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How to Design and Evaluate Research in Education Book Cover
How to Design and Evaluate Research in Education, 5/e
Jack R. Fraenkel, San Francisco State University
Norman E. Wallen, San Francisco State University

Sampling

Chapter Outline


What is a sample?

Samples and Populations
Defining the Population
Target versus Accessible Populations
Random versus Nonrandom Sampling

Random Sampling Methods

Simple Random Sampling
Stratified Random Sampling
Cluster Random Sampling
Two-Stage Random Sampling

Nonrandom Sampling Methods

Systematic Sampling
Convenience Sampling
Purposive Sampling

A Review of Sampling Methods

Sample Size

External Validity: Generalizing from a Sample

Population Generalizability
When Random Sampling is not Feasible
Ecological Generalizability