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Linganisha mbinu

Pitia mbinu ulizochagua bega kwa bega; safu zinazotofautiana zinaangaziwa.

Usampulishaji wa Tofauti Upeo Unaojirekebisha×Uchaguzi Makusudi×
NyanjaMetodolojia ya DodosoMetodolojia ya Dodoso
FamiliaProcess / pipelineProcess / pipeline
Mwaka wa asili1990s–2000s (practice codified in qualitative methods literature)Formalized ~1980–1990
MwanzilishiSynthesizes Patton (maximum variation) and Thompson (adaptive sampling)Michael Quinn Patton (systematic articulation); roots in early qualitative inquiry
AinaAdaptive purposive qualitative sampling strategyNon-probability sampling strategy
Chanzo asiliaPatton, M. Q. (1990). Qualitative Evaluation and Research Methods (2nd ed.). Sage. [Maximum variation sampling, pp. 169–183] ISBN: 978-0803937796Patton, M. Q. (1990). Qualitative Evaluation and Research Methods (2nd ed.). Sage. ISBN: 978-0803937796
Majina mbadalaadaptive purposive maximum variation sampling, iterative maximum variation sampling, adaptive heterogeneous sampling, AMVSjudgmental sampling, selective sampling, criterion-based sampling, purposeful sampling
Zinazohusiana54
MuhtasariAdaptive maximum variation sampling is a purposive qualitative sampling strategy that combines the logic of maximum variation sampling — deliberately selecting cases that differ as widely as possible on key dimensions — with an adaptive, iterative recruitment process. Rather than fixing the full sample in advance, the researcher continuously reviews emerging data to identify which types of cases are underrepresented and recruits new participants to fill those gaps, maximizing heterogeneity throughout data collection.Purposive sampling is a non-probability strategy in which the researcher deliberately selects participants, documents, or cases that are information-rich with respect to the research question. Rather than drawing units at random, the researcher applies explicit criteria aligned with the study's purpose, maximising the depth and relevance of the data collected. It is the default sampling logic in most qualitative research designs and is also used in mixed-methods and applied evaluative work.
ScholarGateSeti ya data
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  2. 2 Vyanzo
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  1. v1
  2. 2 Vyanzo
  3. PUBLISHED

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ScholarGateLinganisha mbinu: Adaptive Maximum Variation Sampling · Purposive sampling. Imepatikana 2026-06-15 kutoka https://scholargate.app/sw/compare