Results for 'Bayesian Mindsponge Framework'

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  1. Exploring the effects of paranormal belief and gender on precognition task: An application of the Bayesian Mindsponge Framework on parapsychological research.Tam-Tri Le, Minh-Hoang Nguyen & Quan-Hoang Vuong - manuscript
    Precognition is an anomaly in information transmission and interpretation. Extant literature suggests that paranormal beliefs and gender may have significant influences on this unknown information process. This study examines the effects of these two factors, including their interactions, on precognition performance by employing the Bayesian Mindsponge Framework (BMF) analytics. Using Bayesian analysis on secondary data of 60 participants, we found that men may have higher chances to score a hit in a precognition task compared to women. (...)
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  2. Information Priorities for investment decision-making and fear during market crashes: Analyzing East Asian Countries with Bayesian Mindsponge Framework Analytics.Minh-Hoang Nguyen, Dan Li, Thien-Vu Tran, Phuong-Tri Nguyen, Thi Mai Anh Tran & Quan-Hoang Vuong - manuscript
    Market crises amplify fear, disrupting rational decision-making of stock investment. This study examines the relationship between investors’ information priorities—such as intuition, company performance, technical analysis, and other factors—and their fear responses (freeze, flight, and hiding) during market crashes. Using the Bayesian Mindsponge Framework (BMF) to analyze data from 1,526 investors in China and Vietnam, the findings reveal complex dynamics. We found positive associations between investors’ prioritization of social influence and intuition for investment decision-making with being freeze (i.e., (...)
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  3. Examining the influence of generalized trust on life satisfaction across different education levels and socioeconomic conditions using the Bayesian Mindsponge Framework.Tam-Tri Le, Minh-Hoang Nguyen, Ruining Jin, Viet-Phuong La, Hong-Son Nguyen & Quan-Hoang Vuong - manuscript
    Extant literature suggests a positive correlation between social trust (also called generalized trust) and life satisfaction. However, the psychological pathways underlying this relationship can be complex. Using the Bayesian Mindsponge Framework (BMF), we examined the influence of social trust in a high-violence environment. Employing Bayesian analysis on a sample of 1237 adults in Cali, Colombia, we found that in a linear relationship, generalized trust is positively associated with life satisfaction. However, in a model including the interactions (...)
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  4. Exploring factors contributing to creativity performance among entrepreneurs using the Bayesian Mindsponge Framework.Quan-Hoang Vuong, Tao Zhang, Viet-Phuong La, Quang-Loc Nguyen, Giang Hoang & Minh-Hoang Nguyen - manuscript
    Creativity is a crucial aspect of entrepreneurship. However, research on the information processing mechanism of creativity in relation to entrepreneurship is still very limited. To explore factors contributing to creativity performance among entrepreneurs in terms of information processing, we applied the Bayesian Mindsponge Framework. We used the Serendipity-Mindsponge-3D (SM3D) knowledge management theory to construct models and conducted Bayesian analysis on the most comprehensive and well-designed dataset of 3071 Vietnamese entrepreneurs up to date. We found that (...)
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  5. Essential materials for Bayesian Mindsponge Framework analytics.Aisdl Team - 2023 - Sm3D Science Portal.
    Acknowledging that many members of the SM3D Portal need reference documents related to Bayesian Mindsponge Framework (BMF) analytics to conduct research projects effectively, we present the essential materials and most up-to-date studies employing the method in this post. By summarizing all the publications and preprints associated with BMF analytics, we also aim to help researchers reduce the time and effort for information seeking, enhance proactive self-learning, and facilitate knowledge exchange and community dialogue through transparency.
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  6. The mindsponge and BMF analytics for innovative thinking in social sciences and humanities.Quan-Hoang Vuong, Minh-Hoang Nguyen & Viet-Phuong La (eds.) - 2022 - Berlin, Germany: De Gruyter.
    Academia is a competitive environment. Early Career Researchers (ECRs) are limited in experience and resources and especially need achievements to secure and expand their careers. To help with these issues, this book offers a new approach for conducting research using the combination of mindsponge innovative thinking and Bayesian analytics. This is not just another analytics book. 1. A new perspective on psychological processes: Mindsponge is a novel approach for examining the human mind’s information processing mechanism. This conceptual (...)
