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Quantitative methods of data analysis in sociological research refer to the systematic examination of numerical data to identify patterns, relationships, trends, and causal connections among social phenomena. These methods are based on the principles of objectivity, measurement, statistical analysis, and empirical verification. They enable sociologists to convert social facts into measurable variables, analyze them scientifically, and draw valid and reliable conclusions. Quantitative analysis is particularly useful for testing hypotheses, comparing groups, predicting outcomes, and generalizing findings from a sample to a larger population. The nature of quantitative data analysis is characterized by its reliance on numerical information obtained through structured research instruments such as questionnaires, surveys, schedules, structured interviews, and official records. Variables are operationally defined and measured using scales such as nominal, ordinal, interval, __________ ______ __________ _____ __________ _______ ___.
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