`
CITOOLKIT
Kano Analysis
Mapping Customer Expectations through Kano Analysis
citoolkit.com
Introduction
Customer needs and expectations keep changing over time.
This requires companies to revise and assess these needs from time to
time to adapt to the changing environment.
Kano Analysis 2
citoolkit.com
Definition
Kano analysis is a method that is used to identify and categorize customer
needs based on customer preferences, comments, and reviews.
Kano Analysis 3
Such changing needs can
then be considered when
analyzing potential
opportunities for
improvement
citoolkit.com
Voice of the Customer
Often used to capture the voice of the customer in order to categorize and
prioritize all forms of customer feedback.
Kano Analysis 4
The data can be collected simply using a standardized questionnaire.
citoolkit.com
Voice of the Customer
Kano analysis allows to understand how a product or service feature affects
customer satisfaction.
Kano Analysis 5
This provides an insight into the dynamics of customer preferences and allows to be
able to respond more objectively.
This feature can be an
existing or potential
future feature.
citoolkit.com
Benefits
Benefits of mapping the features into the Kano categories . . .
Kano Analysis 6
Helps categorizing and prioritizing the
different features of a product or
service.
Shows how customer needs are
constantly changing as time
goes on.
Helps identifying customer
requirements for a product or service.
Helps in keeping all feature
information in one location.
citoolkit.com
Types of Features
What types of features influence customer satisfaction?
Kano Analysis 7
The Performance Features – Satisfiers
The Basic Features – Must-be
The Indifferent Features
The Excitement Features – Delighters
The Reverse Features
citoolkit.com
Types of Features
The Kano model assigns three types of features to products and services . . .
Kano Analysis 8
MUST-BE DELIGHTERS
SATISFIERS
This is basically done based on what customers say is important and how they value
these features.
citoolkit.com
Kano Diagram
The results of collecting the voice of the customer information and
categorizing customer feedback can be presented in a Kano diagram.
Kano Analysis 9
citoolkit.com
Kano Diagram
The Kano diagram has two axes . . .
• The vertical axis which represents
customer satisfaction.
• The horizontal axis which represent
feature presence (or the degree of
feature implementation).
Kano Analysis 10
DELIGHTERS
MUST BE
SATISFIERS
|
CUSTOMER
SATISFACTION
+
– FEATURE PRESENCE +
citoolkit.com
Kano Diagram
Kano Analysis 11
DELIGHTERS
MUST BE
Unspoken
SATISFIERS
Revealed
Unspoken
CUSTOMER
SATISFACTION
Satisfaction
Dissatisfaction
Neutral
FEATURE PRESENCE
Not implemented Fully implemented
Degree of feature implementation
citoolkit.com
The Must-Be Features
Kano Analysis 12
Customers expect they will be present
If they are not present or are insufficient, customers will be dissatisfied
If they are present or are sufficient, this will not provide any satisfaction
to the customers
These features are rarely mentioned when discussing with customer
their needs, and the customer will notice if they are missing
Also called the dissatisfiers, the must haves, the expected, the mandatory and the basic
requirements.
citoolkit.com
The Must-Be Features
Kano Analysis 13
Absent Fulfilled
Partial
FEATURE PRESENCE
citoolkit.com
The Must-Be Features
Examples include . . .
Kano Analysis 14
A defect-free product
The radio and the windshield of a car
Timely and responsive customer service
Reliable car engine and brakes
The operating system in a PC
citoolkit.com
The Satisfiers
Kano Analysis 15
These features result in satisfaction when fulfilled and dissatisfaction
when not fulfilled
The better the performance is and the more efficient the service is, the
more customers are satisfied
Customers will not appreciate the existence of these features
Companies often use these features to prioritize their improvement
initiatives
Also called the performance attributes, desired features, and the more is better requirements.
citoolkit.com
The Satisfiers
Kano Analysis 16
Absent
FEATURE PRESENCE
Partial Fulfilled
citoolkit.com
The Satisfiers
Examples include . . .
