AI & Human Potential
Bridging AI innovation with human expertise. I'm Hosung You, a doctoral student at Penn State University, specializing in Workforce Education and Development. My research focuses on the synergy of human-AI collaboration, ethical leadership in digital transformation, and innovative career pathways. I explore how AI and human teams can work together effectively and ethically, aiming to enhance organizational harmony and uphold human agency.
Recent News
- [2025.05] ATD 2025 워싱턴 DC 참가 — KMA 부스 투어 인사이트 ATD 부스 투어 인사이트 실시간 공유문서.
- [2025.05] Presented posters on "Extension Master Gardeners and Watershed Stewards' motivation" and "Evaluation of Pilot STEM Career Symposium" at the AAAE National Conference.
- [2025.05] Submitted preprint "Developer Skills and Learning Pathways" to Zenodo repository.
- [2025.04] Conducted workshop on "Harnessing artificial intelligence to enhance volunteer motivation and retention" at Penn State Extension.
- [2025.03] Received the Dr. Kenneth E. Ruch Award in Education from the College of Education, Penn State University.
Core Research Interests
- Human-AI Teaming & Ethical AI Integration Strategies
- Career Development Theories & Human Agency in the Age of AI
- Organizational Development in AI-Augmented Workplaces
- Transformational Leadership & Digital Ethics
- Structured Self-Reflection for Ethical Decision-Making
- Advanced Quantitative Methods (Meta-analysis, SEM, Explainable AI)
Feel free to reach out for collaborations, discussions, or inquiries about my research: hfy5138@psu.edu.
Research Publications & Projects
A collection of my scholarly contributions and ongoing development projects.
Preprint You, H. S. (2025)
This study presents a comprehensive, interpretable machine learning analysis of the 2024 Stack Overflow Developer Survey...
This study presents a comprehensive, interpretable machine learning analysis of the 2024 Stack Overflow Developer Survey to investigate the market value of developer skills and the effectiveness of various learning pathways. Employing XGBoost models and SHAP value interpretation, we estimate skill premiums, value impacts, and learning method ROI across developer subgroups. Results reveal optimal learning approaches for different career stages and technical domains, providing a data-driven framework for strategic human resource development.
AI Project Lead Developer (2024-Ongoing)
An ongoing project developing an AI chatbot using Python, LangChain, Streamlit, and OpenAI APIs...
An ongoing project developing an AI chatbot using Python, LangChain, Streamlit, and OpenAI APIs to assist users in finding relevant government funding opportunities. This tool aims to simplify and democratize the grant discovery process for researchers and organizations, enhancing access to critical resources.
Journal Article Kim, J. J., You, H. S. (2022)
This research examines the relationship between self-direction, teaching presence, social presence, and perceived academic achievement...
This research examines the relationship between self-direction, teaching presence, social presence, and perceived academic achievement in distance training programs for teachers. The study provides insights into the factors that influence effective distance education, especially in the context of teacher professional development during the COVID-19 pandemic.
Curriculum Vitae
A summary of my academic and professional journey. Download Full CV (PDF).
Education
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Ph.D. Student in Workforce Education and Development
Penn State University, State College, PA
2022 - Present- Emphasis: Career Development, Human-AI Collaboration, Ethical Leadership
- Advisor: Dr. Hyung Joon Yoon
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M.A. in Adult and Continuing Education
Korea University, Seoul, Republic of Korea
2016 - 2020- Dissertation: "Transformational leadership, work engagement, and mediators: meta-analytic structural equation modeling"
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B.A. in Education, History
Chonnam University, Gwangju, Republic of Korea
2012 - 2017
Professional Experience
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Digital Communications Assistant (Promotion Staff)
Professional Personnel Development Center, Penn State University
May 2023 - Present- Rebuild and enhance the online presence of the PPDC.
- Responsible for ensuring digital platform reflects commitment to quality.
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Research Assistant
Workforce Education and Development Program, Penn State University
September 2022 - May 2023- Assisted Dr. Yoon in research on human agency and hope.
- Contributed to developing the Human Agency-Based Individual Transformation (HABIT) model.
Skills
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Technical & Research Skills
- Research Applications: SPSS, R, Mplus, AMOS, NVivo
- AI & Programming: Python (NumPy, Pandas, Scikit-learn), SQL, LangChain, OpenAI API, Streamlit, FastAPI
- Collaboration Tools: n8n, Zapier, LangGraph, GitHub
- Languages: Korean (Native), English (Fluent)
Discussions & Insights
Engage with my ongoing research thoughts, questions, and calls for collaboration.
GitHub Discussions Topic Initiated: May 15, 2025
This discussion explores my recent paper analyzing developer skills and learning pathways using XGBoost and SHAP analysis...
This discussion explores my recent paper analyzing developer skills and learning pathways using XGBoost and SHAP analysis. The research quantifies how technical skills, learning approaches, and career stages interact to determine market value. Do you have feedback on the methodology, questions about the data structure, or thoughts on applying these insights to workforce development? Join the discussion on GitHub to share your perspectives on this explainable AI approach to human resource development.
Datasets & Code
Open resources from my research, available for academic and non-commercial use. Please cite appropriately.
Analysis Framework PDF, Excel | Updated: 2025-05-14
A framework for mapping optimal learning resources and approaches based on technical domain and career stage...
A framework for mapping optimal learning resources and approaches based on technical domain and career stage, derived from the "Developer Skills" research. Provides strategic guidance for workforce development.
Python Code Tech: Python, Streamlit, LangChain | Updated: 2024
Source code for the GovFundingChatbot, an AI-driven assistant for navigating and identifying government grants...
Source code for the GovFundingChatbot, an AI-driven assistant for navigating and identifying government grants. Built with Python, Streamlit, and LangChain.