Introduction
Profiles
Profiles Ratings Bed Size
（Single） Bed Size
（1.5 Single） Bed Size
（Double） Location
(1 min) Location
(15 mins) Location
(30 mins) Entertainment Facilities
(Provided) Entertainment Facilities
(Not Provided) Services
(Provided) Services
(Not Provided) Price
(£10) Price
(£20) Price
(£30)
1 0 0 1 0 0 1 1 0 1 0 0 1 0
2 0 0 1 0 1 0 0 1 0 1 1 0 0
3 0 1 0 1 0 0 0 1 1 0 1 0 0
4 1 0 0 1 0 0 0 1 1 0 1 0 0
5 1 0 0 0 1 0 0 1 1 0 0 1 0
6 1 0 0 1 0 0 0 1 0 1 0 1 0
7 1 0 0 0 0 1 1 0 0 1 1 0 0
8 1 0 0 0 1 0 1 0 1 0 0 0 1
9 0 0 1 1 0 0 0 1 0 1 0 0 1
10 0 0 1 1 0 0 1 0 1 0 1 0 0
11 1 0 0 0 0 1 0 1 0 1 1 0 0
12 0 1 0 0 1 0 1 0 0 1 1 0 0
13 0 1 0 0 0 1 0 1 1 0 0 0 1
14 1 0 0 1 0 0 1 0 1 0 1 0 0
15 1 0 0 1 0 0 1 0 0 1 0 0 1
16 0 1 0 1 0 0 1 0 0 1 0 1 0
Data
ID Profiles Ratings Bed Size
（Single） Bed Size
（1.5 Single） Bed Size
（Double） Location
(1 min) Location
(15 mins) Location
(30 mins) Entertainment Facilities
(Provided) Entertainment Facilities
Not Provided Services
(Provided) Services
(Not Provided) Price
(10) Price
(20) Price
(30)
1 1 2 0 0 1 0 0 1 1 0 1 0 0 1 0
1 2 2 0 0 1 0 1 0 0 1 0 1 1 0 0
1 3 6 0 1 0 1 0 0 0 1 1 0 1 0 0
1 4 2 1 0 0 1 0 0 0 1 1 0 1 0 0
1 5 1 1 0 0 0 1 0 0 1 1 0 0 1 0
1 6 1 1 0 0 1 0 0 0 1 0 1 0 1 0
1 7 6 1 0 0 0 0 1 1 0 0 1 1 0 0
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1 9 1 0 0 1 1 0 0 0 1 0 1 0 0 1
1 10 3 0 0 1 1 0 0 1 0 1 0 1 0 0
1 11 2 1 0 0 0 0 1 0 1 0 1 1 0 0
1 12 2 0 1 0 0 1 0 1 0 0 1 1 0 0
1 13 2 0 1 0 0 0 1 0 1 1 0 0 0 1
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2 6 7 1 0 0 1 0 0 0 1 0 1 0 1 0
2 7 5 1 0 0 0 0 1 1 0 0 1 1 0 0
2 8 7 1 0 0 0 1 0 1 0 1 0 0 0 1
2 9 6 0 0 1 1 0 0 0 1 0 1 0 0 1
2 10 10 0 0 1 1 0 0 1 0 1 0 1 0 0
2 11 5 1 0 0 0 0 1 0 1 0 1 1 0 0
2 12 7 0 1 0 0 1 0 1 0 0 1 1 0 0
2 13 5 0 1 0 0 0 1 0 1 1 0 0 0 1
2 14 9 1 0 0 1 0 0 1 0 1 0 1 0 0
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2 16 8 0 1 0 1 0 0 1 0 0 1 0 1 0
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5 10 10 0 0 1 1 0 0 1 0 1 0 1 0 0
5 11 1 1 0 0 0 0 1 0 1 0 1 1 0 0
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6 3 9 0 1 0 1 0 0 0 1 1 0 1 0 0
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6 12 7 0 1 0 0 1 0 1 0 0 1 1 0 0
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6 14 10 1 0 0 1 0 0 1 0 1 0 1 0 0
6 15 7 1 0 0 1 0 0 1 0 0 1 0 0 1
6 16 7 0 1 0 1 0 0 1 0 0 1 0 1 0
