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Lĩnh vựcPhương pháp luận khảo sátPhương pháp luận khảo sát
HọProcess / pipelineProcess / pipeline
Năm ra đời1960s–1980s (developed alongside large-scale survey programs)Mid-20th century (Cochran 1953; Kish 1965)
Người khởi xướngLeslie Kish (probability sampling theory); complex survey methodologistsWilliam G. Cochran; formalized in survey sampling theory
LoạiProbability sampling designProbability sampling design
Công trình gốcKish, L. (1965). Survey Sampling. John Wiley & Sons. New York. ISBN: 978-0471109495Cochran, W. G. (1977). Sampling Techniques (3rd ed.). John Wiley & Sons. ISBN: 978-0471162407
Tên gọi kháchierarchical weighted sampling, nested weighted sampling, multilevel probability weighting, weighted hierarchical samplinginterval sampling, systematic random sampling, equal-interval sampling, fixed-interval sampling
Liên quan65
Tóm tắtMulti-level weighted sampling is a probability-based survey design that draws samples from hierarchically nested populations — such as students within classrooms within schools within districts — and assigns design weights at each level to account for unequal selection probabilities. The resulting weighted data enable unbiased population-level inference despite the complex, non-proportional structure of the sampling frame. It is the backbone of major international assessments such as PISA and TIMSS.Systematic sampling is a probability sampling technique in which every k-th element is selected from an ordered list of the population after a random starting point. With population size N and desired sample size n, the sampling interval k = N/n is computed and one unit is chosen at random from the first interval; all subsequent units are selected by adding k repeatedly. The method is operationally simple, yields a spread-out sample, and often achieves lower variance than simple random sampling when the list has no harmful periodicity.
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ScholarGateSo sánh phương pháp: Multi-level weighted sampling · Systematic Sampling. Truy cập ngày 2026-06-15 từ https://scholargate.app/vi/compare