Please use the attached documents to complete the assignment
Surveys are often used to gather public health information or data. The first step in analyzing the survey data is to conduct descriptive statistics. Descriptive statistics help provide basic information about the sample group, such as the average age and average income. This information can then be analyzed to effectively measure and describe a population’s health status, behavior, and associated risk factors in relation to these variables.
The purpose of this assignment is to use Excel to apply descriptive statistics in order to describe the sample who completed a health behavior survey. Use the “Health Behavior Data Set” and the “Descriptive Statistics in Excel Worksheet” to complete this assignment. Refer to the instructional videos in the topic resources as a guide.
For this assignment:
Descriptive Statistics in Excel Worksheet
Use Microsoft Excel to analyze the information in the “Health Behavior Data Set” and answer the questions below.
How many participants are in the sample? ____________________________________________
Descriptive Statistics for Age
Sort by age
a. What is the age range? __________________________________________________
Enable the “Data Analysis ToolPak” in Excel. Use the Data Analysis Feature to find the mean and standard deviation for age.
a. What is the mean age? ________________________________________________
b. What is the standard deviation for age? ______________________________________
c. Copy and Paste the Descriptive Statistics Output for age here:
Descriptive Statistics for Annual Income
Use the Data Analysis Feature to find the mean and standard deviation for the Annual Income.
a. What is the mean income? ________________________________________________
b. What is the standard deviation for income? ___________________________________
c. Copy and Paste the Descriptive Statistics Output for age here:
Frequencies for Smoking Variable
Use the Pivot Table Feature to create frequency tables for the smoker variable.
a. What percent of the sample identify as smokers? _______________________________________
b. Copy and Paste the Pivot Table here:
Frequencies for Sex Variable
Use the Pivot Table Feature to create frequency tables for sex.
a. What percent of the sample identified as male? ________________________________
b. What percent of the sample identified as female? ______________________________
c. Copy and Paste the Pivot Table here:
Descriptive Statistics Summary
Create a summary of the descriptive statistics conducted on the sample that answers the following in
2
50-500 words:
a. Summarize the survey. How many questions were there? How were the data collected?
b. Discuss the sampling strategy used. Did this strategy result in a representative sample?
c. Describe the sample. Based on the calculated descriptive statistics and frequencies, what do we know about the sample.
d. Discuss two additional variables that could have been included in the survey to gain a better understanding of the population.
© 2021. Grand Canyon University. All Rights Reserved.
2
Health Behavior Case History and Survey
Case History
You currently serve as a health promotion specialist for a local community health organization. The organization was interested in learning about general health behaviors in the community, and the relationships between these health behaviors and environmental and social determinants.
You developed a short eight-question survey to gather information and will use the survey results to inform the development of a health promotion intervention. The survey allowed you to collect primary data based on convenient sample of people visiting the local shopping grocery store. Participants were offered $5 in exchange for completing the survey.
The “Health Behavior Dataset”, located in the Excel worksheet, includes 30 observations from this survey. Refer to the data from this survey to complete the assignment.
Survey
ID (to be completed by researcher): _____ _____ _____
Demographics
1. How old are you? __________
2
. What is your sex?
· Male
· Female
3. Are you currently employed?
· Yes
· No
4. What is your highest level of education?
· Less than High school
· Graduated High School
5. What is your annual income? __________
Height and Weight
6. How much do you weigh in pounds? __________
7. What is your height in inches? __________
Smoking Status
8. Do you smoke?
· Yes
· No
© 2021. Grand Canyon University. All Rights Reserved.
2
>Data
01
2 0
No 2 000
No Female Yes 3 100 Yes Male No 1 No Female Yes 1 00
Yes Female No 2 5000 Yes Female Yes 3 000
No Male Yes 1 000
66 Yes Female Yes 2 0
68 Yes 00
280 No Female Yes 3 120 No 50 Male Yes 1 00
No 20 Female No 1 63 Yes Male Yes 3 150 No 61 Male Yes 2 28000 65 No Male No 1 180 No 36 Female Yes 2 0
64 No 35 Male Yes 3 0
180 Yes Male No 2 000
100 70 Yes 110 64 No Female No 2 00
65 Yes 42 Female Yes 3 200 65 No Male No 2 5000 160 No Male No 1 72 No 175 No Male Yes 3 165 Yes 40 Female Yes 3 170 69 Yes Female No 1 15000 73 No 46 Male Yes 3 64000 175 68 No 42 Male Yes 3 250 70 Yes Key
2
ID
Age
Sex
Employed
Education_Level***
Annual_Income*
Weight
Height
Smoker
1
45
Female
Yes
5
100
190
60
No
102
58
Male
2
3
1
50
68
103
31
3
5000
65
104
54
10000
1
20
66
105
30
280
150
70
106
18
125
62
107
39
46
110
61
108
37
36
250
109
44
51000
24
110 24 Male No 2
120
75
111
42
78000
63
112
3
40
180
74
113
15000
160
114
35
28000
72
115
175
116
59
24000
64
117
55000
21
118
6
200
69
119
29
32
120 32 Female No 1
7000
121
26
170
205
122
64000
123
52
71
124
49
14000
165
125 21 Female No 1
20000
67
126
48
72000
73
127
85000
128
53
245
129
130
27000
Key
Variable
Age
Years
Education Level
1
Less than High School
2
Graduated High School
3
Graduated College
Annual Income
US Dollars
Weight
Pounds
Height
Inches
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