The document discusses key concepts in sampling and measurement for research including sample design techniques, types of sampling, measurement scales, sources of error in measurement, tests of sound measurement, techniques for developing measurement tools, scaling, scaling techniques, and scale construction. It provides an overview of probability and non-probability sampling, nominal to ratio measurement scales, factors that can influence measurement errors, validity and reliability testing, and common methods for scaling responses and constructing scales.