Critique of a Quantitative Research Study Utilizing Binary Logistic Regression

To prepare for this Assignment:

  • Review the Article Critique Assignment Guide in the Walden Library, listed in the Week 2 Learning Resources.
  • Search the Walden Library for a quantitative article that applies binary logistic regression.

The Assignment

Write a 2- to 3-page critique of the research you found in the Walden Library that includes responses to the following prompts:

  • Why did the authors select binary logistic regression in the research?
  • Do you think this test was the most appropriate choice? Why or why not?
  • Did the authors display the results in a figure or table?
  • Does the results table stand alone? In other words, are you able to interpret the study from it? Why or why not?

📢 Struggling with where to start this assignment? Follow this guide to tackle your assignment easily!

Step 1: Select a Quantitative Research Article

  • Use the Walden Library to find a peer-reviewed research article that applies binary logistic regression.

  • Ensure the article is relevant to your field of study and has sufficient data for critique.


Step 2: Structure Your 2- to 3-Page Critique

Introduction (1 Paragraph)

  • Briefly introduce the research article, including:
    ✅ The title and authors.
    ✅ The research topic and purpose.
    ✅ A summary of the study’s objectives.

Body (Main Critique Section)

🔹 1. Why did the authors select binary logistic regression?

  • Discuss the research question and the type of dependent variable (binary outcome).

  • Explain why binary logistic regression was appropriate for the study design.

🔹 2. Was binary logistic regression the most appropriate choice? Why or why not?

  • Evaluate whether the test was the best fit or if another statistical test (e.g., multinomial logistic regression, linear regression) might have been more suitable.

  • Support your critique with statistical reasoning and textbook knowledge.

🔹 3. How were the results displayed?

  • Identify whether the authors used tables, graphs, or charts.

  • Explain how effectively the results were visualized.

🔹 4. Can the results table stand alone?

  • Determine if the table provides clear, self-explanatory data or if the findings require additional explanation.

  • Explain whether a reader unfamiliar with the study could interpret the results just by looking at the table.


Step 3: Conclusion (1 Paragraph)

  • Summarize key points of your critique.

  • State whether the statistical method and presentation were effective.

  • Provide final thoughts on how the research could be improved.


Step 4: Final Checks Before Submission

✅ 2-3 pages, well-structured.
✅ APA citations and references included.
✅ Article is clearly analyzed and critiqued.
✅ Grammar and formatting are correct.

By following this guide, you’ll create a thorough and well-supported article critique with clear, insightful analysis! 🚀

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