Question
Scenario: Food Service Quality of Dining Facility at Riverside University: In addition to the survey data, university administrators provided enrollment statistics of the students for
Scenario:
Food Service Quality of Dining Facility at Riverside University: In addition to the survey data, university administrators provided enrollment statistics of the students for this semester. There are 10,000 students currently enrolled with 55% of them male students. A fairly equal number of students are freshman, sophomore, junior, and senior. Dining facility statistics show that almost 40% of their student customer are freshman, 25% are sophomore, 20% are junior, and 15% are senior. They have almost same number of male and female customers.
Part III - Confidence Intervals and Hypothesis Testing
Questions 10 through 12 are based on hypothesis testing and confidence intervals. In the different textbooks you will find many criteria about when to use normal distribution and t distribution for solving these problems. Some of the criteria defined are based on approximation that when sample size is large, t distribution can be approximated to normal. However, here when you are using technology to solve problem, stick to criteria that when population standard deviation is known, normal distribution is used. In all other cases irrespective of sample sizes, t distribution is used.
Q10) Consider variable overall satisfaction with the dining facility variable. a. At 90% confidence, estimate the overall satisfaction with the dining facility. b. At a 10% significance level, can we conclude overall satisfaction is different from 3.5? Explain criteria
used to reach conclusion.
survey data, and variables and scale of measurement table is below.
Table 1: Variables and Scale of Measurement:
Variable | Survey Question | Scale of Measurement |
D1 | How often do you eat at/purchase meals? | 1- Daily 2- 2 or 3 times a week 3- Weekly 4- 2 or 3 times per month 5- Once a month or less |
D2 | Gender | 1-Male 2-Female |
D3 | Year in School | 1-Freshman 2-Sophomore 3-Junior 4-Senior |
Q1 | Survey ID | Number from 1 through 62 |
Q2 Q3 Q4 Q5 Q6 Q7 Q8 Q9 Q10 Q11 Q12 Q13 Q14 Q15 | Attractive food presentation Variety of food choices Availability of healthy food options Taste and flavor of food Portion size Hot food is hot and cold food is cold Quality of ingredients Cleanliness of the facility Friendliness of service staff Speed of service Hours of service Prices Value of the meal Overall satisfaction with facility | Questions Q2 through Q14 were measured on following scale: 1- very unsatisfied 2- somewhat unsatisfied 3- neither unsatisfied not satisfied 4- somewhat satisfied 5- very satisfied |
