Conjoint and Segmentation analysis
The KIRIN Case study
Sejong YOO (B00702551)
BLANLUET Ambroise (B00603115)
GABELLA Victor (B00698126)
HATIM Leila (B00604795)
2
•
Background
•
Key issues
•
Conjoint Analysis
•
Segment Analysis
•
Recommendation
Conjoint and Segmentation
Analysis for ICHIBAN SHIBORI
KIRIN BEER
#1 Beer firm in Japan
KIRIN
Asahi launched the new beer and achieved
favorable market acceptance
Kirin answered with a new product, Ichiban
Shibori, which was a huge success
KIRIN Brewery Limited was the largest beer
firm in Japan, and fourth largest in the world.
Background
Dominant market leader in Japan’s beer market
3
Although Kirin diversified into food, liquor, and
even biotechnology, its performance relied largely
on its market position in beer. In 1990 its market
share was almost 50% in Japan, nearly twice its
nearest competitor, Asahi. Sapporo was the third
largest brewer in Japan, followed by Suntory.
US import Market
It is dominated by European and Mexican beer
producers
Among Japanese producers, Kirin is only second
to Sapporo
On the US market, Kirin started with a
niche strategy and is trying to get new
consumers
Background
US import beer market is mostly made of young
upper-middle classes
4
Kirin first entered the US market in 1983 with a
niche stragtegy, targetting Japanese people. Later,
they signed contracts with beer distributors to get
sold in other places than Japanese restaurants.
Their major market is located in New York and Los
Angeles.
1
2
They think about bringing Ichiban Shibori to
the US market
3
Would that be the right product to launch into that market, and wich consumers should be primarily targeted ?
New product launch in the US
Market Share in US
Product attributes
Segmentation and
Targeting
Kirin would need to sell an additionnal
300-400.000 cases to beat Sapporo
Key Issues
C
onjoint
Analysis
6
Product Attributes
Are our new product attributes suitable to the
consumers in the US
Discrepancy between actual vs predicted M/S
7
European
Heinken
Beck’s
Guinness
Bass
Amstel
Light
Molson
Corona
Sapporo
Old Kirin
Note
Awareness
100
50
30
25
65
60
20
20
Distribution
100
80
70
100
85
100
50
50
Standard
Awareness
27.0%
13.5%
8.1%
6.8%
17.6%
16.2%
5.4%
5.4%
Standard
Distribution
15.7%
12.6%
11.0%
15.7%
13.4%
15.7%
7.9%
7.9%
Weighted
Average
22.5%
13.1%
9.3%
10.4%
15.9%
16.0%
6.4%
6.4%
0.6 SA * 0.4 SD
First Choice
13.0%
12.0%
14.0%
14.0%
3.0%
39.0%
5.0%
N/A
Choic of
preference
16.0%
15.0%
14.0%
14.0%
11.0%
17.0%
13.0%
Logit
16.0%
14.0%
14.0%
14.0%
10.0%
22.0%
11.0%
Based on managerial judgments on competitors
•
Choice role is dependent on the context.
-
High Stake choice -> First Choice
-
High Variety of Seeking -> Choice of Preference
Discrepancy between actual vs predicted M/S
8
European
Why discrepancy?
•
All the other tangible and
intangible attributes that
are not reflected in the
product profile.
