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Pre-PhD Certificate Course in Rank-Based Data Science

Pre-PhD Certificate Course in Rank-Based Data Science The programme can prepare PhD aspirants to work with ordinal, preference, and non-parametric data, which are very common in social science research. It can also help students who have limited statistical backgrounds become comfortable with data analysis before starting their doctoral research. 1.Foundations of Rank-Based Data Measurement scales Ordinal data and ranking techniques Research applications 2.Data Management and Visualization Data entry and coding in Excel/R Graphical representation Data cleaning 3.Rank-Based Statistical Techniques Spearman's rank correlation Kendall's Tau and Kendall's W Mann–Whitney U, Wilcoxon, Kruskal–Wallis, Friedman test 4.Scale Construction and Preference Analysis Paired comparison Rank-order scales Preference and attitude measurement 5.Advanced Topics Correspondence analysis Multidimensional scaling Cluster analysis using rank data. 6. Research Applications Formulating research problem...

6-Month Online Training on Foundations of Applied Psychometrics with JAMOVI and R-Studio

  Information Brochure 6-Month Online Training on Foundations of Applied Psychometrics with JAMOVI and R-Studio Organized by Rabindrik Psychotherapy Research Institute Trust (RPRIT),Registered Academic Trust under the Indian Trust Act, 1882 Registration No.: 150600103 DARPAN ID: WB/2025/0514195 About the Institute Rabindrik Psychotherapy Research Institute Trust (RPRIT) is a non-profit academic trust established on 1 July 2018 with the mission of promoting research, training, and knowledge dissemination in psychology, psychometrics, research methodology, statistics, and Rabindrik Psychotherapy. The institute offers online and blended learning programmes, conducts research projects, organizes workshops and webinars, and collaborates with academic and non-academic organizations across India. RPRIT has trained more than 500 students and researchers through various academic initiatives.  Course Title 6-Month Online Training on Foundations of Applied Psychometrics with JAMOVI and R...

Sunday Webinar list

1.https://youtu.be/WlyefC3YECg?si=JmjCFy31GD0jIcot 2.https://www.youtube.com/live/GotlffqTugE?si=zH9EWMLDXFXJIpy4 3.https://www.youtube.com/live/tgOhmeNJWi0?si=Ju4JjgIbel06eH_5 9.https://www.youtube.com/live/3GhcjfvLrOU?si=-pAC9k170BXLaTjo 11. https://www.youtube.com/live/lxMthb-Ed68?si=SUt-UJs2_R-HB0SE 13. https://www.youtube.com/live/nZ2zrVyWbD8?si=042uC0F6JRHnLVlS 14. https://www.youtube.com/live/nj6RqHSfedk?si=L5GFyHAo48gYGsfb 15.  https://www.youtube.com/live/uchxO_IRDMs?si=IQfu7ELJemtLXKiT 16. https://www.youtube.com/live/QD3eaO_lxBI?si=1iqHICFxRthTJsKb 18. https://www.youtube.com/live/kVutVhjyuc0?si=_Lxhs1ZrsqvYsarm 19. https://www.youtube.com/live/OIhzwyJ8-CY?si=m1fAxzAKzpgnAh_m 20.  https://www.youtube.com/live/L7_SuS68PZ0?si=sE0C_Kfr1Sr7fcWN 21.  https://www.youtube.com/live/gs05z7HM3ag?si=0p9l4pu1_PaT4OE_ 22.  https://www.youtube.com/live/nFgEB2Z4FpY?si=-SIxY-ZNqcm2jX7Y 24.  https://www.youtube.com/live/2uFLD7ZCzQk?si=oSAEDGS69AZ0iGM5 25. https://www....

60 hours Research internship on Conflict Management

60 hours Research internship on Conflict Management Title: Research internship on Conflict Management Organized by: Rabindrik Psychotherapy Research Institute Trust (RPRIT)  About the institute :Rabindrik Psychotherapy Research Institute Trust (RPRIT) is a non-profit oriented research and training organization dedicated to the development and application of Rabindrik Psychotherapy, a value-oriented psychological framework inspired by the works and philosophy of Rabindranath Tagore. RPRIT promotes interdisciplinary research in psychology, education, management, industrial safety, behavioral economics, and community development. The institute conducts training programs, internships, workshops, and research projects for students, teachers, and professionals. It has developed psychological assessment tools, supports academic collaborations, and encourages evidence-based studies on Rabindrik values and human development. RPRIT aims to integrate scientific inquiry with humanistic and cul...

