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বহু-স্তরীয় সর্বোচ্চ বৈচিত্র্য নমুনায়ন (Multi-level Maximum Variation Sampling)×বহু-স্তরীয় উদ্দেশ্যমূলক নমুনায়ন×
ক্ষেত্রজরিপ পদ্ধতিজরিপ পদ্ধতি
পরিবারProcess / pipelineProcess / pipeline
উদ্ভবের বছর1990s–2000s1980s–1990s
প্রবর্তকSynthesized from Patton's maximum variation sampling (1990) and multi-level survey design traditionsDerived from Patton's purposive sampling framework; formalized in multi-site qualitative and mixed-methods research
ধরনPurposive qualitative/mixed-methods sampling designNon-probability sampling strategy
মৌলিক উৎসPatton, M. Q. (2002). Qualitative Research and Evaluation Methods (3rd ed.). Sage. [Chapter 5: Maximum variation sampling and purposeful sampling strategies] ISBN: 978-0761919711Patton, M. Q. (2002). Qualitative Research and Evaluation Methods (3rd ed.). Sage. ISBN: 978-0761919711
অপর নামhierarchical maximum variation sampling, nested maximum diversity sampling, multi-tier purposive variation sampling, MLMVShierarchical purposive sampling, nested purposive sampling, multi-tier purposive sampling, multi-site purposive sampling
সম্পর্কিত55
সারসংক্ষেপMulti-level maximum variation sampling is a purposive strategy that deliberately selects cases at two or more nested organizational levels — such as schools within districts, or patients within clinics — while maximizing heterogeneity on key dimensions at each level. The aim is to capture the full range of variation within a hierarchically structured population so that patterns common across diverse contexts can be identified and context-specific differences can be documented with credibility.Multi-level purposive sampling applies purposive selection criteria at two or more nested levels of a research hierarchy — for instance, first selecting sites or organizations, then selecting participants within each site. This layered approach allows researchers to align the theoretical logic of purposive sampling with the real-world structure of complex, hierarchical populations, making it especially valuable in multi-site qualitative studies and mixed-methods research.
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ScholarGateপদ্ধতির তুলনা করুন: Multi-level Maximum Variation Sampling · Multi-level Purposive Sampling. 2026-06-15 তারিখে সংগৃহীত, উৎস: https://scholargate.app/bn/compare