DQ: Define clinical significance, and explain the difference between clinical and statistical significance
Grand Canyon University DQ: Define clinical significance, and explain the difference between clinical and statistical significance-Step-By-Step Guide
This guide will demonstrate how to complete the Grand Canyon University DQ: Define clinical significance, and explain the difference between clinical and statistical significance assignment based on general principles of academic writing. Here, we will show you the A, B, Cs of completing an academic paper, irrespective of the instructions. After guiding you through what to do, the guide will leave one or two sample essays at the end to highlight the various sections discussed below.
How to Research and Prepare for DQ: Define clinical significance, and explain the difference between clinical and statistical significance
Whether one passes or fails an academic assignment such as the Grand Canyon University DQ: Define clinical significance, and explain the difference between clinical and statistical significance depends on the preparation done beforehand. The first thing to do once you receive an assignment is to quickly skim through the requirements. Once that is done, start going through the instructions one by one to clearly understand what the instructor wants. The most important thing here is to understand the required format—whether it is APA, MLA, Chicago, etc.
After understanding the requirements of the paper, the next phase is to gather relevant materials. The first place to start the research process is the weekly resources. Go through the resources provided in the instructions to determine which ones fit the assignment. After reviewing the provided resources, use the university library to search for additional resources. After gathering sufficient and necessary resources, you are now ready to start drafting your paper.
How to Write the Introduction for DQ: Define clinical significance, and explain the difference between clinical and statistical significance
The introduction for the Grand Canyon University DQ: Define clinical significance, and explain the difference between clinical and statistical significance is where you tell the instructor what your paper will encompass. In three to four statements, highlight the important points that will form the basis of your paper. Here, you can include statistics to show the importance of the topic you will be discussing. At the end of the introduction, write a clear purpose statement outlining what exactly will be contained in the paper. This statement will start with “The purpose of this paper…” and then proceed to outline the various sections of the instructions.
How to Write the Body for DQ: Define clinical significance, and explain the difference between clinical and statistical significance
After the introduction, move into the main part of the DQ: Define clinical significance, and explain the difference between clinical and statistical significance assignment, which is the body. Given that the paper you will be writing is not experimental, the way you organize the headings and subheadings of your paper is critically important. In some cases, you might have to use more subheadings to properly organize the assignment. The organization will depend on the rubric provided. Carefully examine the rubric, as it will contain all the detailed requirements of the assignment. Sometimes, the rubric will have information that the normal instructions lack.
Another important factor to consider at this point is how to do citations. In-text citations are fundamental as they support the arguments and points you make in the paper. At this point, the resources gathered at the beginning will come in handy. Integrating the ideas of the authors with your own will ensure that you produce a comprehensive paper. Also, follow the given citation format. In most cases, APA 7 is the preferred format for nursing assignments.
How to Write the Conclusion for DQ: Define clinical significance, and explain the difference between clinical and statistical significance
After completing the main sections, write the conclusion of your paper. The conclusion is a summary of the main points you made in your paper. However, you need to rewrite the points and not simply copy and paste them. By restating the points from each subheading, you will provide a nuanced overview of the assignment to the reader.
How to Format the References List for DQ: Define clinical significance, and explain the difference between clinical and statistical significance
The very last part of your paper involves listing the sources used in your paper. These sources should be listed in alphabetical order and double-spaced. Additionally, use a hanging indent for each source that appears in this list. Lastly, only the sources cited within the body of the paper should appear here.
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HRM 635 Topic 1 DQ 2
Not all EBP projects result in statistically significant results. Define clinical significance, and explain the difference between clinical and statistical significance. How can you use clinical significance to support positive outcomes in your project?
Sample Answer for DQ: Define clinical significance, and explain the difference between clinical and statistical significance
Clinical significance is the significance that is linked to the significance of a course of treatments. When a project has clinical significance, it means that the intervention that was implemented had both genuine and quantifiable effects (Polit, 2017). Clinical significance has various key applications and it is mostly in major applications such as pharmaceutical testing and medical research or even in non-medical research, but it is also used in the critique of data sets.
