পদ্ধতির তুলনা করুন
নির্বাচিত পদ্ধতিগুলো পাশাপাশি পর্যালোচনা করুন; যে সারিগুলোয় পার্থক্য আছে সেগুলো চিহ্নিত করা হয়।
| কার্যকারণ মধ্যস্থতাকারী বিশ্লেষণ (প্রাকৃতিক প্রত্যক্ষ ও পরোক্ষ প্রভাব)× | শর্তাধীন প্রক্রিয়া বিশ্লেষণ (মডারেটেড মধ্যস্থতা)× | মধ্যস্থতা বিশ্লেষণ× | |
|---|---|---|---|
| ক্ষেত্র≠ | কার্যকারণ অনুমান | কার্যকারণ অনুমান | পরিসংখ্যান |
| পরিবার≠ | Regression model | Regression model | Hypothesis test |
| উদ্ভবের বছর≠ | 2010 | 2018 | 1986 |
| প্রবর্তক≠ | Pearl (2001); general framework by Imai, Keele & Tingley (2010) | Andrew F. Hayes (PROCESS framework); Preacher, Rucker & Hayes (moderated mediation) | Baron & Kenny |
| ধরন≠ | Counterfactual causal decomposition | Regression-based conditional process model | Indirect effects / path test |
| মৌলিক উৎস≠ | Pearl, J. (2001). Direct and Indirect Effects. In Proceedings of the Seventeenth Conference on Uncertainty in Artificial Intelligence (UAI), 411-420. link ↗ | Hayes, A. F. (2018). Introduction to Mediation, Moderation, and Conditional Process Analysis: A Regression-Based Approach (2nd ed.). The Guilford Press. ISBN: 978-1462534654 | Baron, R. M. & Kenny, D. A. (1986). The moderator-mediator variable distinction in social psychological research. Journal of Personality and Social Psychology, 51(6), 1173–1182. link ↗ |
| অপর নাম≠ | natural direct effect, natural indirect effect, NDE / NIE decomposition, counterfactual mediation | moderated mediation, moderated mediation analysis, PROCESS model, Hayes PROCESS conditional process model | indirect effects analysis, path-based mediation, PROCESS macro mediation, Aracılık Analizi (Mediation / PROCESS) |
| সম্পর্কিত | 5 | 5 | 5 |
| সারসংক্ষেপ≠ | Causal mediation analysis is a counterfactual framework that splits a treatment's total effect into a Natural Direct Effect (NDE) and a Natural Indirect Effect (NIE) that runs through a mediator. The modern general approach was formalised by Pearl (2001) and Imai, Keele and Tingley (2010), giving the decomposition a precise causal interpretation. | Conditional process analysis is Andrew F. Hayes's regression-based PROCESS framework (2018) that combines mediation and moderation in a single model, testing how an indirect effect changes across levels of a moderator. It quantifies conditional indirect and conditional direct effects and tests them with bootstrap confidence intervals. | Mediation analysis is a statistical procedure that tests whether the effect of an independent variable X on an outcome Y operates wholly or partly through a third variable M, called the mediator. Formalised by Baron and Kenny in 1986, it decomposes the total effect of X on Y into a direct path (c′) and an indirect path (a × b), quantifying how much of the relationship is carried by the mediating mechanism. |
| ScholarGateডেটাসেট ↗ |
|
|
|