I am a versatile management consultant, with expertise in performing statistical data analysis using SPSS. My qualifications include BE, BL, MBA. Currently I am acting as a Research advisor to NFX digitals,. Besides, I am also on expert panel of couple of firms engaged in Assignment solving function for MBA students across the globe. Additionally, I have more than 10 years’ experience in guiding PG MBA student’s research projects involving statistical data analysis using SPSS.
Assuming the initial steps are properly completed (Literature review, research questions, objectives, hypothesis identification, identification of statistical tools to be used, research design, data type and collecting instrument design and data collection).
The following steps may be involved in the data analysis using SPSS:
1. Importing data into SPSS.
2. Data cleaning, modification and transformations as required.
4. Reliability and validity analysis.
3. Descriptive statistical analysis (Central tendencies, Association between variables, comparing differences of the means, confidence intervals and significance level, statistical power and effect size calculations, Graphs etc.)
4. Predictive analysis: Regression, cluster, conjoint, MDS, Discriminant analysis etc., as applicable.
5. Interpreting the output and summarizing the findings.
6. Conclusions and Suggestions for implementation of decisions flowing from finding.
7. Preparing draft report
8. Submission of the report.