A Survey of 50 Companies
In January ‘08, fifty customers of a lumber manufacturer were surveyed regarding their satisfaction with products and service. These customers buy from the supplier and sell to retail chains like Home Depot and Lowes. Shortly after, the manufacturing company was sold.In June ‘08, the customers were telephoned and interviewed and were asked to rate overall satisfaction again.
Variable
|
Position
|
Label
|
Measurement Level
|
Description
|
id
|
1
|
ID
|
Scale
|
Participant ID number
|
Delivery
|
2
|
Delivery Reliability
|
Scale
|
On a scale of 1 to 10, how would you rate the reliability of delivery of your orders?
|
Prodsat
|
3
|
Product Satisfaction
|
Scale
|
On a scale of 1 to 10, how would you rate your satisfaction with the quality of your most recently purchased products?
|
Techsat
|
4
|
Tech Support satisfaction
|
Scale
|
On a scale of 1 to 10, how would you rate your satisfaction with the technical support?
|
Salesat
|
5
|
Sales force satistfaction
|
Scale
|
On a scale of 1 to 10, how would you rate your satisfaction with the sales support?
|
Size
|
6
|
Firm Size
|
Ordinal
|
0 = small (less than 100 employees) 1 = large (100 or more employees)
|
Usage
|
7
|
Usage Level
|
Scale
|
What percent of your purchases are from our company?
|
Satjan
|
8
|
Overall Satisfaction in January
|
Scale
|
On a scale of 1 to 7, rate your overall satisfaction with your most recent purchasing experience.
|
Satjun
|
9
|
Overall Satisfaction in June
|
Scale
|
On a scale of 1 to 7, rate your overall satisfaction with your most recent purchasing experience.
|
Structure
|
10
|
Structure of Procurement
|
Nominal
|
How your purchasing is structured?
0 = Decentralized; 1 = Centralized
|
OwnType
|
11
|
Type of Ownership
|
Nominal
|
0 = Publicly Traded; 1 Privately owned
|
CompanySales
|
12
|
Type of Company Sales
|
Nominal
|
1 = Private Label; 2 = Company Brand; 3 = Both
|
PurType
|
13
|
Type of Purchasing
|
Nominal
|
1 = Private Label; 2 = Company Brand; 3 = Both
|
Variables in the working file
For each research question
, describe in your Microsoft Word document the application of the seven steps of the hypothesis testing model.
Step 1: State the hypothesis (null and alternate).
Step 2: State your alpha (unless requested otherwise, this is always set to alpha = .05).
Step 3: Collect the data (use one of the data sets).
Step 4: Calculate your statistic and p-value. (This is where you run spss and examine your output files.)
Step 5: Accept or reject the null hypothesis. (This is where you report the results of your analyses t (df) = t-value, p = sig. level.)
Step 6: Assess the Risk of Type I and Type II Error. (Did the data meet the assumptions of the statistic, effect size, and sample size?)
Step 7: State your results in APA style and format.
MODULE 4 Application Assignments
Question 1: How do small companies compare to the major competitor?
The trade association magazine published a report that this company’s major competitor accounts for about 60% (60.0) of their small customers purchases. Is this company’s usage different from their competitors?
1. Use Select Cases to choose companies with less than 100 employees (Size = 0).
2. Run a one sample t-test using Usage as the dependent variable, and 60.0 as the test value.
3. Report the descriptive statistics, assumptions tests, as well as tests of statistical significance.
Question 2: Is there a difference between small and large companies in their overall satisfaction with the company as rated in January?
1. Run an independent samples t-test.
2. Use Size as the independent variable.
3. Use Overall Satisfaction in January (Satjan) as the dependent variable.
4. Report the descriptive statistics, assumptions tests, as well as tests of statistical significance.