Logistic Regression in Nursing Practice

Logistic regression is used to analyze a wide variety of variables that may surround a singular outcome. For example, logistic regression could be used to identify the likelihood of a patient having a heart attack or stroke based on a variety of factors including age, sex, genetic characteristics, weight, and any preexisting health conditions. The biological systems and issues with which the health care field is concerned represent the kinds of applications for which logistic regression is especially useful.

Logistic regression is used in the health care field for many purposes, including diagnoses, predictions, and forecasting. The three articles in this week’s Learning Resources illustrate the many uses of logistic regression in the health care field. This Discussion allows you to explore the different uses of logistic regression and cultivate a deeper understanding of the application of logistic regression in evidence-based practice.

To prepare:

  • Review      the three articles in this week’s Learning Resources and evaluate their      use of logistic regression. Select one article that interests you to      examine more closely in this Discussion
  • Critically      analyze the article you selected considering the following questions:

 

  1. What   are the goals and purposes of the research study the article describes?
  2. How   is logistic regression used in the study? What are the results of its       use?
  3. What  other quantitative and statistical methods could be used to address the  research issue discussed in the article?
  4. What  are the strengths and weaknesses of the study?
  5. How  could the weaknesses of the study be remedied?
  6. How  could findings from this study contribute to evidence-based practice, the  nursing profession, or society?

Write a minimum of 550 words essay in APA format. Use at least 3 references from the list of required reading below.  Include the level one headings as numbered below.

Post a cohesive response that addresses the following:

1) In the first line of your posting, identify the article you examined, providing its correct APA citation. (See attached PDF file for the article).

2) Post your critical analysis of the article as outlined above (make sure to answer all the points asked above in the “To Prepare” area, bullets [1, 2, 3]).

3) Propose potential remedies to address the weaknesses of each study (bullets 4 and 5 in the “To Prepared” area).

4) Analyze the importance of this study to evidence-based practice, the nursing profession, or society

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