NUR 590 Topic 4 Discussion Question 2

Sample Answer for NUR 590 Topic 4 Discussion Question 2 Included After Question

NUR 590 Topic 4 Discussion Question 2

Identify which statistical test you would use in conjunction with your selected research design from DQ 1 to evaluate the outcomes for your evidence-based project proposal and explain why you selected this test. What kind of information will this test provide about your outcomes?

 

A Sample Answer For the Assignment: NUR 590 Topic 4 Discussion Question 2

Title: NUR 590 Topic 4 Discussion Question 2

According to Parab & Bhalerao, “statistical tests are mathematical tools for analyzing quantitative data generated in a research study” (2010). There are a number or test that researchers can use which can also become overwhelming and cause confusion for the research, and that can lead to sabotaging and tainting their study. Selecting the statistical test helps the researcher understand what to look for in the study as well as help organize their data. Parab & Bhalerao (2010) stated that “Before selecting a statistical test, a researcher has to simply answer the following six questions, which will lead to correct choice of test:”.

  1. How many independent variables covary (vary in the same time period) with the dependent variable?
  2. At what level of measurement is the independent variable?
  3. What is the level of measurement of the dependent variable?
  4. Are the observations independent or dependent?
  5. Do the comparisons involve populations to populations, a sample to a population, or are two or more

samples compared?

  1. Is the hypothesis being tested comparative or relationship?

 

Statistical testing is used explain the results of a study. The test that I would use would be the t-test. “A t-test is a type of inferential statistic used to determine if there is a significant difference between the means of two groups, which may be related in certain features” (Investopedia, n.d.). I would used this test because of show the averages of nurses to patient ratios to help determine the correlation between low staffing and high staffing and whether each has a positive or negative effect on patient health outcomes.

NUR 590 Topic 4 Discussion Question 2 Reference:

NUR 590 Topic 4 Discussion Question 2
NUR 590 Topic 4 Discussion Question 2

Investopedia. (n.d.). T-Test. Retrieved from https://www.investopedia.com/terms/t/t-test.asp

Parab, S. & Bhalerao, S. (2010). Choosing Statistical Test. International Journal of Ayurveda Research. 1(3): 187-191. Retrieved from https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2996580/

Statistical tests can be chosen based on independent factors and other project designs. My project seeks to identify if PPE education increases informal (family) caregiver compliance to PPE usage. I’ve identified at least one confounding variable, which is the effects of PPE usage modeling by staff. Siebert et al. (2018) found staff modeling and teaching was a big part of compliance of visitors. However, there is a test which accounts for differences in participants.

I am choosing a mixed design ANOVA test due to the used of different participants in each group. A mixed design measures “change over time, differences between the groups, interaction of time and group effects”  (Tappen, 2016). This will show the differences between groups (education versus no education) and within the groups themselves.  It can be used to measure the change between before and after the intervention of education. It will help control for the different participants in each intervention group. It could measure the change from several different time points, as desired.

Seibert, G., Ewers, T., Barker, A. K., Slavick, A., Wright, M. O., Stevens, L., & Safdar, N. (2018). What do visitors know and how do they feel about contact precautions? American Journal of Infection. 46(1): 115–117.

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Tappen, R. (2016). Advanced Nursing Research. Jones & Bartlett.

It is important to choose the correct statistical test when conducting research, as research should maintain validity. To correctly perform the statistical analysis of quantitative data, two key points should be considered: One is to identify the type of experimental design correctly, and the other is to check whether data meets the preconditions of the parameter test (Liang & Wang, 2019. If these are not considered, it can cause misuse of data and can possibly conclude false conclusions. I believed that the Paired T- Test would best fit my project proposal. The Paired T-Test tests the difference between two variables with the same population. For example pre and post test scores. This would allow the comparison of performance before and after the completion of the organizational change implementation. Determining the amount of hands off time during cardiopulmonary resuscitation would be the first variable, while the data obtained for hands off time during CPR with implementation of continuous compressions during defibrillation would be the second variable. Comparing these two variables should produce the conclusion that continuous compressions during hands on defibrillation decreases hands off time during CPR and increase patient outcomes. Ultimately this test would determine the amount of “hands-off” during CPR comparing standard CPR and continuous compressions during defibrillation.

Liang, G., Fu, W., & Wang, K. (2019). Analysis of t-test misuses and SPSS operations in medical research papers. Burns & trauma7.