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7 15 5 1 0 0 1 0 0 1 0 0 1 0 0 1
7 16 7 0 1 0 1 0 0 1 0 0 1 0 1 0
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8 16 8 0 1 0 1 0 0 1 0 0 1 0 1 0
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9 5 6 1 0 0 0 1 0 0 1 1 0 0 1 0
9 6 6 1 0 0 1 0 0 0 1 0 1 0 1 0
9 7 7 1 0 0 0 0 1 1 0 0 1 1 0 0
9 8 5 1 0 0 0 1 0 1 0 1 0 0 0 1
9 9 4 0 0 1 1 0 0 0 1 0 1 0 0 1
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9 12 5 0 1 0 0 1 0 1 0 0 1 1 0 0
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9 14 10 1 0 0 1 0 0 1 0 1 0 1 0 0
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10 7 5 1 0 0 0 0 1 1 0 0 1 1 0 0
10 8 6 1 0 0 0 1 0 1 0 1 0 0 0 1
10 9 4 0 0 1 1 0 0 0 1 0 1 0 0 1
10 10 10 0 0 1 1 0 0 1 0 1 0 1 0 0
10 11 6 1 0 0 0 0 1 0 1 0 1 1 0 0
10 12 9 0 1 0 0 1 0 1 0 0 1 1 0 0
10 13 5 0 1 0 0 0 1 0 1 1 0 0 0 1
10 14 9 1 0 0 1 0 0 1 0 1 0 1 0 0
10 15 7 1 0 0 1 0 0 1 0 0 1 0 0 1
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100 12 6 0 1 0 0 1 0 1 0 0 1 1 0 0
100 13 0 0 1 0 0 0 1 0 1 1 0 0 0 1
100 14 10 1 0 0 1 0 0 1 0 1 0 1 0 0
100 15 5 1 0 0 1 0 0 1 0 0 1 0 0 1
100 16 5 0 1 0 1 0 0 1 0 0 1 0 1 0
101 1 7 0 0 1 0 0 1 1 0 1 0 0 1 0
101 2 8 0 0 1 0 1 0 0 1 0 1 1 0 0
101 3 10 0 1 0 1 0 0 0 1 1 0 1 0 0
101 4 10 1 0 0 1 0 0 0 1 1 0 1 0 0
101 5 7 1 0 0 0 1 0 0 1 1 0 0 1 0
101 6 9 1 0 0 1 0 0 0 1 0 1 0 1 0
101 7 7 1 0 0 0 0 1 1 0 0 1 1 0 0
101 8 6 1 0 0 0 1 0 1 0 1 0 0 0 1
101 9 3 0 0 1 1 0 0 0 1 0 1 0 0 1
101 10 10 0 0 1 1 0 0 1 0 1 0 1 0 0
101 11 7 1 0 0 0 0 1 0 1 0 1 1 0 0
101 12 10 0 1 0 0 1 0 1 0 0 1 1 0 0
101 13 4 0 1 0 0 0 1 0 1 1 0 0 0 1
101 14 10 1 0 0 1 0 0 1 0 1 0 1 0 0
101 15 4 1 0 0 1 0 0 1 0 0 1 0 0 1
101 16 9 0 1 0 1 0 0 1 0 0 1 0 1 0
102 1 8 0 0 1 0 0 1 1 0 1 0 0 1 0
102 2 6 0 0 1 0 1 0 0 1 0 1 1 0 0
102 3 8 0 1 0 1 0 0 0 1 1 0 1 0 0
102 4 10 1 0 0 1 0 0 0 1 1 0 1 0 0
102 5 4 1 0 0 0 1 0 0 1 1 0 0 1 0
102 6 6 1 0 0 1 0 0 0 1 0 1 0 1 0
102 7 7 1 0 0 0 0 1 1 0 0 1 1 0 0
102 8 1 1 0 0 0 1 0 1 0 1 0 0 0 1
102 9 7 0 0 1 1 0 0 0 1 0 1 0 0 1
102 10 10 0 0 1 1 0 0 1 0 1 0 1 0 0
102 11 4 1 0 0 0 0 1 0 1 0 1 1 0 0
102 12 10 0 1 0 0 1 0 1 0 0 1 1 0 0
102 13 2 0 1 0 0 0 1 0 1 1 0 0 0 1
102 14 8 1 0 0 1 0 0 1 0 1 0 1 0 0
102 15 6 1 0 0 1 0 0 1 0 0 1 0 0 1
102 16 8 0 1 0 1 0 0 1 0 0 1 0 1 0
Demographics
ID What is your gender? How often do you stay in a hostel when traveling? How much do you generally pay for your accommodation per night when traveling?
