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Control structures in high-level programming languages, such as if-else statements and while loops, can be considered small-scale design patterns as they provide the fundamental building blocks for organizing and controlling the flow of a program. These structures enable developers to implement conditional logic, iteration, and decision-making, contributing to the overall design and structure of the code.