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<DIV align=justify> 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 framework is used to construct models in studies. The framework is highly flexible and widely applicable for many different types of information processes. The mindsponge approach can help researchers discover interesting ideas or even formulate their very own theories when investigating psychosocial phenomena. This approach brings a fresh wind to the current landscape of social sciences and humanities (SSH). 2. Easy-to-follow analysis protocol: The Bayesian Mindsponge Framework (BMF analytics) is useful in terms of computing and visualizing power but also easy to learn and apply. Contrary to being intimidating, the Bayesian analytics section of this book is presented in a reader-friendly manner with a detailed yet clear step-by-step procedure. Examples are from published BMF articles, allowing readers to immediately practice the method and quickly create their own applications. With educational purposes in mind, the book is very suitable for ECRs who are looking to innovate their research methods. 3. Advocating for low-cost, high-quality research: Doing science can be very costly. Mindsponge innovative thinking and BMF analytics help produce impactful studies using openly available data on online repositories. This is based on the authors’ previous works and experiences. The book presents examples of employing the open R package bayesvl on secondary data from different sources. With less financial constraints, researchers can have more freedom of thought to pursue their curiosity and creativity. ECRs in low- and middle-income countries may find this aspect crucial in their careers. 4. Support and collaboration: The authors share their insights from experiences in the academic publishing system to help readers get through the processes of manuscript writing and peer-reviewing more easily. The authors are also ready to support other researchers with further inquiries and collaboration opportunities at the following website, <a href="https://mindsponge.info/">https://mindsponge.info</a>. This book is for: a) ECRs whose only abundant resources are their innovation capacity and strength of will; b) Researchers in SSH who want to explore a novel approach to thinking and study conducting; c) Low- and middle-income countries’ researchers looking for a cost-effective research protocol; and, d) Innovative thinkers who want to turn their interesting thoughts into good publications.

Chapter 5: Bayesian Mindsponge Framework analytics: a novel methodological approach for social sciences and humanities

Chapter 5: Bayesian Mindsponge Framework analytics: a novel methodological approach for social sciences and humanities

Frontmatter

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A preamble about doing research that sells

A preamble about doing research that sells

{"title":{"xml:lang":"en","content":"A preamble about doing research that sells"}}

Acknowledgment

{"title":{"xml:lang":"en","content":"Acknowledgment"}}

Table of contents

{"title":{"xml:lang":"en","content":"Table of contents"}}

About the Editors and Contributors

{"title":{"xml:lang":"en","content":"About the Editors and Contributors"}}

List of Figures

{"title":{"xml:lang":"en","content":"List of Figures"}}

List of Tables

{"title":{"xml:lang":"en","content":"List of Tables"}}

Chap 1: Mindsponge mechanism: Emergence, application, and potential

Chap 1: Mindsponge mechanism: Emergence, application, and potential

Chapter 2 Mindsponge mechanism: an information processing conceptual framework

Chapter 2 Mindsponge mechanism: an information processing conceptual framework

Chapter 3: How to explore the suicidal mind: a mindsponge-based conceptualization

Chapter 3: How to explore the suicidal mind: a mindsponge-based conceptualization

Chapter 4: Trust in mindsponge: a new perspective on information reliability

Chapter 4: Trust in mindsponge: a new perspective on information reliability

Chapter 6: Preparations for working with the Bayesian Mindsponge Framework analytics effectively

Chapter 6: Preparations for working with the Bayesian Mindsponge Framework analytics effectively

Chapter 7: The first BMF investigation: suicidal ideation mechanism

Chapter 7: The first BMF investigation: suicidal ideation mechanism

Chapter 8: The second BMF investigation: mindset, motivation, and book reading interest

Chapter 8: The second BMF investigation: mindset, motivation, and book reading interest

Chapter 9: The third BMF investigation: Internet healthcare information, trust, and personal assessment

Chapter 9: The third BMF investigation: Internet healthcare information, trust, and personal assessment

Chapter 10: Updated protocol for performing BMF analytics using bayesvl

Chapter 10: Updated protocol for performing BMF analytics using bayesvl

Chapter 11: Mindsponge-based theoretical reasoning on the political psychology that begets and empowers a dictator

Chapter 11: Mindsponge-based theoretical reasoning on the political psychology that begets and empowers a dictator

Index

{"title":{"xml:lang":"en","content":"Index"}}

<DIV align=left>Quan-Hoang Vuong, Minh-Hoang Nguyen, Viet-Phuong La

 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 framework is used to construct models in studies.

 Academia is a competitive environment. Early Career Researchers (ECRs) are limited in experience and resources and especially need...

Chapter 5: Bayesian Mindsponge Framework analytics: a novel methodological approach for social sciences and humanities

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