ScholarGate
Asistenti

Krahasoni metodat

Shqyrtoni metodat e zgjedhura krah për krah; rreshtat që ndryshojnë janë të theksuar.

Studim i Kontrolluar Randomizuar me Cluster×Modelimi Shumë-Nivelësh×
FushaDizajni eksperimentalStatistika e hulumtimit
FamiljaProcess / pipelineProcess / pipeline
Viti i origjinës1978–1980s1992
KrijuesiCornfield (1978); systematised by Donner and colleagues (1980s)Anthony Bryk and Stephen Raudenbush
LlojiExperimental designMethod
Burimi themeluesDonner, A., & Klar, N. (2000). Design and Analysis of Cluster Randomization Trials in Health Research. Arnold. ISBN: 978-0340652978Bryk, A. S., & Raudenbush, S. W. (1992). Hierarchical Linear Models: Applications and Data Analysis Methods. SAGE Publications. DOI ↗
Emërtime të tjeracluster RCT, group-randomized trial, community randomized trial, cluster-randomized experimentHLM, mixed-effects models, random effects models, MLM
Të lidhura43
PërmbledhjaA cluster randomized controlled trial (cluster RCT) is an experimental design in which intact social or organisational groups — such as schools, clinics, villages, or workplaces — are randomly assigned to treatment conditions rather than individual participants. Outcomes are still measured at the individual level, but the unit of randomization is the cluster. This design is essential when an intervention is delivered to whole groups, when there is a risk of contamination between participants in the same setting, or when individual randomization is logistically or ethically impractical.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.
ScholarGateSeti i të dhënave
  1. v1
  2. 2 Burimet
  3. PUBLISHED
  1. v1
  2. 3 Burimet
  3. PUBLISHED

Shko te kërkimi Shkarko diapozitivat

ScholarGateKrahasoni metodat: Cluster Randomized Controlled Trial · Multilevel Modeling. Marrë më 2026-06-17 nga https://scholargate.app/sq/compare