on the requirements of knowledge work.