Use of Regression Analysis in Clinical Practice Essay

Use of Regression Analysis in Clinical Practice Essay

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Review the articles in this weekâ€s Learning Resources and evaluate their use of linear regression. Select one article that interests you to examine more closely in this Discussion.
Critically analyze the article that you selected and consider the strengths and weaknesses described.
Reflect on potential remedies to address these weaknesses, and how the findings from this study may contribute to evidence-based practice, the field of nursing, or society in general. Use of Regression Analysis in Clinical Practice Essay
By Day 3 of Week 7
Post a brief description of the article that you selected, providing its correct APA citation. Critically analyze the article by addressing the following questions:

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What are the goals and purposes of the research study that the article describes?
How is linear or logistic regression used in the study? What are the results of its use?
What other quantitative and statistical methods could be used to address the research issue discussed in the article? Use of Regression Analysis in Clinical Practice Essay
What are the strengths and weaknesses of the study?
Then, explain potential remedies to address the weaknesses that you identified for the research article that you selected. Analyze the importance of this study to evidence-based practice, the nursing profession, or society. Be specific and provide examples.
Article to critique
De Groot, K., De Veer, A.J.E., Paans, W., & Francke, A.L. (2020)
Use of electronic health records and standardized terminologies: A nationwide survey of nursing staff experiences,
International Journal of Nursing Studies,
Volume 104,
103523,
ISSN 0020-7489,
https://doi.org/10.1016/j.ijnurstu.2020.103523. Use of Regression Analysis in Clinical Practice Essay
(https://www.sciencedirect.com/science/article/pii/S0020748920300080)
Abstract: Background
Nursing documentation could improve the quality of nursing care by being an important source of information about patients†needs and nursing interventions. Standardized terminologies (e.g. NANDA International and the Omaha System) are expected to enhance the accuracy of nursing documentation. However, it remains unclear whether nursing staff actually feel supported in providing nursing care by the use of electronic health records that include standardized terminologies. Use of Regression Analysis in Clinical Practice Essay
Objectives
a. To explore which standardized terminologies are being used by nursing staff in electronic health records. b. To explore to what extent they feel supported by the use of electronic health records. c. To examine whether the extent to which nursing staff feel supported is associated with the standardized terminologies that they use in electronic health records. Use of Regression Analysis in Clinical Practice Essay
Design
Cross-sectional survey design.
Setting and participants
A representative sample of 667 Dutch registered nurses and certified nursing assistants working with electronic health records. The respondents were working in hospitals, mental health care, home care or nursing homes.
Methods
A web-based questionnaire was used. Descriptive statistics were performed to explore which standardized terminologies were used by nursing staff, and to explore the extent to which nursing staff felt supported by the use of electronic health records. Multiple linear regression analyses examined the association between the extent of the perceived support provided by electronic health records and the use of specific standardized terminologies. Use of Regression Analysis in Clinical Practice Essay
Results
Only half of the respondents used standardized terminologies in their electronic health records. In general, nursing staff felt most supported by the use of electronic health records in their nursing activities during the provision of care. Nursing staff were often not positive about whether the nursing information in the electronic health records was complete, relevant and accurate, and whether the electronic health records were user-friendly. No association was found between the extent to which nursing staff felt supported by the electronic health records and the use of specific standardized terminologies. Use of Regression Analysis in Clinical Practice Essay
Conclusions
More user-friendly designs for electronic health records should be developed. The poor user-friendliness of electronic health records and the variety of ways in which software developers have integrated standardized terminologies might explain why these terminologies had less of an impact on the extent to which nursing staff felt supported by the use of electronic health records.
Keywords: Electronic health records; Nurses; Nursing documentation; Standardized nursing terminology Use of Regression Analysis in Clinical Practice Essay

https://go.openathens.net/redirector/waldenu.edu?url=https://www.sciencedirect.com/science/article/pii/S0020748920300080?via%3Dihub
Sample article
1) Coughlan M, Cronin P, & Ryan F. (2007). Step-by-step guide to critiquing research. Part 1: quantitative research. British Journal of Nursing, 16(11), 658–663. https://doi.org/10.12968/bjon.2007.16.11.23681
2) Ryan F, Coughlan M, & Cronin P. (2007). Step-by-step guide to critiquing research. Part 2: qualitative research. British Journal of Nursing, 16(12), 738–744. https://doi.org/10.12968/bjon.2007.16.12.23726 Use of Regression Analysis in Clinical Practice Essay