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  7. Assessing the needs of healthcare information for assisting family caregivers in cancer fear management: A mindsponge-based approach.Ni Putu Wulan Purnama Sari, Minh-Phuong Thi Duong, Made Mahaguna Putra, Pande Made Arbi Yudamuckti, Minh-Hoang Nguyen & Quan-Hoang Vuong - manuscript
    Fear of cancer is mostly related to cancer recurrence, metastasis, additional cancer, and diagnostic tests. Its legacy as a lethal disease has raised fear of approaching death. Currently, cancer’s total suffering and the worsening phenomena have raised fear, especially among female patients. Family caregivers (FCGs) who are responsible for the day-to-day cancer care at home need to help the patients deal with this fear frequently. Due to the limited care competencies, they need supportive care from healthcare professionals in cancer fear (...)
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  8. Ecomindsponge: A Novel Perspective on Human Psychology and Behavior in the Ecosystem.Minh-Hoang Nguyen, Tam-Tri Le & Quan-Hoang Vuong - 2023 - Urban Science 7 (1):31.
    Modern society faces major environmental problems, but there are many difficulties in studying the nature–human relationship from an integral psychosocial perspective. We propose the ecomind sponge conceptual framework, based on the mindsponge theory of information processing. We present a systematic method to examine the nature–human relationship with conceptual frameworks of system boundaries, selective exchange, and adaptive optimization. The theoretical mechanisms were constructed based on principles and new evidence in natural sciences. The core mechanism of ecomindsponge is the subjective (...)
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  9. Building eco-surplus culture among urban inhabitants as a novel strategy to improve finance for conservation in protected areas.Minh-Hoang Nguyen & Thomas E. Jones - 2022 - Humanities and Social Sciences Communications 9:426.
    The rapidly declining biosphere integrity, representing one of the core planetary boundaries, is alarming. One of the most widely accepted measures to halt the rate of biodiversity loss is to maintain and expand protected areas that are effectively managed. However, it requires substantial finance derived from nature-based tourism, specifically visitors from urban areas. Using the Bayesian Mindsponge Framework (BMF) on 535 Vietnamese urban residents, the current study examined how their biodiversity loss perceptions can affect their willingness to (...)
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  10. How AI’s Self-Prolongation Influences People’s Perceptions of Its Autonomous Mind: The Case of U.S. Residents.Quan-Hoang Vuong, Viet-Phuong La, Minh-Hoang Nguyen, Ruining Jin, Minh-Khanh La & Tam-Tri Le - 2023 - Behavioral Sciences 13 (6):470.
    The expanding integration of artificial intelligence (AI) in various aspects of society makes the infosphere around us increasingly complex. Humanity already faces many obstacles trying to have a better understanding of our own minds, but now we have to continue finding ways to make sense of the minds of AI. The issue of AI’s capability to have independent thinking is of special attention. When dealing with such an unfamiliar concept, people may rely on existing human properties, such as survival desire, (...)
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  11. ADDRESSING THE HIDDEN HUNGER AMONG CHILDREN THROUGH MICRONUTRIENT SUPPLEMENTATION: THE ROLE OF NATIONAL POLICIES IN SCHOOL FEEDING.Sari Ni Putu Wulan Purnama, Adrino Mazenda, Michael Kemboi, Minh-Hoang Nguyen & Quan-Hoang Vuong - manuscript
    Background: Overnutrition, undernutrition, and micronutrient deficiency present a major global public health challenge due to food insecurity. Micronutrient deficiencies are prevalent among children and result in impaired intellectual growth. Policy guidelines at the national level are essential for the success of micronutrient supplementation programs for children during school feeding. Aim: This study aims to analyze how various national policies guiding the school meal programs—such as those related to school feeding, nutrition, health, food safety, agriculture, and the private sector—associate with the (...)
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  12. POLICY ANALYSIS IN SCHOOL MEALS PROGRAM: REGULATION IMPACTS ON IN-SCHOOL FOOD FORTIFICATION.Sari Ni Putu Wulan Purnama, Adrino Mazenda, Chenaimoyo Lufutuko Faith Katiyatiya, Minh-Hoang Nguyen & Quan-Hoang Vuong - manuscript
    Background: Food fortification refers to the process of adding nutrients to foods during their production. It is a cost-effective strategy with well-documented health, economic, and social benefits. Food fortification practices in school meal programs need guidance and legal support from various national policies. Aim: This study aims to analyze how various national policies—such as those related to school feeding, nutrition, health, food safety, agriculture, and the private sector—associate with the implementation of in-school food fortification among countries with school meals programs. (...)
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  13. PROMOTING FOOD BIOFORTIFICATION IN AGRICULTURAL SECTORS THROUGH SCHOOL MEALS PROGRAM: THE SIGNIFICANCE OF NATIONAL POLICIES.Komang Agus Edi Suyoga, Sari Ni Putu Wulan Purnama, Chenaimoyo Lufutuko Faith Katiyatiya, Adrino Mazenda, Minh-Hoang Nguyen & Quan-Hoang Vuong - manuscript
    Background: Food biofortification practices in agricultural sectors involve the process of employing biotechnology to enhance the nutritional content of crops during their growth process. Biofortification makes foods even more nutritious and highly functional for addressing malnutrition among children. These practices in farming industries need guidance and legal support from various national policies to support high-quality supplies of school meals fully. Aim: This study aims to analyze the association between various national policies and the implementation of food biofortification practices in agricultural (...)
