Сравнение на методи
Прегледайте избраните методи един до друг; редовете с разлики са откроени.
| Клъстерно рандомизиран фракционен факторен експеримент× | Факториален рандомизиран контролиран експеримент× | |
|---|---|---|
| Област | Планиране на експеримента | Планиране на експеримента |
| Семейство | Process / pipeline | Process / pipeline |
| Година на възникване≠ | 1950s (fractional factorial); 1980s-1990s (cluster-randomized extensions) | 1926 (Fisher factorial foundations); 2000s–2010s (clinical factorial RCT formalization) |
| Създател≠ | Box, Hunter & Hunter (fractional factorial foundations); Murray & colleagues (group-randomized trial methodology) | R. A. Fisher (factorial design foundations); adapted into clinical trials via MOST framework (Collins et al., 2014) |
| Тип≠ | Experimental design (compound) | Experimental trial design |
| Основополагащ източник≠ | Box, G. E. P., Hunter, J. S., & Hunter, W. G. (2005). Statistics for Experimenters: Design, Innovation, and Discovery (2nd ed.). Wiley. ISBN: 978-0471718130 | Collins, L. M., Dziak, J. J., Kugler, K. C., & Trail, J. B. (2014). Factorial experiments: Efficient tools for evaluation of intervention components. American Journal of Preventive Medicine, 47(4), 498–504. DOI ↗ |
| Други названия | CR-FFE, cluster-randomized fractional factorial design, group-randomized fractional factorial trial, CRFFD | Factorial RCT, factorial trial, multi-factor RCT, factorial experiment with randomization |
| Свързани≠ | 5 | 6 |
| Резюме≠ | A cluster-randomized fractional factorial experiment combines two design principles: randomization is applied to intact groups (clusters such as schools, clinics, or communities) rather than individuals, and only a carefully chosen fraction of all possible factor-level combinations is tested. This pairing makes it practical to screen or evaluate multiple intervention components simultaneously in settings where individual randomization is infeasible, while keeping the number of required clusters manageable. | A factorial randomized controlled trial (factorial RCT) is an experimental design in which participants are randomly assigned to every possible combination of two or more independent factors (treatments or intervention components) simultaneously. This allows researchers to estimate the main effect of each factor and their interactions within a single, efficient trial, rather than running separate experiments for each factor. |
| ScholarGateНабор от данни ↗ |
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