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# Data Collection and Managerial Decision-Making Data collection is a fundamental component of quantitative analysis and managerial decision-making. Managers need accurate, relevant, timely and reliable information to understand business situations, identify problems, evaluate alternatives and select appropriate courses of action. Decisions relating to production, marketing, finance, human resources, inventory and sales depend heavily on the quality of data available to managers. Systematic data collection reduces uncertainty and provides an objective basis for managerial decisions rather than relying only on intuition or personal judgement. Data helps managers identify trends and patterns in business activities. For example, sales data can reveal changes in customer preferences, seasonal demand and the ________ ___ ____ _________ ___ ___ ______ ________ ____.
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