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  14. PREDICTING THE NEEDS OF EMOTIONAL SUPPORT AMONG FAMILY CAREGIVERS BY ANALYZING THE DEMANDED HEALTHCARE INFORMATION: INSIGHTS FROM FEMALE CANCER CAREGIVING.Sari Ni Putu Wulan Purnama, Minh-Phuong Thi Duong, Agustina Chriswinda Bura Mare, Minh-Hoang Nguyen & Quan-Hoang Vuong - manuscript
    In the last decade, the cases of breast and cervical cancer have been positioned at the top rank of cancer statistics worldwide. Consequently, many husbands become family caregivers (FCGs) and get the burden of cancer caregiving. Being blind and incompetent, they need supportive care from healthcare professionals (HCPs). To support them, HCPs provide various healthcare information to meet their needs. Further, their demand for a specific type of healthcare information may reflect their need for emotional support from the HCPs to (...)
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  15. Examining the demanded healthcare information among family caregivers for catalyzing adaptation in female cancer: Insights from home-based cancer care.Ni Putu Wulan Purnama Sari, Adrino Mazenda, Made Mahaguna Putra, Abigael Grace Prasetiani, Minh-Hoang Nguyen & Quan-Hoang Vuong - manuscript
    Adaptation and stress are two main concepts useful for better understanding the phases of illness and health-related human behavior. The two faces of adaptation, adaptation as a process and adaptation as a product, have raised the question of how long the adaptation process will take in cancer trajectories. The care setting transition from clinical-based into home-based cancer care has stressed the role of family caregivers (FCG) in cancer management. This study examines how types of demanded healthcare information affect the FCG’s (...)
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  16. Understanding the Supportive Care Needs of Family Caregivers in Cancer Stress Management: The Significance of Healthcare Information.Ni Putu Wulan Purnama Sari, Minh-Phuong Thi Duong, Adrino Mazenda, Agustina Chriswinda Bura Mare, Minh-Hoang Nguyen & Quan-Hoang Vuong - manuscript
    Cancer care has transitioned from clinical-based to home-based care to support longterm care in a more familiar and comfortable environment. This care transition has put family caregivers (FCGs) in a strategic position as care providers. Cancer care at home involves psychological and emotional treatment at some point, making FCGs deal with the stress of cancer patients frequently. Due to their limited care competencies, they need supportive care from healthcare professionals in cancer stress management. This study aims to examine how types (...)
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  17. An analytical framework-based pedagogical method for scholarly community coaching: A proof of concept.Ruining Jin, Giang Hoang, Thi-Phuong Nguyen, Phuong-Tri Nguyen, Tam-Tri Le, Viet-Phuong La, Minh-Hoang Nguyen & Quan-Hoang Vuong - 2023 - MethodsX 10:102082.
    Working in academia is challenging, even more so for those with limited resources and opportunities. Researchers around the world do not have equal working conditions. The paper presents the structure, operation method, and conceptual framework of the SM3D Portal's community coaching method, which is built to help Early Career Researchers (ECRs) and researchers in low-resource settings overcome the obstacle of inequality and start their career progress. The community coaching method is envisioned by three science philosophies (cost-effectiveness, transparency spirit, and (...)
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  18. The crucial roles of biodiversity loss belief and perception in urban residents’ consumption attitude and behavior towards animal-based products.Nguyen Minh-Hoang, Tam-Tri Le, Thomas E. Jones & Quan-Hoang Vuong - manuscript
    Products made from animal fur and skin have been a major part of human civilization. However, in modern society, the unsustainable consumption of these products – often considered luxury goods – has many negative environmental impacts. This study explores how people’s perceptions of biodiversity affect their attitudes and behaviors toward consumption. To investigate the information process deeper, we add the moderation of beliefs about biodiversity loss. Following the Bayesian Mindsponge Framework (BMF) analytics, we use mindsponge-based reasoning (...)
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  19. Mindsponge-based investigation into the non-linear effects of threat perception and trust on recycled water acceptance in Galicia and Murcia, Spain.Minh-Hoang Nguyen, Thi-Phuong Nguyen, Hong-Son Nguyen, Viet-Phuong La, Tam-Tri Le, Phuong-Loan Nguyen, Minh-Hieu Thi Nguyen & Quan-Hoang Vuong - 2023 - VMOST Journal of Social Sciences and Humanities 65 (1):3-10.
