StatCrunch logo (home)

Report Properties

from Flickr
Owner: linda892
Created: Jun 6, 2015
Share: yes
Views: 2053
Results in this report
Data sets in this report
Need help?
To copy selected text, right click to Copy or choose the Copy option under your browser's Edit menu. Text copied in this manner can be pasted directly into most documents with formatting maintained.
To copy selected graphs, right click on the graph to Copy. When pasting into a document, make sure to paste the graph content rather than a link to the graph. For example, to paste in MS Word choose Edit > Paste Special, and select the Device Independent Bitmap option.
You can now also Mail results and reports. The email may contain a simple link to the StatCrunch site or the complete output with data and graphics attached. In addition to being a great way to deliver output to someone else, this is also a great way to save your own hard copy. To try it out, simply click on the Mail link.
Healthcare worker job satisfaction results/analysis
Mail   Print   Twitter   Facebook


Group Two designed a survey to learn about healthcare worker job satisfaction. The population that we sampled is healthcare workers in any healthcare setting. This is a convenience sample with a voluntary response, as some healthcare workers refused to take the survey or declined an answer.

We asked the following questions:

1. How many years have you worked in Healthcare?

2. How much trust and confidence do you have in your manager or senior leadership?

3. Would you recommend others to work at Hospital/facility?

4. How would you rate your overall job satisfaction from 0-10? (0 being the worst to 10 being the highest)

Looking at a Categorical Variable

The response to the question " How much trust and confidence do you have in your manager or senior leadership?" are shown in the pie chart below.

Right click to copy

It can been seen that 51.2% % of the people we surveyed had Medium to High trust of leadership, 31.2% Low to Medium trust leadership,17.6% healthcare workers trust completely and 0% not at all.

In order to see if trust and confidence determines if healthcare workers would recommend others to work at their facility, we can examine the bar plot below.

Result 2: Bar plot for trust and confidence in leadership

Right click to copy

Among healthcare workers, the most frequent choice is Medium to High/Yes (0.5). Followed by Low to Medium/No (between 0.1 and 0.2), in the same area follows in descending order Complete/Yes, Low to Medium/Yes. The least frequent choices are Complete/Yes and Medium to High/No (between 0 and 0.1). Just above that choice is Complete/No

Those healthcare workers who have Medium to High trust in leadership had the highest frequency to recommend someone to work in this sample. It is interesting that the healthcare worker who completely trust leadership was after Medium to High.

Looking at a Numerical Variable

The response to the question "How many years have you worked in Healthcare?" are shown in the histogram, boxplot, and summary statistics below.

Result 3: Histogram for amount of years worked in healthcare

Right click to copy

Result 4: Boxplot of the overall rate of job satisfaction

Right click to copy

Result 5: Summary stats of years worked versus job satisfaction

ColumnStd. dev.VarianceMeannMedianRangeMinMaxQ1Q3
Years 8.2729641 68.441935 11.04 125 8 40 1 41 5 15

The histogram shows a right-skewed distribution with most of the data less than 20 years. The modal class of the histogram is 0 to 30 years worked in healthcare.

The center of a skewed data set is best described by the median, which is not affected by the extreme values. Here the median is 8 years worked, while the mean is about 11 years.  The midrange (1+40)/2, is  about 25 years, which is not a reasonable measure of center for this data, as we can see in the histogram. Note that the mean is greater than the median, which is typical of a right-skewed distribution.

There is a lot of variability in the responses to this question, with a range of 40 years, and a standard deviation of 8.273 years(rounded to third decimal).  The IQR, which gives the range of the middle half of the data, is 10 years.  For this data, the range rule of thumb is accurate, since the range/4 = 10 and the standard deviation is 8.273. The data set is within standard deviation of 2.

The boxplot reveals several outliers, which I determined by sorting the data: 32,34,36 and 41. While these values represent years worked, they are plausible for healthcare workers and I do not consider them to be erroneous. Retirement age has increased and many people are waiting until past their seventies to retire.

Looking for a Relationship Between Two Numerical Variables

To determine whether or not there is a relationship between the responses to the questions " How many years have you worked in Healthcare?" and " "How would you rate your overall job satisfaction from (0-10)?" we look at the scatterplot of the paired data.

Result 6: Scatter plot of years worked versus job satisfaction rate

Right click to copy

The scatter plot reveals a positive trend with a great deal of scatter. Positive correlation as the years increased, the rating of job satisfaction increased. 4 outliers stand out in the scatter plot : 8/32,9/34,9/36,8/41; rate/years. People are working longer and even though outliers can dramatically affect the correlation coefficient, it is plausible to include these in the analysis.

The correlation coefficient for the paired data is 0.122 , as shown below.

Result 7: Correlation of years/rate of healthcare job.

Correlation between Years and Rate is:

Since the absolute value of r 0.122 is less than 0.176 ( correlation_critical_values in mymathLab), we conclude that there is not statistically linear correlation, between the number of years and the rate of job satisfaction for this sample. r 0.122 lies between the critical values of .05 and and .176. To be significant the absolute value of r would need to be less than .05 or greater than .176.Since the scatterplot is largely subjective, this coefficient gives an objective measure.








Result 1: Result 1 : Pie Chart With Data   [Info]
Right click to copy

Result 2: Result 2: Bar Plot With Data   [Info]
Right click to copy

Result 3: Result 3: Histogram   [Info]
Right click to copy

Result 4: Result 5: Boxplot   [Info]
Right click to copy

Result 5: Result 4: Summary Stats   [Info]
Summary statistics:
ColumnStd. dev.VarianceMeannMedianRangeMinMaxQ1Q3

Result 6: Result 6: Scatter Plot   [Info]
Right click to copy

Result 7: Result 7: Correlation   [Info]
Correlation between Years and Rate is:

HTML link:
<A href="">Healthcare worker job satisfaction results/analysis</A>

Want to comment? Subscribe
Already a member? Sign in.

Always Learning