-
Brand Power
-
Distribution Networks
-
Advertising Budget
0%
10%
20%
30%
40%
Heinken
Beck’s
Bass Guinness Amstel Light
Molson
Corona
Sapporo
Kirin
11%
22%
10%
14%
14%
14%
16%
13%
17%
11%
14%
14%
15%
16%
5%
39%
3%
14%
14%
12%
13%
6%
6%
16%
16%
10%
9%
13%
23%
Conjoint Analysis : New product profile
9
•
European
•
Canadien
•
Japanese
Origin
•
Rich Full Body
•
Regular
•
Crisp and Clear
Body
•
Strong
•
Mild
•
Very Mild
Aftertaste
•
Full
•
Regular
•
Low
Calories
•
6.19
•
5.49
•
4.79
Price
•
Six 120z Large
•
Six 120z Small
•
Four 160z
Packaging
•
Green Label
•
Brown Label
•
Brown Painted
Glass
The relationship between each product
attribute and the market share
10
Methodology 1
Conjoint Analysis: Attribute Test 1
11
Attributes
Kirin New
(Baseline) 1 2 3 4 5 6 7 8 9 10 11 12 13 14
Tests Origin Price Body Aftertaste Calories Packaging Glass
Curren t M/SNew M/S Curren t M/SNew M/S Curren t M/SNew M/S Curren t M/SNew M/S Curren t M/SNew M/S Curren t M/SNew M/S Curren t M/SNew M/S Curren t M/SNew M/S Curren t M/SNew M/S Curren t M/SNew M/S Curren t M/SNew M/S Curren t M/SNew M/S Curren t M/SNew M/S Curren t M/SNew M/S Curren t M/SNew M/S
Origin Japanese European Canadian Japanese Japanese Japanese Japanese Japanese Japanese Japanese Japanese Japanese Japanese Japanese Japanese
Price 5.49 5.49 5.49 6.19 4.79 5.49 5.49 5.49 5.49 5.49 5.49 5.49 5.49 5.49 5.49
Body Rich full bodied Rich full bodied Rich full bodied Rich full bodied Rich full bodied Regular Crisp and clear Rich full bodied Rich full bodied Rich full bodied Rich full bodied Rich full bodied Rich full bodied Rich full bodied Rich full bodied
Aftertaste Very mild Very mild Very mild Very mild Very mild Very mild Very mild Strong Mild Very mild Very mild Very mild Very mild Very mild Very mild
Calories Regular Regular Regular Regular Regular Regular Regular Regular Regular Full Low Regular Regular Regular Regular
Packaging Six 12Oz Small Six 12Oz Small Six 12Oz Small Six 12Oz Small Six 12Oz Small Six 12Oz Small Six 12Oz Small Six 12Oz Small Six 12Oz Small Six 12Oz Small Six 12Oz Small Six 12Oz Large Four 16Oz Six 12Oz Small Six 12Oz Small
Glass Brown Label Brown Label Brown Label Brown Label Brown Label Brown Label Brown Label Brown Label Brown Label Brown Label Brown Label Brown Label Brown Label Green Label Brown Painted
Heinekin+ 13% 12% 13% 11% 13% 12% 13% 13% 13% 12% 13% 13% 13% 13% 13% 13% 13% 12% 13% 9% 13% 11% 13% 11% 13% 12% 13% 12% 13% 12% Becks 12% 11% 12% 11% 12% 11% 12% 10% 12% 10% 12% 12% 12% 12% 12% 10% 12% 11% 12% 12% 12% 10% 12% 9% 12% 9% 12% 11% 12% 10% Bass/ Guiness 14% 14% 14% 14% 14% 14% 14% 14% 14% 14% 14% 14% 14% 14% 14% 14% 14% 14% 14% 9% 14% 13% 14% 14% 14% 14% 14% 14% 14% 14% Amstel Light 14% 13% 14% 13% 14% 14% 14% 13% 14% 13% 14% 13% 14% 13% 14% 14% 14% 13% 14% 12% 14% 12% 14% 13% 14% 13% 14% 14% 14% 14% Molson 3% 3% 3% 3% 3% 1% 3% 3% 3% 3% 3% 3% 3% 3% 3% 2% 3% 3% 3% 3% 3% 3% 3% 3% 3% 3% 3% 3% 3% 3% Corona+ 39% 39% 39% 37% 39% 36% 39% 39% 39% 38% 39% 39% 39% 39% 39% 38% 39% 39% 39% 37% 39% 38% 39% 35% 39% 37% 39% 39% 39% 36% Sapporo 5% 3% 5% 4% 5% 4% 5% 4% 5% 3% 5% 2% 5% 4% 5% 3% 5% 3% 5% 4% 5% 4% 5% 2% 5% 2% 5% 3% 5% 2%