    The water scarcity crisis is becoming more severe across the globe and recycled water has been suggested as a feasible solution to the crisis. However, expanding the use of potable and recycled public water has been hindered by public acceptance. Previous studies suggest threat perception and trust of provided information have positive linear relationships with recycled water acceptance. However, given the complex filtering role of trust in the human mental process, we argue that the effects of threat perception and trust (...)
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  20. How long did it take to get to the inflection point?Minh-Hoang Nguyen - manuscript
    It always strikes me whenever I ask myself the question: How long does it take for me to get a complicated job done. Most of the time, I do not have an answer. Perhaps, it will be somewhat easier if one looks back upon the past. And suddenly, I am in a position to answer that question for a specific happening, called an inflection point. It is the advent of the Bayesian mindsponge framework or BMF for short.
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  21. Five years of the bayesvl package: A journey through Bayesian statistical analysis.Hong-Hue Thi Nguyen - 2024 - Sm3D Portal.
    Five years ago, on May 24, 2019, the computer program ‘bayesvl’ was officially published on R under the name “bayesvl: Visually Learning the Graphical Structure of Bayesian Networks and Performing MCMC with ‘Stan’”. This program (or package) was developed by two founders of the SM3D Portal, Vuong Quan Hoang and La Viet Phuong, to improve the productivity of conducting social research. The package was designed with a pedagogical orientation, supporting users in familiarizing themselves with Bayesian statistical methods, MCMC (...)
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  22. FINANCIAL AIDS AND SUPPLY PURCHASING FOR WIDER FEEDING MODALITIES IN SCHOOL MEAL PROGRAMS: A CASE STUDY OF USDA FUNDING.Adrino Mazenda, Chenaimoyo Lufutuko Faith Katiyatiya, Rodney Asilla, Minh-Phuong Thi Duong, Sari N. P. W. P., Minh-Hoang Nguyen & Quan-Hoang Vuong - manuscript
    Background: The feeding modalities applied in countries with school meal programs are varied because these are shaped not only by the national commitments to alleviate food insecurity among children but also by resource availability from national and international agencies. In terms of financial resources, the USA plays a consistent role in providing donations, grants, loans, and loan guarantee programs to support global school feeding. The U.S. Department of Agriculture (USDA) oversees these funding sources for international school meal programs. Aim: This (...)
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  23. Creating clear and reliable scientific evidence for marine stakeholders with felt responsibility to act against climate change.Minh-Hoang Nguyen, Ruining Jin, Minh-Phuong Thi Duong, Tam-Tri Le & Quan-Hoang Vuong - manuscript
    Climate change prevention necessitates the communication of transparent and reliable scientific evidence to improve public awareness and support. Felt responsibility is an essential factor influencing human environment-related psychology and behavior. However, the knowledge about the relationship between the felt responsibility and perceived uncertainty of scientific evidence regarding climate change has remained limited. The current study examines factors associated with the perceived uncertainty of scientific evidence (including felt responsibility to act on climate change) among stakeholders of marine and coastal ecosystems in (...)
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  24. The Role of Family and Multicultural Events in Fostering Vietnamese Students’ Tolerance and Inclusiveness in the Context of Globalization.Minh Hoang Nguyen, Ni Putu Wulan Purnama Sari, Dan Li, Minh Huan Nguyen, Minh-Phuong Duong & Quan-Hoang Vuong - manuscript
    Fostering tolerance and inclusiveness in multicultural societies is increasingly vital, particularly in educational settings. Understanding the impact of parental involvement and school events on students’ attitudes toward these values is essential for promoting social cohesion and preparing future generations for an interconnected world. This study applies Bayesian Mindsponge Framework (BMF) analytics to a representative dataset of 2,069 primary, secondary, and high school students across Vietnam. It explores how parental discussions and participation in multicultural school events influence students’ (...)
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  25. A dataset of blockage, vandalism, and harassment activities for the cause of climate change mitigation.Quan-Hoang Vuong, Minh-Hoang Nguyen & Viet-Phuong La - manuscript
    Environmental activism is crucial for raising public awareness and support toward addressing the climate crisis. However, using climate change mitigation as the cause for blockage, vandalism, and harassment activities might be counterproductive and risk causing negative repercussions and declining public support. The paper describes a dataset of metadata of 89 blockage, vandalism, and harassment events happening in recent years. The dataset comprises three main categories: 1) Events, 2) Activists, and 3) Consequences. For researchers interested in environmental activism, climate change, and (...)
