articleMethodsXJan 1, 2022GOLD OA

Introduction to Bayesian Mindsponge Framework analytics: An innovative method for social and psychological research

Phenikaa University

PubMed
Indexed incrossrefdoajpubmed

Abstract

The paper introduces Bayesian Mindsponge Framework (BMF) analytics, a new analytical for investigating socio, psychological, and behavioral phenomena. The strengths of this method derive from the combination of the mindsponge mechanism's conceptual formulation power and Bayesian analysis's inferential advantages. The BMF-based research procedure includes six main steps, in which the mindsponge-based conceptualization and model construction is the key step that makes the method unique. Therefore, we elaborate on the fundamental components and functions of the mindsponge mechanism and summarize them into five memorable principles so that other researchers can capitalize directly. An exemplary analysis was…

Citation impact

285
total citations
FWCI
60.99
Percentile
100%
References
73
Citations per year

Authors

4

Topics & keywords

Keywords
  • Analytics
  • Data science
  • Bayesian probability
  • Computer science
  • Management science
  • Psychology
  • Artificial intelligence
  • Engineering
UN Sustainable Development Goals
  • Decent work and economic growth
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