Study identifiers are often assigned at the onset of a research project. They can be generated using a variety of systems, such as sequential numbering, alphanumeric codes, or a combination of both. Some organizations may use electronic data management systems to automatically generate and assign these identifiers, ensuring consistency and reducing the potential for human error.