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  26. In search of value: The intricate impacts of benefit perception, knowledge, and emotion about climate change on marine protection support.Minh-Hoang Nguyen, Minh-Phuong Thi Duong, Quang-Loc Nguyen, Viet-Phuong La & Quan-Hoang Vuong - manuscript
    Marine and coastal ecosystems are crucial in maintaining human livelihood, facilitating social development, and reducing climate change impacts. Studies have examined how the benefit perception of aquatic ecosystems, knowledge, and emotion about climate change affect peoples’ support for marine protection. However, their interaction effects remain understudied. The current study explores the intricate interaction effect of the benefit perception of aquatic ecosystems, knowledge, and worry about climate change on marine protection support. Bayesian Mindsponge Framework (BMF) analytics was employed (...)
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  27. Cultivating Chinese elementary school children’s environmental awareness and protection: Which parents’ natural engagement methods are effective?Minh-Hoang Nguyen, Thanh Tu Tran, Minh-Phuong Thi Duong, Thien-Vu Tran, Viet-Phuong La & Quan-Hoang Vuong - manuscript
    Parental environmental education in early childhood is vital for nurturing environmental awareness and ecological protection. This study investigates how parents’ nature engagement methods influence children’s environmental awareness and participation in protection activities. Using the Bayesian Mindsponge Framework with data from 516 children and their primary caregivers across 23 elementary summer schools in five urban Chinese cities, the findings reveal varying impacts of parental engagement methods. Raising animals and plants is positively associated with environmental awareness (moderate reliability) and (...)
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  28. Predictors of Residents’ Sensitivity to Air Quality Index Ratings Amid Wildfire Smoke: Evidence from the United States.Quan-Hoang Vuong, Thanh Tu Tran, Ni Putu Wulan Purnama Sari, Viet-Phuong La & Minh-Hoang Nguyen - manuscript
    Wildfires have become an increasing global threat to public health and quality of life. Many countries employ air quality monitoring and reporting systems to mitigate health risks associated with air pollution, including wildfire smoke. This study investigates the factors influencing individuals’ sensitivity to air quality information, specifically their likelihood of reducing or ceasing outdoor activities in response to air quality ratings, with a focus on wildfire smoke exposure in the western United States. Using the Bayesian Mindsponge Framework (...)
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  29. (1 other version)Near-Suicide Phenomenon: An Investigation into the Psychology of Patients with Serious Illnesses Withdrawing from Treatment.Quan-Hoang Vuong, Tam-Tri Le, Ruining Jin, Quy Van Khuc, Hong-Son Nguyen, Thu-Trang Vuong & Minh-Hoang Nguyen - 2023 - International Journal of Environmental Research and Public Health 20 (6):5173.
    Patients with serious illnesses or injuries may decide to quit their medical treatment if they think paying the fees will put their families into destitution. Without treatment, it is likely that fatal outcomes will soon follow. We call this phenomenon “near-suicide”. This study attempted to explore this phenomenon by examining how the seriousness of the patient’s illness or injury and the subjective evaluation of the patient’s and family’s financial situation after paying treatment fees affect the final decision on the treatment (...)
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  30. WIIFM: Absorptive capacity for digital natives in explorative space and tech education for survival in the virtual world.Quan-Hoang Vuong, Tam-Tri Le, Ruining Jin, Giang Hoang, Quang-Loc Nguyen & Minh-Hoang Nguyen - manuscript
    Humankind is facing many existential global problems that require international and transgenerational efforts to be solved. Preparing our next generation with sufficient knowledge and skills to deal with such problems is imperative. Fortunately, the digital environment provides foundational conditions for children’s and adolescents’ exploration and self-learning, which might help them cultivate the necessary knowledge and skills for future survival. We conducted the Bayesian Mindsponge Framework (BMF) analytics on a dataset of 2069 students from 54 Vietnamese elementary, secondary, (...)
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  31. What Leonardo DiCaprio has to say about nature-human nexus: The roles of biodiversity loss perception toward skin/fur product consumption.Quan-Hoang Vuong, Thomas Jones & Minh-Hoang Nguyen - manuscript
    Products made from animal fur and skin have been a major part of human civilization. However, in modern society, the unsustainable consumption of these products – often considered luxury goods – has many negative environmental impacts. This study explores how people’s perceptions of biodiversity affect their attitudes and behaviors toward consumption. To investigate the information process deeper, we add the moderation of beliefs about biodiversity loss. Following the Bayesian Mindsponge Framework (BMF) analytics, we use mindsponge-based reasoning (...)
