PhD Thesis: Compensation & Performance
Full statistical analysis for a doctoral thesis on compensation systems
355Respondents
9Hypotheses
The Problem
A PhD candidate needed complete analysis of 9 research objectives linking salary, training, and promotion to task delivery, research output, and community development.
Our Solution
Analysed 355 respondents via 36‑item questionnaire in Python. Applied Spearman correlations for 9 hypothesis pairs, descriptive statistics, and a consolidated synthesis table with reproducible notebooks.
Impact
- Strong correlations found (e.g., salary ↔ research output: ρ = 0.712)
- Thesis‑ready statistical chapters delivered
- Provided policy implications for compensation reform in Nigerian institutions
Tech Stack
PythonpandasSciPyJupyter
