Define the term sampling. Discuss the important methods of sampling.

Sampling is a critical concept in social work research, referring to the process of selecting a subset of individuals, groups, events, or elements from a larger population to study. The primary goal of sampling is to make inferences about the entire population without examining every member, which is often impractical or impossible due to constraints like time, resources, or accessibility. By carefully choosing a representative sample, researchers can obtain valid, reliable, and generalizable results.

### Methods of Sampling

Sampling methods are broadly categorized into probability sampling and non-probability sampling, each with its own approaches and relevance to different research designs.

#### Probability Sampling

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