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  32. From beauty to belief: The aesthetic and diversity values of plants and pets in shaping biodiversity loss belief among Vietnamese urban residents.Quan-Hoang Vuong, Minh-Phuong Thi Duong, Ni Putu Wulan Purnama Sari, Viet-Phuong La & Minh-Hoang Nguyen - 2024 - Humanities and Social Sciences Communications 11:1510.
    Aesthetics is a crucial ecosystem service provided by biodiversity, which is believed to help improve humans’ quality of life and is linked to environmental consciousness and pro-environmental behaviors. However, how aesthetic experience induced by plants/animals influences the belief in the occurrence and significance of biodiversity loss among urban residents remains understudied. Thus, the current study aimed to examine how the diversity of pets and in-house plants affect urban residents’ belief in biodiversity loss in different scenarios of aesthetic experiences (positive and (...)
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  33. Coordinated school and family environmental education efforts for a generation of eco-surplus culture.Quan-Hoang Vuong, Minh-Phuong Thi Duong, Viet-Phuong La, Dan Li & Minh-Hoang Nguyen - manuscript
    Climate change and environmental degradation are threatening the existence of humanity. The youth have the potential and capability to play a pivotal role in tackling these challenges. Therefore, the current study aims to examine how school and family environmental education can enhance environmental knowledge, willingness to take action, and pro-environmental behaviors among children and young people. The Bayesian Mindsponge Framework (BMF) analytics was utilized on a nationally representative dataset of 2069 Vietnamese primary, secondary, and high school students. (...)
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  34. Promoting healthy eating in Iran: The roles of information-seeking ability and e-health literacy in the digital age.Minh-Hoang Nguyen, Ni Putu Wulan Purnama Sari, Adrino Mazenda, Ifeanyi Ogbekene, Chenaimoyo Lufutuko Faith Katiyatiya, Viet-Phuong La & Quan-Hoang Vuong - manuscript
    Healthy eating has long been a focus of professionals and researchers, both to evaluate strategies for improvement and to gain a deeper understanding of its dynamics in order to develop effective promotion methods. This study aims to examine the roles of individuals’ information-seeking abilities and e-health literacy in fostering a healthy eating intention among Iranians. Employing Bayesian Mindsponge Framework analytics on a dataset of 9,755 Iranian participants, the study found positive associations between healthy eating information-seeking ability, e-health (...)
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  35. The Effectiveness of Knowledge Management Systems in Improving Teaching Motivation among Vietnamese Higher Education Staffs.Dan Li, Ni Putu Wulan Purnama Sari, Thien-Vu Tran, Minh-Hoang Nguyen & Quan-Hoang Vuong - manuscript
    This study investigates the dynamic relationship between knowledge management systems, particularly emphasizing knowledge acquisition and dissemination, and their impact on academic staff's teaching motivation. By employing the Bayesian Mindsponge Framework (BMF), data from 676 academic staff at higher education institutions in Vietnam was analyzed, revealing a complex interplay of factors. Notably, positive associations were found between knowledge acquisition, knowledge dissemination, and teaching motivation. However, the interaction effect of knowledge acquisition and knowledge dissemination appeared to be negatively associated (...)
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  36. How social classes and health considerations in food consumption affect food price concerns.Ruining Jin, Tam-Tri Le, Resti Tito Villarino, Adrino Mazenda, Minh-Hoang Nguyen & Quan-Hoang Vuong - manuscript
    Food prices are a daily concern in many households’ decision-making, especially when people want to have healthier diets. Employing Bayesian Mindsponge Framework (BMF) analytics on a dataset of 710 Indonesian citizens, we found that people from wealthier households are less likely to have concerns about food prices. However, the degree of health considerations in food consumption was found to moderate against the above association. In other words, people of higher income-based social classes may worry more about food (...)
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  37. SYNERGY BETWEEN SCHOOL MEAL PROGRAMS AND FOOD BANKS TO COMBAT FOOD INSECURITY AMONG CHILDREN: THE SIGNIFICANCE OF EXPERTS INVOLVEMENT.Sari Ni Putu Wulan Purnama, Chenaimoyo Lufutuko Faith Katiyatiya, Adrino Mazenda, Chido Chakanya, Minh-Hoang Nguyen & Quan-Hoang Vuong - manuscript
    Background: Food insecurity condition challenges the availability of food, access to food, food supply stability, and food utilization. Food banks play a major role in the food aid sector by distributing donated and purchased groceries directly to food-insecure families, thus significantly impacting food insecurity. On the other hand, school meal programs are implemented in many countries to combat food insecurity among school-aged children. The synergy between school meal programs and food banks has a great potency to combat food insecurity among (...)