Quantitative data come from measurements that yield data in numeric form ranging from binary to continuous numeric expressions(Polit, 2017).The statistical test that I would use is a paired T-test. This is a type of Parametric test which is applied when data is normally distributed not skewed (Najmi et al., 2021). The data should be normally distributed and quantitative. This is appropriate for my project which is a quantitative design. The paired T-test is used when one group serves as its own control group. It is used to compare the two means and is used in small samples(Najmi et al., 2021). My project is to reduce CAUTI rates by using patient/family engagement and empowerment. I would use a T-test to compare pre and post intervention CAUTI rates to determine if the intervention was successful in reducing incidence.

Najmi, A., Sadasivam, B., & Ray, A.(2021). How to choose and interpret a statistical test? An update for budding researchers. Journal of Family Medicine and Primary Care, 10(8), 2763-2767. https://doi-org.lopes.idm.oclc.org/10.4103/jfmpc.jfpc-433-21

 

Pilot, D.F.(2017). Data collection methods. J. Fitzpatrick(ed.), Encyclopedia of nursing research (4th ed.). Springer Publishing Company.

Using statistical data analysis can be used in many ways and be of benefit in not only the business world, but in the healthcare world as well, especially research. One would need to understand what statistical methods are and the principles behind them to be able to analyze or correctly interpret the data that comes from the results (Wienclaw, 2021). The statistical test that I would use in the evidence-based practice (EBP) project proposal to evaluate the outcomes would be that of regression analysis. This is considered a reliable method of being able to identify which variables have an impact on the outcome of the topic of interest. There are different types of regression analysis that can be used in which one type is linear regression.

Linear regression analysis would be the specific statistical test that I would use for my project. The reason why I selected this test was because I want to determine what impact my independent variables (education and no education) have on the outcome of my dependent variable (cervical cancer screening rates). Linear regression analysis statistical test is used to “estimate the association of greater than or equal to 1 independent (predictor) variables with a continuous dependent variable” (Schober & Vetter, 2021, p. 108). The kind of information that this test will provide about my outcomes on my project would be an estimate of the effect of my independent variables (education and no education) on my dependent variable (cervical cancer screening rates). This will help determine the impact of education versus no education on the increasing cervical cancer screening rates in my population of ethnic minority women. The use of linear regression analysis can also provide me with information on the interaction of my two independent variables and whether the effect of one depends on the value of the other (Schober & Vetter, 2021).

NUR 590 Topic 4 Discussion Question 2 Reference:

Schober, P., & Vetter, T. R. (2021). Linear regression in medical research. Anesthesia & Analgesia, 132(1), 108-109. https://doi.org/10.1213/ANE.0000000000005206

 

Wienclaw, R. A. (2021). Statistics and data analysis. Salem Press Encyclopedia. https://lopes.idm.oclc.org/login?url=https://search.ebscohost.com/login.aspx?direct=true&db=ers&AN=89163982&site=eds-live&scope=site&custid=s8333196&groupid=main&profile=eds1

Predictive analytics moves beyond standard forecasting or estimating and is a form of data science (What is predictive analytics? The PAW resource guide, 2021). Prediction is at the center of big data, and the whole point of data is to learn from it to predict. Predictions drive and render organizational and operational decisions. Rather than solely providing insights, a predictive model generates a predictive score for each individual, which directly drives or informs decisions for that individual, e.g., whether to apply a specific medical treatment. Decision-makers can allocate budgets based on per-person predictions, assisting health leaders in the challenge of resource allocation (Giga, 2017). A predictive model supports early identification, allowing preventative interventions to begin earlier while possibly decreasing the need for invasive investigative procedures later in the continuum of care.

The mission of Predictive Analytics World (PAW) is to foster breakthroughs in the value-driven operationalization of established deep learning methods (What is predictive analytics? The PAW resource guide, 2021). Their mission aligns for this evidence-based practice (EBP) project, and to process the pilot implementation data before deciding whether the change is appropriate for adoption into practice and if the process should be hard-wired and integrated system-wide. Ultimately, producing better patient outcomes by helping to target and treat high-risk patients is the goal (Giga, 2017). Predictive analytics technology learns from the data to predict or infer an unknown, resulting in improved outcomes, lower costs, and higher patient satisfaction. The data will determine if the unknown, whether conducting routine sleep screening increases the discovery and treatment of obstructive sleep apnea (OSA). From this starting point, the data collection will build on evaluating the potential rewards against expenditures while providing high-value patient outcomes (Giga, 2017).

NUR 590 Topic 4 Discussion Question 2 References

 

Giga, A. (2017). How health leaders can benefit from predictive analytics. Healthcare Management Forum30(6), 274–277. https://doi.org/10.1177/0840470417716470

 

What is predictive analytics? The paw resource guide. Predictive Analytics World. (2021, March 2). https://www.predictiveanalyticsworld.com/predictive-analytics/.