2 Months Certificate Course on Foundation in Bibliotherapy: Theory, Practice and Research

2 Months Certificate Course on Foundation in Bibliotherapy: Theory, Practice and Research Methodology Duration 2 Months (8 Weeks) Two classes per week 2 hours per class Total Contact Hours: 32 Hours Course Objectives 1. Understand the foundations, principles, and applications of Bibliotherapy. 2. Explore developmental, clinical, and Rabindrik approaches to Bibliotherapy. 3. Apply psychological concepts through literature-based interventions. 4. Understand ethical and professional practices in Bibliotherapy. 5. Gain foundational knowledge of research methods used in Bibliotherapy studies. Key Takeaways • Strong foundation in Bibliotherapy theory and practice. • Use literature as a tool for emotional growth, value education, and well-being. • Facilitate reading circles and community-based programmes. • Understand basic quantitative and qualitative research methods. • Build a foundation for further study, research, and professional application. Course Structure Module 1: Nature and Founda...

safety project status

Report completed  Haldia, jamshedpur, Baripada, Prayagraj, Mundra In Process Mithon, Kalinga, Tirunelveli (cell, module and tprel), tombay thermal, Khopoli hydro

Journal Publications

2026 Chatterjee, B., Banerjee, P., & Roy, D. D. (2026). Revisiting marital values through the lens: A study of Rabindrik path-oriented values in married couples in Kolkata [Manuscript accepted for publication]. International Journal of Drug Delivery Technology. Roy, D., & Ray, D. (2026). শ্যামা নৃত্যানাট্য : একটি মনস্তাত্ত্বিক বিশ্লেষণ [Shyama Nrityanatya: A psychological analysis]. Trisangam International Refereed Journal (TIRJ), 6(2), 611–621. 2025 Dutta Roy,D., Manna,R. and Ain Das,A(2025).Psychological Safety consciousness pattern of Industrial workers, JSSW (In Press). Roy, D. D., & Ahmed, F. (2025). Value preferences among adolescents: A study of path- and goal-oriented Rabindrik values. Mind and Society, 14(3), 64–71. Dutta Roy, D. D. (2025). Revisiting rank-based data in social sciences: Insights from percentile transformation. UpDAYtes, 1(1), 56-61. Datta, G. S. (2025). Musical aptitude and cognitive growth: A culturally rooted assessment framework based on Rabindr...

Rabindra Sangeet in teaching Cognitive psychology

2-Credit Certificate Course Cognitive Psychology through Rabindra Sangeet Course Information Course Type: Certificate Course Credit: 2 Credits Duration: 4 Months Mode: Online Class Frequency: 2 Days per Week Total Live Teaching Hours: 24 Hours Total Learner Engagement: Approximately 40 Hours Eligibility: PG Students, Music Professionals, Teachers, Performing Artists, Psychology Learners Assessment: Project, Reflective Activities, Participation Course Rationale Rabindra Sangeet contains rich emotional, cognitive and aesthetic experiences that can be used for understanding the fundamental processes of human cognition. This course introduces selected concepts of Cognitive Psychology through experiential interpretation of four Rabindra Sangeet compositions. The course integrates music, consciousness, reflection and pedagogy to create an interdisciplinary learning environment. Course Objectives 1. Understand basic concepts of Cognitive Psychology. 2. Interpret psychological processes throug...

Internship awareness

Promotion of Research Internship in Data Science for Statistics Students and Conflict Management through Rabindrik Literature for Literature Students.  Organized by: Rabindrik Psychotherapy Research Institute Trust (RPRIT) Email: Send your application with your biodata to rpri.edu@gmail.com. Time: 1 to 2 pm  Hours: 60 Registration : 1500 +18%GST (total 1770) The contemporary education system requires undergraduate students to develop practical skills, research orientation, and professional competence alongside theoretical knowledge. Traditional classroom learning alone is often insufficient for preparing students for employment and higher research opportunities. Therefore, educational institutions should promote research-oriented internship programs that integrate academic learning with real-world application. In this context, Research Internships in Data Science for Statistics students and Conflict Management through Rabindrik Literature for Literature students can create inn...

Interdisciplinary Training on Industrial Safety and Psychological Counselling

Interdisciplinary Training on Industrial Safety and Psychological Counselling  Organized by Rabindrik Psychotherapy Research Institute Trust (RPRIT), Registered Academic Trust by Indian Trust Act,1882, REGD.NO.150600103, DARPAN ID WB/2025/0514195 in collaboration with ABBS School of Management. Background : Over the last two years, RPRIT has developed indigenous statistical models in descriptive analysis, dimension reduction, and classification through extensive multi-state research. As a registered vendor of Tata Power, RPRIT is working toward a Pan-India safety and disaster analytics model to support evidence-based safety management and disaster preparedness. This certificate course emphasizes applied, skill-based learning through conceptual understanding, visualization, and applied interpretation using jamovi. Our aim is to create more job opportunities through internships later. Preface : Industrial safety is influenced not only by technical systems and regulations but also by ...

