Data Analysis Plan for Quantitative Analysis:

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Data Analysis Plan for Quantitative Analysis
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Data Analysis Plan for Quantitative
Analysis There are five steps used for analysis
the quantitative data. Those are described in the
below steps Step (i) Data must be collected from
one of the following manners
Interview Face to face interview Telephone
interview Computer Assisted Personal Interview
Questionnaire Paper-pencil questionnaire Web
based questionnaire
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Step (ii) Research questions or hypothesis
created What is our objective of the study? Based
on the objective, we create research questions
and statistical hypotheses. Step
(iii) Statistical Softwares used for
analysis You may use the statistical software
like SPSS, SAS, STATA, SYSTAT etc.. Step
(iv) Statistical Tools Frequency Factor
Analysis Reliability Analysis
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• Descriptive Statistics
• Hypothesis Testing
• Parametric Tests
• Independent sample t test
• Paired sample t test
• ANOVA
• Pearson Correlation Coefficient
• Regression Analysis
• Non-parametric Tests
• Mann-whitney U test
• Wilcoxon-signed ranked test
• Kruskal wallis test
• Spearman correlation

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5

• Advanced tools
• SEM Analysis
• PLS
• Step (v)
• Output and Interpretations
• Based on the statistical result, we give the
  proper interpretations and conclusions

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document should be modified/used without prior
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