🧠 Title: Statistical Analysis of

🧠 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