On the other hand, statistical significance on the other hand is significance that emanates from the finding that an event is unlikely to have been caused by something else, or to have occurred by chance (Andrade, 2019).
During the implementation of EBP, I would use clinical significance to show the superiority of the interest, as compared to competing interventions. I would first design my intention in such a manner that it is extensively supported by evidence that has achieved both clinical and statistical significance, and also ensure that there are no outliers that ultimately affect the intervention. My intervention which is Nicotine Replacement Therapy and Education and in this case, I would use clinical significance to prove that both of these intentions would have a more positive impact than no intervention at all.
References
Andrade C. (2019). The P Value and Statistical Significance: Misunderstandings, Explanations, Challenges, and Alternatives. Indian journal of psychological medicine, 41(3), 210–215. https://doi.org/10.4103/IJPSYM.IJPSYM_193_19
Polit D. F. (2017). Clinical significance in nursing research: A discussion and descriptive analysis. International journal of nursing studies, 73, 17–23. https://doi.org/10.1016/j.ijnurstu.2017.05.002
Sample Answer 2 for DQ: Define clinical significance, and explain the difference between clinical and statistical significance
In a successful evidence-based project implementation, it is essential to understand and interpret the research findings. Therefore, it becomes critical to recognize and appreciate the difference between clinical significance and statistical significance. Statistical significance in research is phenomenon that is used to indicate the reliability of the study results by highlighting that a certain claim from data generated from experiment is attributed to a specific cause (Fleischmann & Vaughan, 2019). When the degree of statistical significance is high, the implication is that the observed relationship is unlikely coincidental but rather it has a direct association with a certain cause.
Clinical significance is essential in highlighting its implication in clinical practice. Clinically significant results or outcomes are subjective interpretations that are based on research findings as having healthcare implications for the specified patient. Clinically significant results indicate that the research findings can influence the healthcare practices and interventions hence shaping the behavior of healthcare practitioners. For results to be labeled clinically significant, the data must convince medical experts that the findings can inform the provision of care for a particular patient.
In the case of evidence-based research practice, it is essential to determine statistical significance of the research results before ascertaining whether the results are clinically significant. The main reason for establishing statistical significance before determining clinical significance is that clinical significance is determined after evaluating several research or experimental findings and confirming that they are statistically significant (Polit, 2017). I can make use of clinical significance to inform positive outcomes in my project outcome by ensuring that the results are statistically significant because clinical significance is informed by statistically significant results.
References
Fleischmann, M., & Vaughan, B. (2019). Commentary: statistical significance and clinical significance-a call to consider patient reported outcome measures, effect size, confidence interval and minimal clinically important difference (MCID). Journal of bodywork and movement therapies, 23(4), 690-694.
Polit, D. F. (2017). Clinical significance in nursing research: A discussion and descriptive analysis. International Journal of Nursing Studies, 73, 17-23.
Sample Answer 3 for DQ: Define clinical significance, and explain the difference between clinical and statistical significance
Evidence-based practices (EBP) often have statistical information to assess or base project results and the clinical significance is key as it points to “patient safety or efficacy” and the true value of assessing via clinical research statistical results (Page, 2014). Page also informs us of the importance to incorporate information including effect sizes and confidence intervals for “clinically-relevant information” and ultimately the results are “only of value if it is properly interpreted” (2014). However, this is not the only venue to assess the outcome of a project.
Betterham and Watkins point out the statistical significance of there being or lacking differences is of limited value and stressing that a non-significant outcome does not necessarily (italics are Kitty’s) mean that a treatment or project was of no or minuscule value as many factors including sample size are key factors in the results (2006). Page continues with insight that a project or research not have an outcome that is clinically significant, yet is statistically significant “and vice-versa) (2014).
The site I am doing my preceptorship at has maintained records on each patient who has tested for Covid-19. The word has gotten out locally and beyond and in an interview, Dr. Tyson shared, their sites were seeing 200-400 persons a day (2021). The patients they saw were provided interventions from the beginning; which we now know as Covid-19, which addressed patients symptoms including possible headache, body aches, nausea, vomiting, shortness of breath or difficulty breathing and/or temp. their test results, symptoms or asymptomatic, what interventions needed or prescribed, if additional indications led to chest x-ray and/or breathing treatment and ultimately regarding the follow-up call or return to office visit for assessment, further medications or the need to go to the hospital. In most of the cases, there has been clinical significance to optimal outcome and less need of admittance to the hospital.
