เปรียบเทียบวิธี
ดูวิธีที่เลือกเทียบกันแบบเคียงข้าง แถวที่ต่างกันจะถูกเน้นไว้
| การวิจัยเชิงพรรณนาแบบลำดับชั้น× | Multilevel Modeling× | |
|---|---|---|
| สาขาวิชา≠ | การออกแบบการวิจัย | สถิติการวิจัย |
| ตระกูล | Process / pipeline | Process / pipeline |
| ปีกำเนิด≠ | 1980s–1990s (multilevel descriptive formalization) | 1992 |
| ผู้ริเริ่ม≠ | Formalized within survey and educational research traditions; associated with Hox, Raudenbush, Bryk, and Creswell | Anthony Bryk and Stephen Raudenbush |
| ประเภท≠ | Quantitative observational/descriptive design | Method |
| แหล่งต้นตำรับ≠ | Hox, J. J. (2010). Multilevel Analysis: Techniques and Applications (2nd ed.). Routledge. ISBN: 978-1848728455 | Bryk, A. S., & Raudenbush, S. W. (1992). Hierarchical Linear Models: Applications and Data Analysis Methods. SAGE Publications. DOI ↗ |
| ชื่อเรียกอื่น | multilevel descriptive design, nested descriptive study, hierarchical survey design, stratified descriptive research | HLM, mixed-effects models, random effects models, MLM |
| ที่เกี่ยวข้อง≠ | 4 | 3 |
| สรุป≠ | Hierarchical descriptive research is an observational design that documents the current state of a phenomenon across two or more nested levels — for example, students within classrooms within schools, or employees within teams within organizations. Rather than testing hypotheses or explaining causation, it describes distributions, frequencies, and relationships at each level, making explicit the structured, layered nature of the population being studied. | Multilevel modeling (also called hierarchical linear modeling, mixed-effects modeling) is a statistical framework for analyzing data organized in nested or clustered structures—students within schools, patients within hospitals, repeated measures within individuals. Developed by Bryk and Raudenbush (1992), it accounts for dependency among observations and partitions variance into levels (within-cluster and between-cluster), enabling valid inference and revealing context effects. Essential in education, medicine, organizational research, and any field where data have natural hierarchies. |
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