Kano Analysis 17
The reduced amount of spoilage in a production line
The warranty period of a specified product
The speed of answering a phone in a call center
The efficiency of the car engine and
fuel consumption
citoolkit.com
The Delight Features
Kano Analysis 18
Organizations should aim for giving customers more than what they
expect
The fulfillment of the delight features will lead to high customer
satisfaction
These are the features that distinguish your product or service
Often unexpected, unspoken, and provided to customers for no
additional money
Also called the delighters, exciters, attractive, and extra-ordinary features.
citoolkit.com
The Delight Features
Kano Analysis 19
FEATURE PRESENCE
Absent Fulfilled
Partial
citoolkit.com
The Delight Features
Examples include . . .
Kano Analysis 20
A basket full of fruit with no extra charge after having
booked a room in a hotel
Having your car washed after being serviced
Getting a free mouse when purchasing a laptop or
desktop
citoolkit.com
Other Categories
Two other groups of features can also be considered in the analysis.
Kano Analysis 21
Indifferent
The Performance Features – Satisfiers
The Basic Features – Must-be
The Indifferent Features
The Excitement Features – Delighters
The Reverse Features
citoolkit.com
Other Categories
The Indifferent Features
Kano Analysis 22
The features that their presence or absence do not affect the
satisfaction level
These are the features that are never or rarely used by the customer
Examples are some utility applications in your smartphone or
computer
Indifferent
citoolkit.com
Other Categories
The Reverse Features
Kano Analysis 23
These are the features that bring dissatisfaction if they are present
When these features are absent, the customer will accept the product
or service
This could be clear for a specific customer segment
Asking too many questions in an interview or adding too many extra
features may results in dissatisfaction to many customers
citoolkit.com
Other Categories
Kano Analysis 24
Absent Fulfilled
Partial
FEATURE PRESENCE
The Reverse Features
Absent Fulfilled
Partial
FEATURE PRESENCE
The Indifferent Features
citoolkit.com
Different Ways of Using the Kano Model
Kano Analysis 25
You can use the Kano
model to map and
categorize the
feedback of the
customer
You can use the Kano
model to map and
categorize the
features of your
products and services
You can let customers
to do the mapping
in order to better
understand the
VOC
citoolkit.com
Engage the Customer
Kano Analysis 26
Get customers to do the mapping where
possible
If you can't ask customers directly, brainstorm with
the people who deal with customers (salespeople
and customer service representatives)
citoolkit.com
Steps for Conducting Kano Analysis
Kano Analysis 27
With your team, define the purpose of the Kano analysis exercise
citoolkit.com
Steps for Conducting Kano Analysis
Kano Analysis 28
Brainstorm all possible product or service features
• Brainstorm everything that can be done to delight customers.
citoolkit.com
Steps for Conducting Kano Analysis
Kano Analysis 29
Classify the collected features into the Kano groups
• Get customers to do the classification where possible.
Must-be Satisfiers Delighters
Product
or
Service
citoolkit.com
Steps for Conducting Kano Analysis
Kano Analysis 30
Think of ways to improve customer satisfaction and retention
• Ensure your have the basic features, ensure you provide the best performance
possible, and ensure you provide delighters to your customers.
citoolkit.com
Steps for Conducting Kano Analysis
Kano Analysis 31
Agree on the actions you need to take to improve the current situation
citoolkit.com
Example
The Application of the Kano Model for the Economy Class in an Airline Company.
Kano Analysis 32
Must-be Satisfiers Delighters
Passenger Needs
in Flight
1. Comfortable seats
2. Air-conditioned
cabin
3. Modern and clean
toilets
4. Accurate and clear
announcements
5. Clear safety
instructions
6. Pleasant music
1. Healthy food and
drinks
2. Friendly and
proactive cabin
crew
3. Diversity of
newspapers and
magazines
4. Entertainment of
personal choice
5. Large overhead
baggage bins
1. Various food
options on the
menu
2. Provision of gifts
and
complimentary
items
3. Ability to speak
foreign languages
4. Internet service on
board
5. Special individual
care
The team has brainstormed all possible service features and classified them into the
main Kano groups
citoolkit.com
Example
The Application of the Kano Model for the Economy Class in an Airline Company.
