An Activity-Level Budget Base is a foundational academic contribution—such as a method, model, framework, theory, construct, dataset, task, or metric—that serves as a direct, granular basis for budgeting decisions within a specific activity context, distinguished from broader budget base types by its focused, operationally defined scope and direct applicability to individual-level or task-specific resource allocation processes.