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Sampling is a crucial methodological tool used in research, project monitoring, and evaluation. In the context of urban planning and development, where the scale of projects is often vast, involving large populations, complex systems, and multiple stakeholders, sampling provides a practical and systematic way to gather representative data for informed decision-making. It is neither feasible nor economical to collect information from every single individual, household, or urban unit in large cities; hence, sampling becomes the most efficient method to ensure reliable insights. The meaning of sampling is best understood as the process of selecting a smaller, manageable subset of individuals, households, organizations, or urban entities from a larger population. This subset is studied and analyzed to make inferences about the entire population. Sampling thus reduces the cost, time, and resources needed for urban research while maintaining scientific accuracy and reliability. In urban planning and development, the population of interest might include households in a metropolitan region, slum dwellers, commercial establishments, transportation users, or community organizations. Sampling enables planners and evaluators to understand the conditions, needs, preferences, and patterns of these populations without surveying every unit in the city. The importance of sampling in urban planning and development can be explained under several dimensions. First, it improves the efficiency of planning. Urban areas are growing rapidly, and planning decisions must be based on up-to-date data about demographics, infrastructure use, land utilization, economic activities, housing demand, and mobility patterns. A carefully designed sample survey provides timely data that helps urban planners make evidence-based decisions. For instance, instead of surveying millions of residents in a megacity, a representative sample of households can reveal information on income distribution, housing quality, access to services, and travel behavior. Second, sampling is essential for cost-effectiveness. Urban planning and development projects are resource-intensive, requiring significant financial investment. Conducting a census of every unit within the city is ____ ________ _____ ____ _______ ________ _________ ___.
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