Discuss the role of sampling in program evaluation

Comment:
Selecting an appropriate sample is arguably the most important step in designing and conducting an evaluation. In the following essay discuss the role of sampling in program evaluation.
In your answer you should be sure to address the following topics:
(1) why we sample and how to determine if we have achieved a good sample,
(2) why random assignment is often considered the gold standard and why it is often an impractical approach,
(3) the difference between probability and non-probability sampling methods, including why a researcher might select one over the other, and
(4) the sampling process for one each of a probability and non-probability sampling method.
Please use this recourse its requirement: Rossi, P. H., Lipsey, M. W.,& Freeman, H. E. (2003). Evaluation: A systematic approach (7th Edition). Sage Publications. ISBN: 978-7619-0894-4

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