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  38. NATIONAL AND INTERNATIONAL CAPACITIES IN SUPPLY CHAIN MANAGEMENT OF SCHOOL MEALS PROGRAM: A FOOD VARIETY-BASED ANALYSIS.Deatri Arumsari Agung, Dan Li, Rodney Asilla, Adrino Mazenda, Sari Ni Putu Wulan Purnama, Minh-Hoang Nguyen & Quan-Hoang Vuong - manuscript
    Background: The school meals program has multiple objectives of education, nutrition, and value transfer. To ensure achieving the goal, total quality management (TQM) is implemented in the school meals program. Supply chain issues pose significant challenges to TQM implementation in the program execution. Aim: This study aims to examine national and international capacities in supply chain management by analyzing the variety of food items delivered through the school meals program. Methods: The Bayesian Mindsponge Framework, combining the reasoning (...)
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  39. Comparative Study of the Effectiveness of Chinese Mothers and Fathers in Influencing Children's Waste Reusing and Recycling Behaviors.Minh-Hoang Nguyen, Minh-Phuong Thi Duong, Thi Mai Anh Tran, Ni Putu Wulan Purnama Sari, Chamunorwa Huni, Viet-Phuong La & Quan-Hoang Vuong - manuscript
    Parental influence plays a crucial role in shaping children’s behaviors. While several studies have examined parents’ roles in fostering children’s sustainable habits, they often treat parental influence as a single construct, overlooking the distinct roles of fathers and mothers, as well as the influence of cultural values and norms. This study explores the distinct roles of Chinese fathers and mothers in shaping children’s waste reusing and recycling behaviors. Using Bayesian Mindsponge Framework analytics, the study analyzed responses from (...)
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  40. Investigating climate change-related factors that hinder stakeholders’ willingness to protect ocean.Phuong-Tri Nguyen, Minh-Phuong Thi Duong, Viet-Phuong La, Minh-Hoang Nguyen & Quan-Hoang Vuong - manuscript
    Community and stakeholder support for marine and coastal ecosystem conservation policies is crucial. However, extant multinational studies on climate change-related factors that constrain stakeholders’ willingness to protect the ocean are limited. Therefore, the dataset from 709 marine stakeholders across 42 countries, part of the MaCoBioS project funded by the European Commission, was analyzed using the Bayesian Mindsponge Framework (BMF) method to fill the knowledge gap. The findings reveal that for individuals who think society is doing too much (...)
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  41. IMPROVING COMMUNITY ENGAGEMENT BY CREATING JOBS AND INCOME-GENERATING OPPORTUNITIES FOR WOMEN: THE PURPOSEFUL FOCUS OF SCHOOL MEAL PROGRAMS.Minh-Phuong Thi Duong, Dan Li, Thi Mai Anh Tran, Sari N. P. W. P., Minh-Hoang Nguyen & Quan-Hoang Vuong - manuscript
    Background: School meal programs are not only government initiatives but also community-driven efforts. Aiming to combat food insecurity among school-aged children effectively, these programs are executed in conjunction with food bank initiatives. Various community groups play a crucial role in the success of both food security initiatives. There is a need to improve community engagement to successfully link school meal programs with food banks to build program synergy, combating food insecurity through a two-sided approach. Aim: This study aims to examine (...)
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  42. SUPPLY SOURCING STRATEGIES AND FEEDING MODALITIES IN SCHOOL MEAL PROGRAMS: THE CONTRIBUTIONS OF IN-KIND DONATIONS AND PURCHASES FROM NATIONAL AND INTERNATIONAL BODIES.Chamunorwa Huni, Minh-Phuong Thi Duong, Sari Ni Putu Wulan Purnama, Adrino Mazenda, Davy Budiono, Minh-Hoang Nguyen & Quan-Hoang Vuong - manuscript
    Background: The feeding modalities used in school meal programs—such as breakfast, lunch, dinner, snacks, and take-home rations—are influenced by various factors, including supply chain constraints and technical challenges in food distribution. The methods of supply sourcing, whether through domestic or foreign food reserves via in-kind donations or purchases, play a critical role in shaping the feeding options provided. Aim: This study aims to examine the association between supply-sourcing strategies, i.e., domestic and foreign in-kind donations and national-international purchases, with the feeding (...)
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  43. Exploring predictors of donation willingness for urban public parks in Vietnam: Socio-demographic factors, motivations, and visitation frequency.Thi Mai Anh Tran, Ni Putu Wulan Purnama Sari, Manh Tan Le, Minh-Hoang Nguyen & Quan-Hoang Vuong - manuscript
    Rapid urbanization in Vietnam significantly impacts the environment and human well-being. Public parks are crucial for enhancing social and environmental sustainability in urban areas, yet their establishment and expansion require substantial funding. This study investigates the factors influencing Vietnamese urban residents’ willingness to donate to planting projects in public parks, utilizing the Bayesian Mindsponge Framework (BMF), which combines Mindsponge Theory’s informational entropy-based notion of value with Bayesian analysis. Analyzing data from 535 residents in major Vietnamese (...)
