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Analysis Of The Elements Of The research Assignment Paper

Analysis Of The Elements Of The research Assignment Paper

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Week 3 | Part 3: Research Analysis

I have identified one topic of interest for further study. I have researched and identified one peer-reviewed research article focused on this topic and have analyzed this article.  The results of these efforts are shared below.

Directions: Complete Step 1 by using the table and subsequent space below identify and analyze the research article you have selected. Complete Step 2 by summarizing in 2-3 paragraphs the results of your analysis using the space identified. Analysis Of The Elements Of The research Assignment Paper

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 Step 1: Research Analysis

Complete the table below

Topic of Interest: Predictive models for hospital-induced conditions  
Research Article: Include full citation in APA format, as well as link or search details (such as DOI) Snigurska, U. A., Ser, S. E., Solberg, L. M., Prosperi, M., Magoc, T., Chen, Z., … & Lucero, R. J. (2023). Application of a practice-based approach in variable selection for a prediction model development study of hospital-induced delirium. BMC Medical Informatics and Decision Making, 23(1), 181. https://bmcmedinformdecismak.biomedcentral.com/articles/10.1186/s12911-023-02278-1  
Professional Practice Use:

One or more professional practice uses of the theories/concepts presented in the article

This article sheds light on predictive models for hospital-induced delirium, which incorporate possible precipitating and predisposing factors and can be utilized to pinpoint susceptible patients and guide the execution of customized preventive measures. It is advised that candidate predictors be chosen for prediction model-building research based on current knowledge, particularly knowledge from clinical practice. This paper aims to provide a practice-based approach to the identification and operationalization of potential indicators of hospital-induced delirium for use in a prediction model development project.  
Research Analysis Matrix

Add more rows if necessary

Strengths of the Research Limitations of the Research Relevancy to Topic of Interest Notes  
The article reviews the existing literature concerning the topic

 

The average number of replies from an ICTF (Iatrogenic Conditions Task Force) member was lacking for nearly three of the four factors. It is relevant because researchers described the procedure for determining clinical ideas that may be applied as potential predictors in the creation of a predictive model for delirium brought on by hospitalization. According to this study, patients who may be at risk of acquiring delirium can be identified and the adoption of customized preventive measures can be guided by prognostic models that incorporate probable predisposing and precipitating aspects of hospital-induced delirium.  
It uses expert-driven, manually-extracted variables as part of the methodological process.

 

The task force’s diversity may be viewed as limited because it only included members of the same healthcare system, despite the researchers’ best efforts to broaden it by recruiting members from two distinct hospitals—one in an urban and one in a rural area.

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By utilizing the Iatrogenic Conditions, researchers emphasized the need for a practice-based approach during variable selection. This article demonstrates how variables called predictors are employed in prognostic models. All variables that are assessed for their correlation with a result, regardless of whether they are incorporated into the final model, are referred to as candidate predictors.  
The variables used in the research were judged by experts

 

Four variables that were only recorded in the doctors’ narrative notes were momentarily disregarded by the researchers. Additionally, they did not think to operationalize any other variables using textual information. The paper outlines the practice-based method for finding and operationalizing candidate predictors.    
The variables were mapped to electronic health record system and development of operational definitions

 

  The Transparent Reporting of a Multivariable Prediction Model for Individual Prognosis or Diagnosis (TRIPOD) Statement was taken into consideration when all study procedures were implemented.    
The research study extracted 504 variables from 34 model development- and -validation studies.        
Without implying a causal association between exposures and results, the study appropriately summarizes the statistical significance of the findings.

 

       
 

 

Step 2: Summary of Analysis

Craft a summary (2-3 paragraph) below that includes the following:

  • Describe your approach to identifying and analyzing peer-reviewed research
  • Identify at least two strategies that you would use that you found to be effective in finding peer-reviewed research
  • Identify at least one resource you intend to use in the future to find peer-reviewed research Analysis Of The Elements Of The research Assignment Paper

Summary

I would use a variety of methods to locate and evaluate peer-reviewed literature in order to advance both academically and professionally. I would examine the peer-reviewed research to see if a reputable academic wrote it. I would also examine its primary themes and evaluate the composition and organization of the text. I would also examine and evaluate their sources to ascertain the publishing kind and dependability of the study findings. This action will enhance my professional and academic practice by assisting me in accurately identifying and analyzing the research.

One efficient method for finding peer-reviewed research is to use a database. A database offers a wealth of information that is periodically updated. Since this method is dependable and user-friendly, I would employ it to locate peer-reviewed literature. Utilizing what you already know is the second successful tactic (Johnson & Smith, 2019). It is simpler to create efficient and trustworthy peer-reviewed research when one uses the knowledge that one already possesses. It also facilitates the process of locating the most trustworthy and fact-based research.

In the future, I plan to use the database as a resource to locate peer-reviewed research. This change was made since the database resource now only contains current sources and provides access to a greater number of sources that pique my interest. Additionally, according to Cargill et al. (2019), the database includes studies that have been shown to be truthful, peer-reviewed, and compliant with academic standards. This resource will be essential to my future studies as I strive to enhance both my professional and academic practice. Analysis Of The Elements Of The research Assignment Paper

References

Cargill, M., Burgess, S., & Arnbjörnsdóttir, B. (2019). Publishing research internationally: Multilingual perspectives from research and practice. Publications, 7(3), 47. https://doi.org/10.3390/publications7030047

Johnson, C. S., & Smith, C. M. (2019). The evolution from staff development to nursing professional development and continuing professional development. Journal for Nurses in Professional Development, 35(2), 104-106. 10.1097/NND.0000000000000506

Snigurska, U. A., Ser, S. E., Solberg, L. M., Prosperi, M., Magoc, T., Chen, Z., … & Lucero, R. J. (2023). Application of a practice-based approach in variable selection for a prediction model development study of hospital-induced delirium. BMC Medical Informatics and Decision Making, 23(1), 181. https://link.springer.com/article/10.1186/s12911-023-02278-1 Analysis Of The Elements Of The research Assignment Paper

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-Your topic of interest.
-A correctly formatted APA citation of the article you selected, along with link or search details.
-Identify a professional practice use of the theories/concepts presented in the article.
-Analysis of the article using the “Research Analysis Matrix” section of the template
-Write a 1-paragraph justification stating whether you would recommend this article to inform professional practice.
-Write a 2- to 3-paragraph summary that you will add to your Academic Success and -Professional Development Plan that includes the following:
-Describe your approach to identifying and analyzing peer-reviewed research.
-Identify at least two strategies that you would use that you found to be effective in finding peer-reviewed research.
-Identify at least one resource you intend to use in the future to find peer-reviewed research. Analysis Of The Elements Of The research Assignment Paper

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