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Management Question

Assignment 4 : Data Analysis Plan & Expected Contributions

Assignment 4 (10 Marks)

Title: Data Analysis Plan & Expected Contributions

(Prepares them for actual paper submission)


Objective

To prepare students for execution and academic contribution.


Task Requirements

1. Data Analysis Plan

  • Data screening steps
  • Reliability testing (Cronbach Alpha)
  • Validity (CFA / AVE)
  • Hypothesis testing method (Regression / SEM / PLS-SEM)

2. Ethical Considerations

  • Consent
  • Confidentiality
  • Data handling

3. Expected Results

  • What relationships do you expect?
  • Why?

4. Theoretical Contributions

  • Which theory are you extending?

5. Managerial Implications

  • How will managers benefit?

Suggested Reading

  • Hair et al. (2019). PLS-SEM Primer
  • Cohen et al. (2018). Research Methods in Education

Note 1: I have attached additional chapter materials provided by the professor to support this report.

Note 2: This report is written in moderate English level and original form. The plagiarism and AI involvement are kept below 10%.


Marks Distribution

Component

Marks

Data analysis plan clarity

3

Ethical considerations

2

Expected results logic

2

Theoretical contribution

2

Managerial relevance

1