Conjoint Analysis: Attribute Test 1 Graph
12
0.00% 3.50% 7.00% 10.50% 14.00% 8.52% 4.26% 9.94% 12.62% 8.36% 13.25% 5.05% 6.31% 1.89% 3.15% 5.21% 3.79% 8.52% 6.62%Baseline: 3.94
Origin
Price
Body
Aftertaste
Calories
Packaging
Glass
European
Canadian
6.19
4.79
Regular
Crisp and Clear
Strong
Mild
Full
Low
Six 120z Large
Four 160z
Green Label
Brown Painted
Optimization of the attribute
13
Methodology 2
Conjoint Analysis: M/S Optimization
14
European
Attributes /
Optimal Product
Profiles
Optimal Product 1 Optimal Product 2 Optimal Product 3 Optimal Product 4 Optimal Product 5
Origin
European
European
European
European
European
Price
4.79
5.49
4.79
5.49
4.79
Body
Rich full bodied
Rich full bodied
Crisp and clear
Crisp and clear
Rich full bodied
Aftertaste
Mild
Mild
Mild
Mild
Mild
Calories
Low
Low
Low
Low
Low
Packaging
Six 12Oz Large
Six 12Oz Large
Six 12Oz Large
Six 12Oz Large
Six 12Oz Large
Glass
Brown Painted
Brown Painted
Brown Painted
Brown Painted
Brown Painted
M/S
17%
17%
17%
17%
17%
Conjoint Analysis: Optimization for new product
15
European
Attributes / New
Product Profiles
Kirin New 1
Kirin New 2
Kirin New 3
Origin
Japanese
Japanese
Japanese
Price
4.79
5.49
6.19
Body
Rich full bodied
Rich full bodied
Rich full bodied
Aftertaste
Mild
Mild
Mild
Calories
Low
Low
Low
Packaging
Six 12Oz Large
Six 12Oz Large
Six 12Oz Large
Glass
Brown Painted
Brown Painted
Brown Painted
16
•
Rich Full Body
•
Mild After taste
•
Low calories
Body, After taste, and Calories
•
Brown Painted
Glass
•
Sell at 6.19 per case
•
Premium and large
packaging
Price & Packaging
•
Initial product profile : 12 %
•
New product profile: 16%
Market Share
S
egmentation
Analysis
17
Target consumers
Who is our target consumers and going to
buy our product ?
Segmentation Analysis
18
Size / Cluster
Cluster 1
Cluster 2
Cluster 3
Number Of
Observations
115
103
99
Proportion
36.3%
32.5%
31.2%
31.20%
32.50%
36.30%
Cluster Size
Segmentation Analysis on the taste
19
Segmentation Variables
0 2.25 4.5 6.75 98.33
3.81
6.64
7.02
5.68
4.03
7.48
0.748
3.47
5.65
5.14
5.05
4.06
5.26
0.426 2.97 3.47 3.2 3.17 3.16 1.98Rich full-bodied
Light beer
No aftertaste
Refreshing
Goes down easily
Gives a "buzz"
Segmentation Analysis on price and image
20
Segmentation Variables
0 2 4 6 83.33
3
7.44
3.85
3.18
4.24
5.84
4.63
2.56
2.32
5.04
3.31
3.01
4.05
4.55
4.13
2.19 2.2 1.42 2.54 2.83 3.24 3.71 3.1Low price
Good value
From country with brewing tradition
Attractive bottle
Prestigious brand
High quality
For young people
Segmentation Analysis on consumption
21
Segmentation Variables
0 1.75 3.5 5.25 75.15
5.3
6.3
6.53
6.02
5.83
5.13
5.14
6.27
6.03
5.22
6.3
3.56 2.82 2.83 2.54 2.1 2.29Drink with friends
Drink at home
To serve dinner guests
For dining out
Drink at bar
Drink at picnics
Segmentation Analysis
22
0 2.5 5 7.5 103.0
3.4
3.2
3.0
3.5
3.2
3.5
1.1
4.6
5.4
4.8
9.9
2.9
3.6
3.4
3.2
3.6
3.4
3.5
1.1
4.5
5.6
4.8
8.6
2.948
3.487
3.278
3.165
3.583
3.33
3.513
1.139
4.322
5.383
4.783
9.73
Cluster 1 Cluster 2 Cluster 3