The Academic databases Links to an external site in the Rickman Library, locate an article that uses multiple regression analysis.

Sample Solution

Please note that as an AI, I do not have direct access to external websites or specific library databases like the Rickman Library's resources. Therefore, I cannot perform the search for an article on your behalf.

However, I can provide you with a general framework and guidance on how to approach this task and what to include in your summary once you have located a suitable article.

Here's a step-by-step guide:

1. Access the Rickman Library Databases: Go to the Rickman Library's website (assuming you have access as a student or affiliate). Navigate to the "Databases" or "Research Databases" section.

2. Choose a Relevant Database: Select a database that is likely to contain scholarly articles in your field of interest (e.g., PsycINFO, SocINDEX, Business Source Premier, ERIC, etc.). The best database will depend on the topic you are interested in exploring.

3. Formulate Search Terms: Think about keywords related to your area of study and "multiple regression." For example, if you are interested in factors affecting student performance, you might search for:

   • "student performance" AND "multiple regression"
   • "academic achievement" AND "multiple regression analysis"
   • "factors affecting [your field]" AND "regression"

4. Apply Filters (Optional but Recommended): Most databases allow you to filter your search results by publication type (e.g., peer-reviewed articles), date range, and other criteria to narrow down your search.

Full Answer Section

1. Review Search Results: Look through the titles and abstracts of the articles that appear in your search results. Identify articles that seem to use multiple regression analysis to examine relationships between multiple independent variables and one dependent variable.

2. Select an Article: Once you find a promising article, access the full text (usually in PDF or HTML format).

3. Read and Analyze the Article: Carefully read the "Methods" and "Results" sections, as these will provide the information you need for your summary. Pay attention to how the multiple regression analysis was conducted and the findings.

Once you have selected and read an article, you can write your 3-4 page summary using proper APA formatting. Here's a template of what to include:

Page 1: Title Page

• Running head: (SHORTENED TITLE IN ALL CAPS)
• Title of the Article
• Your Name
• Your Affiliation (e.g., University Name)
• Course Name and Number
• Instructor's Name
• Date

Page 2: Abstract and Introduction

• Abstract: (Indented 0.5 inches from the left margin) Briefly summarize the main points of the article, including the purpose, methods, key findings, and conclusions (typically 150-250 words).
• Introduction: Begin your summary by providing the full citation of the article in APA format. Then, briefly introduce the topic of the article and the research question(s) it addresses. State the purpose of the study and the specific aim of using multiple regression analysis.

Page 2-3: Summary of the Article

• Methods:
  • Independent and Dependent Variables: Clearly identify and define each of the independent and dependent variables used in the multiple regression analysis.
  • Sample: Describe the study's sample in detail. Include information about:
    • Size: How many participants or data points were included?
    • Suitability: Was the sample appropriate for the research question being investigated? Explain your reasoning.
    • Selection: How was the sample selected (e.g., random sampling, convenience sampling)? Discuss any potential biases or limitations related to the sampling method.
• Results:
  • Correlation Strength: Report the overall strength of the relationship between the independent variables and the dependent variable as indicated by the R-squared value (coefficient of determination) from the multiple regression analysis. Interpret what this value means in the context of the study.
  • Significance of Independent Variables: For each independent variable, state whether it was found to be statistically significantly correlated with the dependent variable based on the p-values reported in the regression output.
  • Regression Coefficients: Briefly mention the direction and magnitude of the significant regression coefficients (beta weights) if relevant to the overall understanding of the relationships.

Page 3-4: Discussion and Critical Analysis

• Conclusions of the Article: Summarize the main conclusions drawn by the authors based on the results of the multiple regression analysis. What did they find regarding the relationships between the variables? What are the practical or theoretical implications of their findings?
• Statistical Issues and Insights: Critically evaluate the statistical methods and approaches used in the article. Consider the following:
  • Insightful: Were there any methodological choices or reporting aspects that you found particularly well-done or informative?
  • Questionable: Were there any aspects of the methods or analysis that seemed potentially problematic or raised questions in your mind? Explain why.
  • Surprising: Were there any unexpected findings or methodological choices?
  • Confusing: Were there any parts of the statistical analysis or reporting that you found difficult to understand?
  • Groundbreaking: Did the study employ any novel or particularly innovative statistical techniques?
• Appropriateness of Multiple Regression: Discuss whether the use of multiple regression analysis was appropriate for the research question and the data collected. Consider:
  • Research Question Alignment: Did multiple regression effectively address the research question(s)?
  • Assumptions of Multiple Regression: Briefly consider whether the study likely met the key assumptions of multiple regression (e.g., linearity, independence of errors, homoscedasticity, normality of residuals, multicollinearity). While you may not have access to the raw data to fully check these assumptions, discuss any indicators or limitations mentioned in the article.
  • Nature of Variables: Were the dependent and independent variables measured at an appropriate level (e.g., interval or ratio for regression)?

Page 4: References

• List the full bibliographic information for the article you summarized, using proper APA 7th edition formatting.

Important Considerations for APA Formatting:

• Font: Times New Roman, 12-point font.
• Margins: 1-inch margins on all sides.
• Spacing: Double-spaced throughout the entire paper, including the title page, abstract, body, and references.
• Running Head: A shortened version of your title (maximum 50 characters, all caps) in the upper left corner of every page. The full title appears on the title page.
• Page Numbers: Number all pages in the upper right corner.
• Headings: Use APA level headings to organize your summary.

By following these steps and guidelines, you will be able to locate a relevant article and write a comprehensive summary that addresses all aspects of your prompt using proper APA formatting. Remember to focus on clearly explaining the study's methods, results, and your critical evaluation of its statistical approach. Good luck with your research!