Three Methods for Random Sampling Are: (A) Simple Random Sampling

question 2

Essay

Three methods for random sampling are: (a) simple random sampling, (b) stratified random sampling, and (c) cluster sampling. In a few sentences, discuss the similarities and differences among these sampling methods. Specifically, what sampling circumstances would lead you to choose each of these methods?

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Definitions:

Prevention Programs

Initiatives designed to stop problems or illnesses from occurring by addressing their root causes or risk factors.

Independent Self-Construals

An individual's conception of themselves as distinct from others, characterized by a focus on personal goals and values over group identity.

Self-Concepts

The collection of beliefs, perceptions, and values that an individual holds about themselves, including their abilities, appearance, and personality.