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🧠 Title: Statistical Analysis of 325 Survey Responses for Research Study
📌 Problem: The client required a complete statistical analysis of survey data (325 respondents) to examine relationships between multiple factors such as organizational support, job involvement, and employee engagement.
They needed:
1. Correct statistical test selection
2. Accurate analysis
3. Clear interpretation for research reporting
⚙️ Approach: I followed a structured analytical process:
1. Data cleaning and preprocessing
2. Reliability testing (Cronbach’s Alpha)
3. Descriptive statistics
4. Correlation analysis
5. Regression analysis
6. Hypothesis testing using SPSS
🛠 Tools Used: SPSS, Excel, R, Python
📊 Results
1. Identified significant relationships between key variables
2. Established impact of organizational support on engagement
3. Generated clear statistical outputs with interpretation
🎯 Outcome: The client successfully completed their research project with strong statistical backing and well-structured results for their report/dissertation.
💡 Key Value Delivered
1. Accurate and reliable statistical analysis
2. Easy-to-understand interpretation
3. Research-ready outputs
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