1. The problem asks to identify the correct definition of a population in the context of a study. 2. In statistics, a population refers to all items or individuals of interest in a particular study. 3. A sample is a subset taken from the population, not the population itself. 4. Therefore, the correct answer is: "all items of interest in a particular study."