AI-Based Questionnaire Design and Data Science in Social Science Research

Three-Month Hybrid Course Syllabus Title: AI-Based Questionnaire Design and Data Science in Social Science Research Course Duration: 3 Months (12 Weeks) Mode: Hybrid (Online + Offline/Practical Sessions) Weekly Structure: 2–3 hours per week (Total ~60 hours) Components: Theory (40%) + Practical (60%) + Project --- Course Objectives * To understand scientific questionnaire construction using AI * To integrate psychology, Rabindrik values, and data science * To design rank-based and adaptive questionnaires * To apply R/Excel for psychometric and AI-based analysis * To develop job-ready skills in research, analytics, and assessment --- Eligibility of Students * Undergraduate (UG) students in Psychology, Education, Sociology, Management, or related fields * Postgraduate (PG) students and PhD aspirants in Social Sciences * Basic knowledge of statistics (mean, correlation) preferred * No prior coding required (R/Excel will be taught from basics) * Professionals working in HR, education, NGOs...

AI in Questionnaire construction for Social Science Research(concept note)

AI can significantly transform questionnaire construction in social science research by making it more scientific, adaptive, and data-driven. Since your work involves psychology, Rabindrik values, and rank-based data, AI can be especially powerful in improving both design quality and analytical depth. AI in Questionnaire Construction for Social Science Research Conceptual Role of AI AI assists in three major phases: item generation, item validation, and adaptive administration and analysis. It shifts questionnaire design from intuition-based approaches to evidence-based and iterative systems. AI in Item Generation AI can automatically generate questionnaire items from a construct such as safety consciousness or self-acceptance. It helps maintain variation in wording and reduces redundancy while also producing culturally adaptable items. For example, for the construct fearlessness, AI can generate items like: “I take decisions without being overwhelmed by fear of failure.” “Uncertainty ...

Workplace ethics and commitment in university workplace: Rabindrik Psychotherapy perspective

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rprit.org.in/wp https://rpriedu.blogspot.com/ আজকের আলোচনার বিষয় workplace ethics and commitment in university workplace। আমি এই বিষয়টি একটি Rabindrik perspective থেকে ব্যাখ্যা করার চেষ্টা করব। বিশেষ করে দেখব কীভাবে মানবিক মূল্যবোধ, সচেতনতা এবং আধুনিক প্রযুক্তি একসাথে ব্যবহার করে বিশ্ববিদ্যালয়ের প্রশাসনিক কর্মসংস্কৃতি উন্নত করা যায়। তার আগে আমি Rabindrik Psychotherapy Research Institute Trust নিয়ে কিছু কথা বলব। Psychotherapy করতে গিয়ে আমি লক্ষ্য করেছি যে Rabindra Sangeet কে প্রয়োগ করলে খুব দ্রুত মানসিক সুস্থতা আসে । তার কারণ বুঝতে গিয়ে আমি নতুন কিছু ভাবনা খুঁজে পাই- Murta, Raag এবং Saraswat চেতনা, Rabindrik Value Orientation, Quantum Consciousness, turbulent and laminar flow and control theories. Rabindrik Psychotherapy Research Institute এই বিষয়ে গবেষণা করে।          Rabindrik Psychotherapy Research Institute Trust একটি গবেষণা ও প্রশিক্ষণমূলক প্রতিষ্ঠান। এখানে Rabindrik philosophy, psychology এবং consciousness নিয়ে কাজ করা হয়। প্রতিষ্ঠানটি বিভিন্ন ...

Book writing project on Rank-Based Data Analysis in Social Sciences

Preface:  Rank-based methods are increasinglyw important in social science research, especially when dealing with ordinal data, non-normal distributions, and real-world decision-making contexts. This edited volume aims to provide a   comprehensive and applied perspective   on rank-based data analysis across disciplines such as Psychology, Education, Economics, Sociology, Management, and Political Science. The book will bridge  theory, methodology, and application , making it useful for  students, researchers, and practitioners. Rank-Based Data Analysis in Social Sciences PART 1 Chapter 1: Foundations of Rank-Based Data Overview:  This module introduces rank-based data in social sciences, explaining ranking concepts, ordinal measurement, and differences from metric data. It highlights sources like surveys and assessments, and discusses advantages such as simplicity and suitability for non-parametric analysis, along with limitations like information loss, pro...

Jamovi Introduction

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jamovi jamovi is an open-source statistical software designed to provide an accessible, graphical interface for data analysis. Built on the R statistical language, it aims to make advanced statistical methods usable for students, researchers, and professionals without requiring programming expertise. Key facts Initial release: 2017 Developed by: The jamovi project (open-source community) Programming base: Built on R and Electron License: GNU General Public License (GPLv3) Platforms: Windows, macOS, Linux Design and purpose jamovi was created as a user-friendly alternative to traditional statistical software such as IBM SPSS Statistics or RStudio. Its goal is to combine the power of R with an intuitive point-and-click interface that supports both novice and experienced analysts. By integrating analysis, visualization, and reporting within one environment, it reduces the learning curve typically associated with statistical computing. Features and capabilities The software supports ...