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
Reflect on the status of human resource management in your current position or organization. What elements can you identify that provide a human resource management perspective that focuses on the employees within the organization? What elements can you identify that provide a more strategic human resource management focus on the whole of the organization? Describe, if possible, how your company accepts the HR department as a strategic partner.
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.
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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
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).
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 6 for DQ: Define clinical significance, and explain the difference between clinical and statistical significance
Human resource management can be described as the process or practice involving the management of an organizations workforce (SHRM, 2023). Some tasks that may be involved in order to effectively manage people in order to reach certain organizational goals include, training, performance management, recruitment, and employee relations (Dessler, 2019).
The status of HRM in my current organization I would say is very adaptive. Which has been proven to produce a positive organizational environment. In my line of work which is college athletics, the transfer portal has made the skill of being able to be adaptive in high demand. HRM naturally is an adaptive process as it is constantly evolving and workplace dynamics shift to the needs of employees.
Some elements of HRM that provide an environment that focuses on the employees within the organization to name a few are, recruitment, retention, training, and development. Recruitment is very important and is employee centered as it involves the process of searching for and hiring the best fit employees for the organization (Dessler, 2019). Retention, especially in the collegiate athletics industry is a process that is vital to the success of an organization. In today’s world athletes who find themselves in an even slightly bad or inconvenient situation are given the option to transfer to a different institution to play their sport. That makes employee satisfaction also important and goes hand in hand with retention.
Organization design and strategic planning or elements of HRM that affect the organization as whole. Strategic planning includes making adequate choices of HRM practices that also align with the overarching goals of the organization (SHRM, 2023).
The HR department of my organization is very helpful and supportive of us athletes. Those who work in HR are friendly, supportive, and constantly reminding us that they are here to support and help us be successful in a the most productive and right way which I appreciate.
References:
Dessler, G. (2019). Human resource management (16th ed.). Pearson Education.
SHRM membership benefits. SHRM. (2023, June 7). https://www.shrm.org/about-shrm/Pages/Membership.aspx