Q16 | If a new option became available on campus for meals would you stay with this facility or go with the new option? (retention) | Questions Q15 -Q16 measured on following scale: 1- very likely stay with this facility 2- somewhat likely stay with this facility 3- neither likely nor unlikely 4- somewhat unlikely stay with this facility 5- very unlikely stay with this facility |
Survey Data from excel:
Q1 | D1 | D2 | D3 | Q2 | Q3 | Q4 | Q5 | Q6 | Q7 | Q8 | Q9 | Q10 | Q11 | Q12 | Q13 | Q14 | Q15 | Q16 |
1 | 5 | 2 | 1 | 4 | 3 | 5 | 4 | 5 | 4 | 4 | 5 | 5 | 5 | 5 | 3 | 4 | 4 | 1 |
2 | 4 | 1 | 1 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 4 | 5 | 4 | 2 |
3 | 1 | 2 | 2 | 4 | 3 | 3 | 3 | 3 | 3 | 4 | 4 | 5 | 3 | 3 | 3 | 3 | 3 | 1 |
4 | 1 | 2 | 1 | 5 | 4 | 3 | 4 | 4 | 5 | 5 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 1 |
5 | 1 | 1 | 1 | 3 | 3 | 5 | 3 | 2 | 4 | 3 | 4 | 5 | 4 | 4 | 3 | 3 | 4 | 3 |
6 | 4 | 2 | 4 | 4 | 4 | 3 | 3 | 3 | 3 | 3 | 5 | 3 | 2 | 3 | 3 | 3 | 3 | 4 |
7 | 1 | 2 | 1 | 3 | 2 | 3 | 3 | 3 | 4 | 3 | 3 | 4 | 3 | 4 | 2 | 3 | 4 | 3 |
8 | 4 | 1 | 1 | 3 | 4 | 4 | 3 | 3 | 3 | 3 | 4 | 4 | 3 | 3 | 2 | 2 | 3 | 3 |
9 | 5 | 1 | 1 | 4 | 4 | 4 | 5 | 3 | 4 | 5 | 4 | 4 | 3 | 4 | 4 | 4 | 4 | 3 |
10 | 3 | 2 | 1 | 5 | 4 | 3 | 4 | 5 | 4 | 4 | 4 | 5 | 5 | 4 | 3 | 4 | 4 | 3 |
11 | 5 | 1 | 3 | 2 | 3 | 3 | 2 | 4 | 4 | 2 | 4 | 3 | 3 | 4 | 2 | 2 | 3 | 4 |
12 | 3 | 2 | 1 | 3 | 2 | 3 | 4 | 4 | 4 | 3 | 5 | 3 | 2 | 1 | 3 | 3 | 3 | 5 |
13 | 5 | 1 | 3 | 4 | 5 | 4 | 5 | 4 | 5 | 4 | 4 | 5 | 4 | 4 | 3 | 3 | 4 | 3 |
14 | 1 | 2 | 1 | 1 | 1 | 1 | 1 | 2 | 1 | 3 | 3 | 4 | 2 | 1 | 2 | 2 | 1 | 5 |
15 | 5 | 1 | 4 | 3 | 4 | 5 | 3 | 2 | 4 | 4 | 5 | 5 | 5 | 4 | 3 | 2 | 5 | 3 |
16 | 1 | 1 | 2 | 2 | 3 | 3 | 2 | 2 | 4 | 2 | 4 | 4 | 3 | 3 | 3 | 2 | 2 | 4 |
17 | 4 | 1 | 4 | 2 | 3 | 2 | 2 | 4 | 3 | 2 | 4 | 4 | 4 | 4 | 1 | 2 | 3 | 2 |
18 | 5 | 1 | 3 | 4 | 5 | 4 | 3 | 3 | 4 | 5 | 5 | 5 | 5 | 3 | 2 | 1 | 3 | 3 |
19 | 3 | 1 | 1 | 4 | 5 | 2 | 4 | 3 | 4 | 4 | 5 | 5 | 4 | 4 | 2 | 3 | 4 | 3 |
20 | 1 | 1 | 4 | 3 | 3 | 3 | 3 | 4 | 1 | 2 | 2 | 4 | 4 | 3 | 2 | 1 | 1 | 3 |
21 | 1 | 1 | 3 | 4 | 4 | 4 | 4 | 2 | 4 | 4 | 5 | 4 | 3 | 1 | 4 | 3 | 3 | 4 |
22 | 1 | 2 | 2 | 2 | 2 | 2 | 1 | 2 | 1 | 2 | 2 | 2 | 1 | 2 | 2 | 2 | 2 | 4 |
23 | 1 | 1 | 2 | 3 | 4 | 4 | 4 | 4 | 3 | 2 | 3 | 3 | 4 | 2 | 5 | 3 | 3 | 4 |
24 | 5 | 1 | 2 | 2 | 1 | 1 | 2 | 2 | 3 | 2 | 4 | 4 | 4 | 3 | 2 | 2 | 2 | 3 |
25 | 2 | 1 | 3 | 4 | 4 | 5 | 3 | 3 | 5 | 4 | 5 | 2 | 2 | 1 | 1 | 2 | 3 | 3 |
26 | 5 | 1 | 2 | 4 | 3 | 2 | 3 | 3 | 3 | 2 | 5 | 4 | 3 | 2 | 1 | 3 | 3 | 4 |
27 | 2 | 1 | 2 | 4 | 3 | 3 | 4 | 1 | 5 | 3 | 5 | 3 | 1 | 3 | 2 | 2 | 3 | 4 |
28 | 1 | 1 | 2 | 1 | 1 | 1 | 3 | 1 | 2 | 2 | 5 | 2 | 1 | 5 | 2 | 3 | 1 | 1 |
