StatCrunch logo (home)

Report Properties
Thumbnail:
Created: Jun 19, 2018
Share: yes
Views: 200
Tags:
 
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.
M3A2 Project Part 3 - Descriptive Report Outline
Mail   Print   Twitter   Facebook

 

I. Introduction

 

The goal of our survey was to determine overall Job Satisfaction based on Hours Worked, Time Off, and Stress.  The Sample population consisted of respondents to the survey from social media sites Twitter and Face Book.  The sample was made up of respondents who were working adults aged 18-65.  The sample cannot be considered random as the population surveyed was conducted through social media and therefore is more of a convenience sample with voluntary responses. 

 

Survey Questions

1) Are you satisfied with your current job?  Choose One.  Yes / No

 


2) How many hours including overtime do you work per week? ____hours

 


3) How many hours of personal or vacation time do you take off per year? _____Hours

 


4) In a typical week, how often do you feel stressed at work?  Choose One.
    EXTREMELY OFTEN, VERY OFTEN, MODERATELY OFTEN, SLIGHTLY OFTEN, NOT AT ALL OFTEN

 

 

 

II. Looking at a Categorical Variable

 

 

 

In a typical week, how often do you feel stressed at work (

Result 1: Pie Chart Categorical Data 2 Stress   [Info]
Right click to copy

)

 

More than half of those surveyed were moderately to extremely often experience stress at work. 

 

In order to see if the C2 responses differ according to C1, display the bar plot

 

(

Result 2: Bar Plot C1 Stress grouped by C2 Satisfaction   [Info]
Right click to copy

)

 

Surprisingly despite respondents answering that they are very often and moderately often stressed also showed that they were satisfied with their current job which is unexpected.

 

 

 

III. Looking at a Numerical Variable

 

How many hours including overtime do you work per week? ____hours

 

Display the histogram (

Result 3: Histogram N1 Hours Worked   [Info]
Right click to copy

), box plot (

Result 4: Boxplot N1 Hours Worked   [Info]
Right click to copy

), and summary statistics (

Result 5: Summary Stats N1 Hours Worked   [Info]
Summary statistics:
ColumnnMeanVarianceStd. dev.RangeMedianMinMaxQ1Q3IQR
Hours Worked12430.883065339.9597918.4379998137.75081104333

).

 

The histogram shows a measure of center around 40hrs, an average work week for most.  The Histogram shows skewing to the left.  There are outliers in data with respondents that work more and less than the standard 40hr work week.   The IQR is 33.  The mean is 30.883 and the median is 37.75.   The median is greater than the mean showing a positive skew.

 

Range = 81

 

Divided by 4 = 20.25

 

This is a difference of 1.182 which makes it a fairly close approximation of the standard deviation.

 

 

 

 

 

Identify any outliers in your data set—there are outliers observed and it is possible that one would have a lot of vacation time saved up or no hours if they only work part time or are in a non-benefited position. 

 

IV. Looking for a Relationship between Two Numerical Variables

 

Display the scatter plot (

Result 6: Scatter Plot N1 Hours Worked vs. N2 Time Off   [Info]
Right click to copy

) for N1 and N2.  Discuss the direction, form, Scatter

 

Display the correlation coefficient (

Result 7: Correlation of Paired Data N1 Hours Worked vs. N2 Time Off   [Info]
Correlation between Hours Worked and Time Off is:
0.073302784

).   No, this is not statistically significant.

 

 

 

 

Data set 1. JOB SATISFACTION FULL DATA SET   [Info]
To analyze this data, please sign in.

HTML link:
<A href="https://www.statcrunch.com/5.0/viewreport.php?reportid=78285">M3A2 Project Part 3 - Descriptive Report Outline </A>


Always Learning