1 Codes are tags or labels that assign meaning to data collected during a study. They can be attached to chunks or pieces of information as short as one word or as lengthy as a paragraph. They can be simple and descriptive, such as a category label, or they can be more complex and inferential, such as ascribing a motive for behavior (Miles & Huberman, 1994).