HRS4R 2025 Survey Results - Zhytomyr State Polytechnic University

HRS4R Implementation Survey: European Charter for Researchers at Zhytomyr Polytechnic University Dataset Description This dataset presents a multi-method analysis of Human Resources Strategy for Researchers (HRS4R) implementation at Zhytomyr Polytechnic University, Ukraine. The study evaluates institutional compliance with the 20 principles of the European Charter for Researchers through survey data from 209 researchers across all career levels (R1-R4). Key Features Survey Design: 209 survey responses from researchers at all career levels Mixed-methods approach combining 5-point Likert scales with open-text responses Assessment of all 20 European Charter principles through 60 survey items Data collection period: May - June 2025 Analytical Approaches: Quantitative Analysis: Statistical evaluation of principle implementation scores Consistency Analysis: Comparison between numeric ratings and text responses (41.2% inconsistency rate discovered) Cluster Analysis: Identification of two distinct satisfaction groups (89.5% high satisfaction, 10.5% low satisfaction) Discrimination Analysis: Career level and experience group comparisons LLM-Powered Thematic Analysis: AI-driven discovery of themes from improvement proposals Major Findings: Freedom of Research emerges as institutional strength (4.68/5.0) Working Conditions identified as primary challenge (2.38/5.0 in text analysis) Financial compensation dominates improvement proposals (17.8% of all suggestions) Early-career researchers represent the most vulnerable group requiring targeted interventions Dataset Contents The dataset includes: Raw Data: Complete survey responses with demographic information Analysis Scripts: Five comprehensive R scripts for reproducible analysis Visualizations: 15+ charts and heatmaps Processed Results: Statistical summaries, cluster assignments, and thematic classifications Technical Specifications Data Format: CSV files with UTF-8 encoding, semicolon separators Sample Size: 209 researchers across 4 career levels and 4 experience categories Software: Analysis conducted in R with script documentation Ethical Considerations Anonymous data collection with no personal identifiers Voluntary participation Institutional approval for research purposes