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  44. The complex interplay between climate change belief, political identity, and potable water reuse willingness: Insights from the arid region of the United States.Minh-Hoang Nguyen, Dan Li, Geng Li, Thi Mai Anh Tran & Quan-Hoang Vuong - manuscript
    Public sentiment regarding climate change in the United States is starkly divided, with the Republicans and Democrats holding markedly different views. Given the inherent connection between the water crisis and climate change, this research aimed to investigate the interplay between the residents’ beliefs about the impact of climate change on water supply unpredictability, their political identity, and their willingness to adopt direct and indirect potable water reuse. The Bayesian Mindsponge Framework (BMF) analytics was conducted on a dataset (...)
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  45. The Attraction of the Cosmos: How information inducing happiness and impression affects attitudes toward space tourism.Tam-Tri Le, Ruining Jin, Minh-Hoang Nguyen & Quan-Hoang Vuong - manuscript
    Space tourism is an emerging field where few people have direct experience. However, considering the potential in the near future, it is beneficial to better understand how related information influences people’s attitudes about this new form of tourism. Employing information-processing-based Bayesian Mindsponge Framework (BMF) analytics on a dataset of 361 respondents consuming content related to space tourism on Chinese social media, we found that induced happiness and impression are positively associated with willingness to try space tourism. Information (...)
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  46. Envelope culture in the healthcare system: happy poison for the vulnerable.Quan-Hoang Vuong, Viet-Phuong La, Giang Hoang, Quang-Loc Nguyen, Thu-Trang Vuong & Minh-Hoang Nguyen - manuscript
    Bribing doctors for preferential treatment is rampant in the healthcare system of developing countries like Vietnam. Although bribery raises the out-of-pocket expenditures of patients, it is so common to be deemed an “envelope culture.” Given the little understanding of the underlying mechanism of the culture, this study employed the mindsponge theory for reasoning the mental processes of both patients and doctors for why they embrace the “envelope culture” and used the Bayesian Mindsponge Framework (BMF) analytics to (...)
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  47.  89
    Statistics: bayesvl and BMF analytics.A. I. S. D. L. Team - manuscript
    This page provides a quick glance at official publications that use either the bayesvl package in R or the BMF analytics (or both). The data will tell a bit about the research community’s efforts made over time and the growth of the bayesvl/BMF analytics community.
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  48. Applications and developments of BMF analytics/MT over time.A. I. S. D. L. Team - 2024 - Sm3D Portal.
    As of January 20, 2024, we recorded 168 documents (including articles, books, proceedings, and lectures) that have used Bayesian Mindsponge Framework (BMF) analytics/Mindsponge Theory (MT) substantively. This number has increased by 31.25% since the previous record on July 9, 2023. The documents have been authored or co-authored by 330 researchers from 215 institutions in 38 countries, of which 67% come from developing/emerging countries. Among 330 users, 32 are registered members of the SM3D Portal.
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  49. Improving the market for livestock production households to alleviate food insecurity in the Philippines.Minh-Phuong Thi Duong, Ni Putu Wulan Purnama Sari, Adrino Mazenda, Tam-Tri Le, Minh-Hoang Nguyen & Quan-Hoang Vuong - manuscript
    Food security is one of the major concerns in the Philippines. Although livestock and poultry production accounts for a significant proportion of the country’s agricultural output, smallholder households are still vulnerable to food insecurity. The current study aims to examine how livestock production and selling difficulties affect smallholder households’ food-insecure conditions. For this objective, Bayesian Mindsponge Framework (BMF) analytics was employed on a dataset of the Food and Agriculture Organization’s Data in Emergencies Monitoring (DIEM) system. We found (...)
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  50. Rethinking the effects of performance expectancy and effort expectancy on new technology adoption: Evidence from Moroccan nursing students.Ni Putu Wulan Purnama Sari, Minh-Phuong Thi Duong, Dan Li, Minh-Hoang Nguyen & Quan-Hoang Vuong - manuscript
    Clinical practice is a part of the integral learning method in nursing education. The use of information and communication technologies (ICT) in clinical learning is highly encouraged among nursing students to support evidence-based nursing and student-centered learning. Through the information-processing lens of the mindsponge theory, this study views performance expectancy (or perceived usefulness) and effort expectancy (or perceived ease of use) as results of subjective benefit and cost judgments determining the students’ ICT using intention for supporting clinical learning, respectively. (...)
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