The type of Study I chose for my project is a quantitative study, this study requires gathering data from a reliable verifiable source. Once the data is collected a statistical analysis of the data would be required to help present the data. When interpreting the data, a statistical test can also help decrease bias by helping the clinicians consider how multiple explanations for a report study can be presented(Melnyk & Fineout-Overholt, 2019).

My evidenced based project goal is to view how will education of nurses about QBL improve their awareness and start earlier treatment of Postpartum hemorrhage. The Statistical test I choose is the t-test this test is used to analyze the population and compare to means to different populations. The T-test will help to analyze the data pulled from the chart review and compare the post-implementation data to the pre-implementation data(Fitzpatrick, 2017). The T-test is a simple test that compares the differences between two groups and find a significant statistical occurrence. The data will be utilized to show how the education of the process increased the usage of QBL and increased awareness of how to use the tool will improve patient care. The T-test will compare the pre and post data with  hopes it will reveal how the implementation of this test improved awareness. My other hopes will show how this implementation of the project gives the nurses the why behind the project and increase buy in.

Fitzpatrick, J. J. (Ed.). (2017). Encyclopedia of nursing research (4th ed.) [ebook]. Springer Publishing Company. https://doi.org/10.1891/9780826133052

Melnyk, B. M., PhD, RN. APRN-CNP, FAANP, FNAP, FAAN, & Fineout-Overholt, E., PhD, RN, FNAP, FAAN. (2019). Evidence-Based Practice in Nursing& Healthcare A Guide to Best Practice (4th ed.). Wolters Kluwer.

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The university’s policy on late assignments is 10% penalty PER DAY LATE. This also applies to late DQ replies.

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Questions to Instructor Forum: This is a great place to ask course content or assignment questions. If you have a question, there is a good chance one of your peers does as well. This is a public forum for the class.

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Important information for writing discussion questions and participation

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Hello class and welcome to the class and I will be your instructor for this course. This is a -week course and requires a lot of time commitment, organization, and a high level of dedication. Please use the class syllabus to guide you through all the assignments required for the course. I have also attached the classroom policies to this announcement to know your expectations for this course. Please review this document carefully and ask me any questions if you do. You could email me at any time or send me a message via the “message” icon in halo if you need to contact me. I check my email regularly, so you should get a response within 24 hours. If you have not heard from me within 24 hours and need to contact me urgently, please send a follow up text to

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Your initial discussion post should be a minimum of 200 words and response posts should be a minimum of 150 words. Be advised that I grade based on quality and not necessarily the number of words you post. A minimum of TWO references should be used for your initial post. For your response post, you do not need references as personal experiences would count as response posts. If you however cite anything from the literature for your response post, it is required that you cite your reference. You should include a minimum of THREE references for papers in this course. Please note that references should be no more than 5 years old except recommended as a resource for the class. Furthermore, for each discussion board question, you need ONE initial substantive response and TWO substantive responses to either your classmates or your instructor for a total of THREE responses. There are TWO discussion questions each week, hence, you need a total minimum of SIX discussion posts for each week. I usually post a discussion question each week. You could also respond to these as it would count towards your required SIX discussion posts for the week.

I understand this is a lot of information to cover in 5 weeks, however, the Bible says in Philippians 4:13 that we can do all things through Christ that strengthens us. Even in times like this, we are encouraged by God’s word that we have that ability in us to succeed with His strength. I pray that each and every one of you receives strength for this course and life generally as we navigate through this pandemic that is shaking our world today. Relax and enjoy the course!

Hi Class,

Please read through the following information on writing a Discussion question response and participation posts.

Contact me if you have any questions.

Important information on Writing a Discussion Question

  • Your response needs to be a minimum of 150 words (not including your list of references)
  • There needs to be at least TWO references with ONE being a peer reviewed professional journal article.
  • Include in-text citations in your response
  • Do not include quotes—instead summarize and paraphrase the information
  • Follow APA-7th edition
  • Points will be deducted if the above is not followed

Participation –replies to your classmates or instructor

  • A minimum of 6 responses per week, on at least 3 days of the week.
  • Each response needs at least ONE reference with citations—best if it is a peer reviewed journal article
  • Each response needs to be at least 75 words in length (does not include your list of references)
  • Responses need to be substantive by bringing information to the discussion or further enhance the discussion. Responses of “I agree” or “great post” does not count for the word count.
  • Follow APA 7th edition
  • Points will be deducted if the above is not followed
  • Remember to use and follow APA-7th edition for all weekly assignments, discussion questions, and participation points.
  • Here are some helpful links
  • Student paper example
  • Citing Sources
  • The Writing Center is a great resource