Resources
Batterham, A.M. and Hopkins, W. G. (2006). Making meaningful inferences about magnitudes. International Journal of Sports Physiology Performance. (1), 50‐57.
Page, P. (2014). beyond statistical significance: clinical interpretation of rehabilitation research literature. International Journal of Sports Physical Therapy, 9(5): 726–736. Beyond statistical significance: clinical interpretation of rehabilitation research literature – PMC (nih.gov)
Tyson, B. (2021). The miracle of the Imperial Valley: Dr. Tyson’s first-person account of COVID-19. The Desert Review. https://www.thedesertreview.com/news/the-miracle-of-the-imperial-valley-dr-tyson-s-first-person-account-of-covid-19/article_a8707136-196b-11eb-bc7b-87d7730460bb.html
Sample Answer 4 for DQ: Define clinical significance, and explain the difference between clinical and statistical significance
The variance among statistical and clinical significance is as followed clinical significance detects difference between the two collections or the two treatment modalities, while statistical significance suggests whether there is any precise implication to the supported investigation of the outcomes or not. My project focus is nursing shortage in long term care. When employed in long-term care, developing connections with clients can be vital to their health and quality of life. Most long-term care management, usually shy away from using agency, because it has an impact on staff morale, on resident satisfaction;”. addressing nursing shortages problems of dissatisfaction among nurses and enhance positive treatment which often results in better outcomes among patients in long-term healthcare facilities. The aim of the intervention is to ensure that the problem is addressed and there is increased retention of the nurses to ensure that number of nurses available to serve the patients in long-term healthcare facilities remains high and sufficient to offer the patients quality services without being strained or dissatisfied with their jobs. This is also deigned to guarantee patients in the long-term healthcare facilities that their well-being is considered, and nurses are supported to ensure they contribute to positive treatment outcomes.
References:
Monroe, C., Loresto, F., Horton-Deutsch, S., Kleiner, C., Eron, K., Varney, R., & Grimm, S. (2021). The value of intentional self-care practices: The effects of mindfulness on improving job satisfaction, teamwork, and workplace environments. Archives of psychiatric nursing, 35(2), 189-194.
Sharma H. (2021). Statistical significance or clinical significance? A researcher’s dilemma for appropriate interpretation of research results. Saudi journal of anaesthesia, 15(4), 431–434. https://doi.org/10.4103/sja.sja_158_21
Sample Answer 5 for DQ: Define clinical significance, and explain the difference between clinical and statistical significance
Not all EBP projects result in statistically significant results. Define clinical significance, and explain the difference between clinical and statistical significance. How can you use clinical significance to support positive outcomes in your project?
Evidence Based Practice plays a significant role in health care, as it helps in improving the treatment methods and thus providing high quality care to patients. Health care providers opt for evidence based practice as they can adopt the latest and advanced treatment methods, give priority to patient preferences and render good health care service that will result in absolute patient satisfaction. Some EBP projects result in both statistically and clinically significant results, wherein some do not. Clinical significance points at the treatment effects, that is it shows how effectively and efficiently the treatment is working. Statistical significance points at the mathematical outcome (data) that is it relates the reliability of the results of the study (Cardoso et al, 2021).
As the clinical significance is always calculated and analyzed from the patient’s reaction to the adopted practice method. As far as nursing is concerned, the major focus is on the clinical significance as it emphasizes on providing high quality care based on the evidences that will bring about positive results in the patient’s health. Clinical significance measures and clearly points at the positive, effective outcome in a patient’s health a change has brought out and that results in both the patient’s and the health providers satisfaction. Statistical significance brings about the reliability of the change that has been put into use that means the results obtained are real and proved. Statistical significance proves the claim of the EBP that the desired effect of a particular change does exist as per the claim. As far as my EBP in infection control is concerned, clinical significance rightly proves that the change has resulted in positive outcome. The infection practices of use of hand sanitizers, disposable masks, gloves, hospital gowns and linens has clearly shown that the patients chosen for this particular study were free of infection. In the same way proper maintenance of catheters and ventilators also have shown a healthy and positive change in the patients’ health. The proper disposal of waste and disinfecting have maintained a healthy atmosphere for the patients and the health care organization on the whole. Thus clinical significance can very well support the positive outcomes of an EBP project (Polit, 2017).
