Question
H355 Data Set: Pain and Heart Rate Physiologically pain is reflected in vital signs. The first vital sign to reflect that there is anything wrong
H355 Data Set: Pain and Heart Rate
Physiologically pain is reflected in vital signs. The first vital sign to reflect that there is anything wrong is always the heart rate. (Increased heart rate increases cardiac output). The data below reflects the self reported pain level of 16 patients and their corresponding heart rate. Using this data, you are asking the questions: Is there a difference in age between patients reporting pain levels > 5 vs patients reporting pain levels 5?Is pain a factor in heart rate?
1. Enter the data into Excel. Run descriptive statistics on Age, pain scale, and heart rate. Determine the percentages of Male and Female.
2. Determine if there is a correlation between age and pain scale and heart rate (hint, these 3 columns need to be next to each other so that they can all be selected at once).
3. Next split the data into 2 groups, the heart rate and age of those that had pain levels 5 and the heart rate and age of those with pain levels >5.
- Run a t-test Assuming Unequal variances between the heart rate of these 2 groups to see if there is a statistically significant difference.
- Run a t-test Assuming Unequal variances between the age of these 2 groups to see if there is a statistically significant difference.
Address all the points of the Grading Rubric by typing your responses into the Excel file (at the bottom of the page in Excel are little tabs that say sheet 1, sheet 2, etc. If you click on these a new page of excel opens, its like having pages in a notebook).
Age | Pain 0-10 Scale | Heart Rate | Sex | |
---|---|---|---|---|
Patient 1 | 16 | 8 | 142 | F |
Patient 2 | 25 | 4 | 95 | F |
Patient 3 | 33 | 5 | 92 | F |
Patient 4 | 30 | 6 | 102 | M |
Patient 5 | 45 | 7 | 119 | M |
Patient 6 | 27 | 8 | 130 | F |
Patient 7 | 55 | 5 | 101 | M |
Patient 8 | 39 | 3 | 89 | F |
Patient 9 | 49 | 0 | 82 | M |
Patient 10 | 59 | 5 | 97 | F |
Patient 11 | 22 | 7 | 117 | F |
Patient 12 | 41 | 6 | 101 | F |
Patient 13 | 38 | 2 | 79 | M |
Patient 14 | 50 | 0 | 75 | M |
Patient 15 | 43 | 6 | 130 | F |
Patient 16 | 48 | 7 | 120 | F |
H355 RN-BSN Consortium
Data Analysis Project
The project will involve taking a data set and entering it into Excel appropriately, running descriptive statistics, Pearson r correlations, and t-tests. After data has been analyzed, students will explain the results of the analysis and answer the research questions. The data analysis project will be evaluated using the following grading rubric:
H355 Data Analysis Project Grading Rubric
Criteria | Possible Points |
---|---|
1. Enters data correctly into EXCEL | 10 |
2. Performs descriptive statistics and correlations correctly | 10 |
3. Performs t-tests/ANOVA correctly | 15 |
4. Discusses what the descriptive statistics results mean in terms of the mean and the standard deviation (keeping in mind the higher the SD, the more variability there is in the scores) | 10 |
5. IF there is a correlation in the direction, states what the correlation results mean in terms of the strength of the r value | 10 |
6. Discusses what the results of the t-test and/or the ANOVA means in relationship to the p values and statistical significance | 10 |
7. States what the data analysis tells you about the answer to the Research Question(s) | 10 |
Total Points | 75 |
Step by Step Solution
There are 3 Steps involved in it
Step: 1
Get Instant Access to Expert-Tailored Solutions
See step-by-step solutions with expert insights and AI powered tools for academic success
Step: 2
Step: 3
Ace Your Homework with AI
Get the answers you need in no time with our AI-driven, step-by-step assistance
Get Started