DNP 830 Topic 4 DQ 2: clinical vs statistical significance

DNP 830 Topic 4 DQ 2 DQ 2 : On the chance that your DPI Project does not result in statistical significance, explain how you can justify clinical significance. While the goal of the DPI Project is to achieve clinical significance, you will also need to discuss if the data analysis also has statistical significance. Statistical significance (p = .05) helps determine whether a result is by chance. On the chance that your DPI Project does not result in statistical significance, explain how you can justify clinical significance. This topic helps you develop a basic understanding of statistics. Two distinct types of statistics are addressed: descriptive and inferential. In this assignment, you will have another opportunity to use the SPSS program. SPSS makes it easy to analyze data using specifc tests. This assignment will give you practice with t-tests, ANOVA, and communicating your results through a written summary. General Requirements: Use the following information to ensure successful completion of the assignment: Before beginning this assignment, be sure to view the tutorial videos located in the topic Resources. View the “Working With Inferential Statistics” tutorial, located in the DNP-830A folder of the DNP PI Workspace. Refer to the “Sample Analysis of Variance (ANOVA) Table” and “Sample Results of Several t Tests Table” in the topic Resources, as needed, to complete the table using APA style. Doctoral learners are required to use APA style for their writing assignments. The APA Style Guide is located in the Student Success Center. This assignment uses a rubric. Review the rubric prior to beginning the assignment to become familiar with the expectations for successful completion. You are not required to submit this assignment to LopesWrite. Learners will submit this assignment using the assignment dropbox in the digital classroom. In addition, learners must upload this deliverable to the Learner Dissertation Page (LDP) in the DNP PI Workspace for later use. Directions: Page 23 Grand Canyon University 2022 © Prepared on: Aug 24, 2022 Prior to beginning this assignment, complete the assigned readings and view the assigned videos. Using the data provided on the “HCUP State Inpatient Databases (SID) File Composition – Number of Discharges by Year” webpage, located in the topic Resources, conduct the appropriate statistical test in SPSS to address the following: 1. Describe the mean, standard deviation, and range of discharges in 2019. 2. Compare the number of discharges in 2019 in all states by region using an ANOVA. Are there signifcantly more discharges? Describe the assumption of variance between groups and within groups? Create a table of your results using APA style and attach as an appendix to your paper. Western States (Washington, Oregon, Idaho, Montana, Wyoming, California, Nevada, Utah, Arizona, New Mexico, Colorado Alaska, Hawaii); Mid-Western States (North Dakota, South Dakota, Nebraska, Kansas, Minnesota, Iowa, Missouri, Wisconsin, Illinois, Indiana, Michigan, Ohio); Southern States (Maryland, Washington D.C, West Virginia, Virginia, Kentucky, North Carolina, South Carolina, Georgia, Florida, Tennessee, Alabama, Mississippi, Arkansas, Louisiana, Oklahoma, Texas); Northeastern States (Maine, Vermont, New Hampshire, Massachusetts, Rhode Island, Connecticut, New York, New Jersey, Pennsylvania, Delaware). 3. Compare the number of discharges in all states between 2012 and 2019 using a paired t-test. Are there signifcantly more discharges in 2019 versus 2012? Describe the assumption of a paired samples t-test. Create a table for your results using APA style and attach as an appendix. 4. Write a 500–750-word summary of your results. 5. Attach your SPSS statistical outputs as an appendix to your paper. Portfolio Practice Immersion Hours: It may be possible to earn portfolio practice immersion hours for this assignment. Enter the following after the References section of your paper: Practice Immersion Hours Completion Statement DNP-830A I, (INSERT NAME), verify that I have completed and logged (NUMBER OF) clock minutes/hours in association with the goals and objectives for this assignment. I also have tracked said practice immersion hours in the Lopes Activity Tracker for verifcation purposes and will be sure that all approvals are in place from my faculty and practice immersion preceptor/mentor before the end of the course. Lopes Activity Tracker Submission For this assignment, you will need to submit a summary of practice immersion hours earned up to this point in the course. All practice immersion hours showing on this summary must be approved by your preceptor/ mentor. It is your responsibility to ensure your preceptor/mentor approves all submissions within 72 hours. Download a summary of your practice immersion hours from Lopes Activity Tracker. Save the fle and submit it through the assignment dropbox in the digital classroom. In addition, learners must upload this deliverable to the Learner Dissertation Page (LDP) in the DNP PI Workspace for later use. This submission is required in order to receive a fnal grade in the course. In order to receive a passing grade in the course, learners are required to have met the required number of approved practice immersion hours.