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Sampling is a fundamental technique in research methodology that involves selecting a subset of individuals, objects, events, or observations from a larger population to obtain information about the entire population. In management research, it is often impractical, costly, and time-consuming to study every member of a population. Therefore, researchers use sampling to collect reliable and valid data while minimizing time, effort, and financial resources. The quality of research findings largely depends on the appropriateness of the sampling method adopted. Proper sampling enables researchers to make meaningful generalizations, test hypotheses, and support managerial decision-making with scientific evidence. The principle of sampling is based on the assumption that a carefully selected sample can adequately represent the characteristics of the entire population. If the sample truly reflects the diversity and essential features of the population, the conclusions drawn from the sample can be generalized with a reasonable degree of accuracy. This principle requires that each unit selected should contribute to representing the population in an unbiased manner. The sampling process should reduce systematic errors and provide estimates that are close to the actual population values. One of the important principles of sampling is representativeness. A representative sample accurately reflects the characteristics of the population in terms of age, gender, income, education, occupation, geographical location, or any other relevant variables. A representative sample increases the credibility and validity of research findings. Another principle is adequacy of sample size. The sample should be sufficiently large to capture the variability within the population. A very small sample may fail to represent the population accurately, while an unnecessarily large sample may increase costs without providing significant additional benefits. Researchers determine sample size based on the objectives of the study, desired _____ ______ _____ _______ _______ __________ ___.
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