Posted: October 12th, 2022

Use of Regression Analysis in Clinical Practice

Dialogue: Use of Regression Analysis in Clinical Practice
Regression Assessment gives the researcher with a possibility to foretell and discover future outcomes. Whether or not it’s to find out prevention strategies, promote alternatives for studying, or suggest new remedies, trying in the direction of the longer term can have a big impression on affected person care and sustained constructive affected person outcomes.
This week, you discover regression Assessment, paying explicit consideration to linear regression. Linear regression is used to “estimate the worth of a dependent variable primarily based on the worth of an unbiased variable” (Grey & Grove, 2020). In your Dialogue, you’ll apply your understanding of this statistical approach because it issues use in a analysis examine. This week, you’ll examine regression Assessment, with a concentrate on linear regression. Linear regression is a statistical approach that’s used to “estimate the worth of a dependent variable primarily based on the worth of an unbiased variable” (Grey & Grove, 2020). In your Dialogue, you’ll apply your data of this statistical approach to its software in a analysis examine.
Picture Credit score: wutzkoh / Adobe Inventory
For this Dialogue, you’ll choose an article on a examine to look at the strengths and weaknesses in the use of linear regression. Contemplate the way you may treatment the weaknesses related to the appliance of linear regression and replicate on how the findings of the examine that you simply chosen may contribute to varied areas of your observe.
Reference: Grey, J. R., & Grove, S. Okay. (2020). Burns and Grove’s the observe of nursing analysis: Appraisal, synthesis, and technology of proof (ninth ed.). Elsevier.
To Put together:
Evaluate the articles in this week’s Studying Assets and consider their use of linear regression. Choose one article that pursuits you to look at extra carefully in this Dialogue.
Critically analyze the article that you simply chosen and take into account the strengths and weaknesses described.
Mirror on potential cures to deal with these weaknesses, and the way the findings from this examine could contribute to evidence-based observe, the sector of nursing, or society in common.
By Day three of Week 7
Put up a quick descriiption of the article that you simply chosen, offering its appropriate APA quotation. Critically analyze the article by addressing the next questions:
What are the objectives and functions of the analysis examine that the article describes?
How is linear or logistic regression used in the examine? What are the outcomes of its use?
What different quantitative and statistical strategies may very well be used to deal with the analysis challenge mentioned in the article?
What are the strengths and weaknesses of the examine?
Then, clarify potential cures to deal with the weaknesses that you simply recognized for the analysis article that you simply chosen. Analyze the significance of this examine to evidence-based observe, the nursing occupation, or society. Be particular and supply examples.
By Day 6 of Week 7
Learn a range of your colleagues’ responses and reply to at the least two of your colleagues on two completely different days in a number of of the next methods:
Ask a probing Question Assignment, substantiated with extra background data, proof, or analysis.
·Share an perception from having learn your colleagues’ postings, synthesizing the knowledge to offer new views.
Provide and help an alternate perspective utilizing readings from the classroom or from your individual analysis in the Walden Library.
Validate an thought with your individual expertise and extra analysis.
Counsel an alternate perspective primarily based on extra proof drawn from readings or after synthesizing a number of postings.
Develop in your colleagues’ postings by offering extra insights or contrasting views primarily based on readings and proof.

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