29 | 1 | 1 | 2 | 3 | 2 | 1 | 2 | 1 | 5 | 3 | 5 | 3 | 3 | 4 | 1 | 2 | 2 | 5 |
30 | 3 | 1 | 4 | 4 | 4 | 3 | 4 | 4 | 5 | 3 | 5 | 5 | 4 | 4 | 3 | 4 | 4 | 3 |
31 | 5 | 2 | 4 | 3 | 2 | 2 | 3 | 3 | 4 | 3 | 4 | 4 | 4 | 3 | 1 | 3 | 3 | 2 |
32 | 3 | 1 | 4 | 3 | 1 | 2 | 4 | 3 | 4 | 4 | 4 | 4 | 3 | 1 | 4 | 2 | 3 | 3 |
33 | 2 | 1 | 4 | 3 | 2 | 4 | 4 | 3 | 3 | 3 | 4 | 4 | 4 | 5 | 3 | 5 | 4 | 3 |
34 | 3 | 1 | 4 | 4 | 3 | 4 | 5 | 4 | 5 | 5 | 5 | 5 | 4 | 4 | 3 | 4 | 4 | 3 |
35 | 1 | 1 | 3 | 4 | 4 | 3 | 4 | 5 | 2 | 4 | 3 | 3 | 1 | 1 | 4 | 4 | 4 | 3 |
36 | 1 | 2 | 3 | 3 | 5 | 5 | 5 | 3 | 5 | 5 | 5 | 5 | 3 | 1 | 2 | 3 | 4 | 3 |
37 | 1 | 1 | 2 | 5 | 3 | 4 | 4 | 3 | 4 | 4 | 5 | 5 | 3 | 1 | 3 | 3 | 4 | 3 |
38 | 2 | 1 | 2 | 3 | 2 | 3 | 2 | 4 | 3 | 3 | 4 | 5 | 4 | 4 | 4 | 3 | 3 | 2 |
39 | 1 | 1 | 3 | 3 | 4 | 2 | 2 | 4 | 2 | 3 | 4 | 5 | 3 | 3 | 1 | 2 | 3 | 3 |
40 | 3 | 1 | 4 | 3 | 1 | 1 | 5 | 4 | 5 | 4 | 5 | 5 | 4 | 1 | 2 | 2 | 2 | 5 |
41 | 1 | 2 | 2 | 3 | 3 | 4 | 4 | 3 | 5 | 3 | 3 | 3 | 3 | 2 | 3 | 3 | 3 | 3 |
42 | 5 | 1 | 2 | 4 | 3 | 2 | 2 | 3 | 3 | 2 | 4 | 4 | 4 | 3 | 3 | 4 | 3 | 2 |
43 | 1 | 1 | 4 | 4 | 3 | 3 | 4 | 4 | 4 | 3 | 3 | 4 | 2 | 4 | 5 | 5 | 4 | 3 |
44 | 1 | 1 | 3 | 3 | 3 | 5 | 3 | 5 | 5 | 4 | 5 | 4 | 4 | 2 | 5 | 4 | 4 | 3 |
45 | 1 | 1 | 4 | 3 | 1 | 3 | 3 | 2 | 2 | 2 | 5 | 5 | 3 | 3 | 4 | 3 | 3 | 3 |
46 | 2 | 1 | 4 | 3 | 4 | 3 | 4 | 2 | 2 | 2 | 4 | 5 | 5 | 5 | 3 | 2 | 2 | 4 |
47 | 2 | 1 | 3 | 3 | 2 | 2 | 3 | 2 | 3 | 4 | 3 | 5 | 3 | 4 | 1 | 3 | 3 | 3 |
48 | 3 | 2 | 2 | 4 | 3 | 5 | 5 | 4 | 3 | 5 | 4 | 5 | 5 | 5 | 3 | 5 | 4 | 3 |
49 | 5 | 1 | 3 | 4 | 4 | 5 | 4 | 3 | 4 | 4 | 5 | 5 | 5 | 2 | 2 | 3 | 5 | 2 |
50 | 1 | 2 | 4 | 3 | 4 | 4 | 3 | 5 | 3 | 3 | 4 | 5 | 3 | 3 | 4 | 4 | 4 | 3 |
51 | 2 | 1 | 1 | 4 | 4 | 5 | 4 | 3 | 5 | 3 | 5 | 5 | 5 | 4 | 1 | 3 | 4 | 3 |
52 | 2 | 2 | 4 | 4 | 5 | 5 | 4 | 4 | 5 | 5 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 2 |
53 | 2 | 1 | 2 | 4 | 2 | 2 | 4 | 4 | 5 | 2 | 5 | 3 | 4 | 2 | 1 | 4 | 3 | 1 |
54 | 5 | 2 | 1 | 3 | 4 | 2 | 3 | 3 | 3 | 3 | 4 | 4 | 3 | 3 | 2 | 3 | 3 | 3 |
55 | 1 | 2 | 1 | 3 | 2 | 2 | 3 | 4 | 5 | 3 | 4 | 5 | 5 | 4 | 3 | 4 | 3 | 3 |
56 | 5 | 1 | 1 | 5 | 5 | 3 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 1 | 1 | 2 | 3 | 5 |
57 | 5 | 1 | 2 | 4 | 4 | 3 | 3 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 3 | 3 | 4 | 3 |
58 | 3 | 2 | 3 | 4 | 4 | 4 | 4 | 1 | 4 | 4 | 4 | 4 | 4 | 4 | 1 | 3 | 3 | 1 |
59 | 2 | 1 | 2 | 3 | 2 | 1 | 4 | 2 | 3 | 2 | 3 | 4 | 3 | 3 | 4 | 5 | 4 | 3 |
60 | 1 | 1 | 4 | 2 | 1 | 3 | 3 | 2 | 3 | 3 | 3 | 3 | 3 | 1 | 2 | 2 | 2 | 3 |
61 | 1 | 2 | 2 | 3 | 3 | 2 | 5 | 4 | 5 | 3 | 5 | 5 | 4 | 2 | 3 | 3 | 3 | 3 |
62 | 1 | 1 | 3 | 3 | 1 | 2 | 3 | 4 | 4 | 3 | 5 | 5 | 3 | 2 | 3 | 4 | 2 | 1 |
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