References:
Cardoso, D., Couto, F., Cardoso, A. F., Bobrowicz-Campos, E., Santos, L., Rodrigues, R., Coutinho, V., Pinto, D., Ramis, M. A., Rodrigues, M. A., & Apóstolo, J. (2021). The Effectiveness of an Evidence-Based Practice (EBP) Educational Program on Undergraduate Nursing Students’ EBP Knowledge and Skills: A Cluster Randomized Control Trial. International journal of environmental research and public health, 18(1), 293. https://doi.org/10.3390/ijerph18010293
Polit, D. F. (2017). Clinical significance in nursing research: A discussion and descriptive analysis. International Journal of Nursing Studies, 73, 17-23.
Sample Answer 6 for DQ: Define clinical significance, and explain the difference between clinical and statistical significance
Human resource managers have a critical role to play during a pandemic. They are responsible for ensuring that the company’s staffing needs are met, and that employees are able to work remotely if necessary (Kojola, 2021). They must also be prepared to handle layoffs or mass resignations if the pandemic causes widespread illness or business closures (Ramsay, 2021). In addition, human resource managers must ensure that employees are aware of the company’s policies for sick leave and remote work during a pandemic. They should also develop a communication plan for sharing information about the pandemic with employees. In most cases, leaders and managers have the responsibilities of doing the small HR work, like approve payroll, corrective actions, timecards, the HR Departments do things like, leaves, tuition reimbursements, bonuses, pay raise etc (Tuomi, 2021). They also develop the strategy for how the department will function and what its priorities will be. In addition, they oversee the budget and make sure that the department is operating within its means. Finally, they act as a liaison between senior management and the rest of the organization on HR-related matters.
References
Ramsay, F. (2021). Managers and Talent and Employee Retention: A study inside the Finnish Tax Administration. https://helda.helsinki.fi/dhanken/bitstream/handle/10227/452062/Ramsay_Fredrik.pdf?sequence=1
Tuomi, R. (2021). SSCM practices and supplier’s sustainability management: benchmarking study. https://urn.fi/URN:NBN:fi-fe2021090745455
Kojola, A. E. (2021). Beyond choice of entry mode: How and why SMEs change foreign operation modes during internationalization?. https://osuva.uwasa.fi/bitstream/handle/10024/13542/Masters%20thesis_Antero%20Kojola_2021.pdf?sequence=2
Sample Answer 7 for DQ: Define clinical significance, and explain the difference between clinical and statistical significance
In order for me to reflect on the status of human resource management in my current organization, it is important to understand that Human Resource Management (HRM), “is the process of acquiring, training, appraising, and compensating employees, and of attending to their labor relations, health and safety, and fairness concerns” (Dessler, 2020, p41). Within my organization the Human Resource (HR) department has different roles such as planning and staffing that focus on the employees within the organization. Planning means establishing standards and developing rules and procedures for employees to ensure the organization is abiding my state and federal regulations. The HR department in my organization also takes on other employee driven elements such as helping employees choose the correct health coverage for them and working with existing employees during open enrollment. Another element the organization has includes staffing. which means determining what type of people should be hired; recruiting prospective employees; selecting employees; setting performance standards (Dessler, 2020). I think that some of the elements of HRM that my organization has that focuses on the whole organization include things such as leading and maintaining morale; motivating subordinates as well as controlling such as setting quality standards and checking to see how actual performance compares with these standards; taking corrective action as needed. My organization incorporates HR as a strategic partner because they can bring a specific perspective on how to avoid personnel mistakes and increase levels of engagement, profits, and performance.
Dessler, G. (2020). Human resource management (16th ed.). Pearson/Prentice Hall. ISBN-13: 9780135172780