1 3 1 3 What is your gender: How often: How much:
2 2 4 2 1=male 1=never 1=less than 30 pounds per night
3 2 3 2 2=female 2=less than once a year 2=30-60
4 2 4 2 3=prefer not to say 3=once a year 3=more than 60
5 2 3 1 4=more than once a yea
6 2 4 1
7 2 1 2
8 2 4 3
9 2 4 3
10 2 4 1
11 1 2 2
12 1 4 3
13 1 4 3
14 2 2 1
15 2 1 3
16 2 4 3
17 2 1 2
18 2 1 2
19 2 2 2
20 2 4 1
21 1 4 2
22 1 4 1
23 2 4 2
24 1 1 3
25 2 2 3
26 1 1 2
27 2 1 3
28 2 3 2
29 2 4 2
30 2 3 2
31 2 4 2
32 2 4 3
33 2 2 2
34 2 4 1
35 1 4 1
36 1 4 2
37 2 1 3
38 2 2 3
39 2 4 2
40 2 4 2
41 1 4 2
42 2 4 2
43 2 4 2
44 2 2 2
45 2 4 1
46 1 4 2
47 2 2 2
48 1 4 1
49 1 3 1
50 2 2 2
51 2 4 1
52 1 2 2
53 1 1 3
54 2 2 2
55 2 1 2
56 1 4 1
57 2 4 1
58 2 2 3
59 1 2 3
60 2 4 2
61 2 2 2
62 2 2 2
63 2 4 1
64 1 1 2
65 2 4 1
66 2 1 2
67 2 1 3
68 2 4 2
69 2 3 2
70 2 2 1
71 2 1 3
72 2 2 2
73 1 1 3
74 2 4 3
75 2 1 3
76 2 4 1
77 2 4 1
78 1 4 1
79 1 4 1
80 2 3 1
81 1 2 1
82 2 2 1
83 2 4 1
84 2 2 3
85 2 3 2
86 2 3 2
87 1 3 1
88 2 4 2
89 1 1 3
90 1 3 1
91 2 2 3
92 2 1 2
93 1 4 2
94 2 4 1
95 2 1 2
96 2 3 2
97 2 3 3
98 2 4 2
99 1 4 2
100 2 2 1
101 2 4 2
102 1 4 2
3. Conjoint Analysis
First developed in Japan in 1979, capsule hotels provide cubicle beds tightly
packed side-by-side and on top of one another, a design that emerged from increased u
an density and rising hotel prices in recession-hit Japan. Since then, capsule hotels have seen tremendous expansion, with new hotels opening across Asia as well as Europe and America. The experience of staying at a capsule hotel also appeals to young people. Although capsule hotels started in Japan as a practical, almost sterile environment where there were minimal social interactions, modern capsule hotels have evolved to become “innovative communal spaces,” with shared working and entertainment spaces and a hub of new technologies and inspiring ideas.
A popular chain of capsule hotels is planning to make a foray into London, and to this end, has commissioned a survey of customers to ascertain their preferences. The file Capsule Hotel Conjoint Data XXXXXXXXXXxlsx contains the relevant data from the survey. Various tabs in the spreadsheet explain the conjoint design and provide data and demographic information.
a) Using the data given, run a conjoint model and interpret the results. Make sure you discuss the part-worth coefficients, calculate importance weights, and use appropriate exchange rates to calculate monetary values.
) Now think of appropriate segmentation for the service. While there are many ways to segment, for now, let’s stick to using the demographic data we have (to make your life simple, the demographic data are neatly a
anged for you in the tab called Demographics). Explore each of the demographic variables and suggest an appropriate segmentation you could use.
c) Given your analysis, suggest an appropriate offering, i.e., specify what you will offer and at what price. You should provide a
ief rationale for your offering.
4. In questions that involve data analysis, please do the following. First, present the
esults and any conclusions based on those results in the body of the answer.
Regression results should be presented in the form of a table that is easy to follow
(you don't need to have the complete output in the body of the answer). Second,
submit the relevant Excel file (properly formatted, so | know which tab refers to
which answer).
Note. It is perfectly fine to ‘clean’ the data (although the data have been presented
to you in fairly clean form). By this | mean you can decide to drop rows, as long as
you state clearly why you have done so, and as long as you present the cleaned
data in your Excel submission.