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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
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