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Data Analysis Plan for Quantitative Analysis - Statswork

Data Analysis Plan for Quantitative Analysis:

Five steps used for analysis the quantitative data
 

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

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 Software’s used for analysis

You may use the statistical software like SPSS, SAS, STATA, SYSTAT etc..

Step (iv)

Statistical Tools

  • Frequency
  • Factor Analysis
  • Reliability Analysis
  • 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
  • Advanced tools
    • SEM Analysis
    • PLS

Step (v)

Output and Interpretations

Based on the statistical result, we give the proper interpretations and conclusions

Service Required
Methodology consultationQuestionnaire designData collectionData cleaning Analysis of dataInterpretation of analysisOthers

Preferred Software

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