ArticleMethodsX2022
Introduction to Bayesian Mindsponge Framework analytics: An innovative method for social and psychological research.
Article in MethodsX, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 38 papers.
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Who cites it
38 citing papers in PubMed.
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- Supporting the Synergy Between School Meal Programs and Food Banks to Combat Food Insecurity Among Children: A Bayesian Mindsponge Framework Analysis.Health science reports · 2026Article
- How gender is associated with physical bullying and victimization across adolescent stages.PloS one · 2026Article
- Political vs. expert: the impact of influencer type on vaccination willingness.Frontiers in public health · 2026Article
- Attachment beyond the screen: The influences of demographic factors and parasocial relationships on social media use in Qatar.PloS one · 2025Article
- Crossing borders, shaping politics: A study on the political interest of Chinese international student returnees of Eastern China.PloS one · 2025Article
- Risk factors for suicidal ideation among survivors of suicide loss using a psychological support hotline.Frontiers in psychiatry · 2025Article
- Exploring the mechanism of trait depression and cognitive impairment on the formation of among individuals with methamphetamine use disorder under varying degrees of social support.Frontiers in public health · 2025Article
- Digital literacy, ecological values, and green food consumption: an extended Theory of Planned Behavior model in Chinese universities.Frontiers in public health · 2025Article
- A happy place to be in: how beliefs about living places influence depression in Chinese international student returnees.BMC public health · 2024Article
- Article
- A dataset of blockade, vandalism, and harassment activities for the cause of climate change mitigation.Data in brief · 2024Article
- Eyes on me: how social media use is associated with urban Chinese adolescents' concerns about their physical appearance.Frontiers in public health · 2024Article
- The darkness of reacculturation: examining factors influencing depression among Chinese international student returnees in the post-COVID-19 era.Frontiers in psychology · 2024Article
- How does Internet use impact the mental health of social assistance recipients in China? Examining the chain mediating role of social support and family resilience.Frontiers in psychology · 2024Article
- Nursing students' work readiness and its influencing factors before participating in a nurse residency program: a multicenter cross-sectional study.Frontiers in medicine · 2024Article
- The mediating role of subjective social status in the association between objective socioeconomic status and mental health status: evidence from Iranian national data.Frontiers in psychiatry · 2024Article
- Trust Is for the Strong: How Health Status May Influence Generalized and Personalized Trust.Healthcare (Basel, Switzerland) · 2023Article
- A dataset of Chinese drivers' driving behaviors and socio-cultural factors related to driving.Data in brief · 2023Article
- Esophageal cancer patients' need for information and support in making a treatment decision between standard surgery and active surveillance.Cancer medicine · 2023Article
Corrections and comments
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Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The paper introduces Bayesian Mindsponge Framework (BMF) analytics, a new analytical tool 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 performed using a dataset of 3071 Vietnamese entrepreneurs' decisiveness and perceptions of the likelihood of success/continuity to validate the method.•
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.