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In quantitative analysis, population and sample are two fundamental concepts used for collecting, analyzing, and interpreting data. A clear understanding of these concepts is essential for making reliable managerial decisions. The population refers to the complete set of individuals, objects, events, or observations that possess the characteristics being studied. A sample is a smaller group selected from the population for the purpose of analysis. A population may be finite or infinite. A finite population has a definite number of elements, such as all employees working in a company, all customers who purchased a product during a particular month, or all branches of a bank. An infinite population refers to a situation where the number of elements is either unlimited or practically impossible to determine, such as potential future customers or repeated outcomes of a process. In managerial research, defining the _________ ____ _____ _____ _________ ________ _______ _____ _______ __________ ______.
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