Linganisha mbinu

	Uchaguzi Wenye Kusudi wa Ngazi Nyingi	Uchanganuzi wa Kiwango cha Juu cha Utatanishi
Nyanja	Metodolojia ya Dodoso	Metodolojia ya Dodoso
Familia	Process / pipeline	Process / pipeline
Mwaka wa asili	1980s–1990s	1985 (Lincoln & Guba); elaborated 1990–2002 (Patton)
Mwanzilishi	Derived from Patton's purposive sampling framework; formalized in multi-site qualitative and mixed-methods research	Lincoln & Guba; systematised by Michael Quinn Patton
Aina	Non-probability sampling strategy	Purposive qualitative sampling strategy
Chanzo asilia	Patton, M. Q. (2002). Qualitative Research and Evaluation Methods (3rd ed.). Sage. ISBN: 978-0761919711	Patton, M. Q. (2002). Qualitative Research and Evaluation Methods (3rd ed.). Sage. Chapter 5: Purposeful Sampling. ISBN: 978-0761919711
Majina mbadala	hierarchical purposive sampling, nested purposive sampling, multi-tier purposive sampling, multi-site purposive sampling	maximum variation sampling, maximum diversity sampling, MVS, heterogeneous sampling
Zinazohusiana	5	5
Muhtasari	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.	Maximum variation sampling is a purposive qualitative sampling strategy in which the researcher deliberately selects cases that span the widest possible range of variation on dimensions central to the study. The goal is not statistical representation but the identification of common patterns that cut across diverse cases as well as the documentation of the unique ways each context shapes the phenomenon under investigation.