Knowledge generation can occur through directed research, experiments, and interactions within academic institutions, firms, and organizations. It can also be casual and occur during daily work. Knowledge is created through practice, collaboration, interaction and education, and is indicated by human capital inputs and outputs. Knowledge is also generated from written sources and developing concepts, and appropriate data helps create new knowledge.