Kano Analysis 33
The team has added the customer satisfaction information based on previously
conducted surveys
Must-be Satisfiers Delighters
Passenger
Needs
in Flight
Comfortable seats 55% Healthy food and
drinks
70% Various food options
on the menu
50%
Air-conditioned cabin 30% Friendly and
proactive cabin crew
40% Provision of gifts and
complimentary items
10%
Modern and clean
toilets
90% Diversity of
newspapers & mags
25% Ability to speak
foreign languages
90%
Accurate and clear
announcements
80% Entertainment of
personal choice
85% Internet service on
board
40%
Clear safety
instructions
70% Large overhead
baggage bins
30% Special individual
care
75%
Pleasant music 90%
citoolkit.com
Example
The Application of the Kano Model for the Economy Class in an Airline Company.
Kano Analysis 34
Customer satisfaction data was collected from the customer service representatives
Must-be Satisfiers Delighters
Passenger
Needs
in Flight
Comfortable seats Healthy food and
drinks
Various food options
on the menu
Air-conditioned cabin Friendly and
proactive cabin crew
Provision of gifts and
complimentary items
Modern and clean
toilets
Diversity of
newspapers & mags
Ability to speak
foreign languages
Accurate and clear
announcements
Entertainment of
personal choice
Internet service on
board
Clear safety
instructions
Large overhead
baggage bins
Special individual
care
Pleasant music
citoolkit.com
Example
The Application of the Kano Model for the Economy Class in an Airline Company.
Kano Analysis 35
Various food options on the menu
1
Provision of complementary items
2
Ability to speak foreign languages
3
Internet service on board
4
DELIGHTERS
Air-conditioned cabin
2
Modern and clean toilets
3
Accurate and clear announcements
4
Comfortable seats
1
MUST-BE
Healthy food and drinks
1
Friendly and proactive cabin crew
2
Diversity of newspapers and mags
3
Entertainment of personal choice
4
SATISFIERS
CUSTOMER
SATISFACTION
FEATURE PRESENCE
1
2
4 3
2
3
4
1
2
4
1
3
Customer satisfaction levels represented on a Kano Model
citoolkit.com
Further Information
Each product or service feature should be kept and saved with the specific
date, decisions, and notes.
Kano Analysis 36
Must-be Satisfiers Delighters
Product A 1. . . . . . . . .
2. . . . . . . . .
3. . . . . . . . .
4. . . . . . . . .
1. . . . . . . . .
2. . . . . . . . .
3. . . . . . . . .
4. . . . . . . . .
1. . . . . . . . .
2. . . . . . . . .
3. . . . . . . . .
4. . . . . . . . .
Product B
Service A
The process output you are trying to improve
citoolkit.com
Further Information
The outcome of a Kano exercise can be used as an input into the Quality
Function Deployment matrix to clarify relationship between customer
needs and technical requirements.
Kano Analysis 37
citoolkit.com
Further Information
You may need to use direct observation of customers to identify what’s
important to them.
Kano Analysis 38
citoolkit.com
Further Information
• Not all customers are alike on certain features or benefits.
• One customer segment may strongly prefer a feature while another may
be strongly opposed to the same feature.
Kano Analysis 39
citoolkit.com
Further Information
Kano Analysis 40
The features that are
considered delighters today
are the must-be of
tomorrow
4
Internet
service
on board
The challenge with identifying delighters is that even customer will not be able to express what
features would delight them as they have not experienced them yet.
© Copyright Citoolkit.com. All Rights Reserved.
CITOOLKIT
Made with by
The Continuous Improvement Toolkit
www.citoolkit.com

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Mapping Customer Expectations Through Kano Analysis

  • 1. ` CITOOLKIT Kano Analysis Mapping Customer Expectations through Kano Analysis
  • 2. citoolkit.com Introduction Customer needs and expectations keep changing over time. This requires companies to revise and assess these needs from time to time to adapt to the changing environment. Kano Analysis 2
  • 3. citoolkit.com Definition Kano analysis is a method that is used to identify and categorize customer needs based on customer preferences, comments, and reviews. Kano Analysis 3 Such changing needs can then be considered when analyzing potential opportunities for improvement
  • 4. citoolkit.com Voice of the Customer Often used to capture the voice of the customer in order to categorize and prioritize all forms of customer feedback. Kano Analysis 4 The data can be collected simply using a standardized questionnaire.
  • 5. citoolkit.com Voice of the Customer Kano analysis allows to understand how a product or service feature affects customer satisfaction. Kano Analysis 5 This provides an insight into the dynamics of customer preferences and allows to be able to respond more objectively. This feature can be an existing or potential future feature.
  • 6. citoolkit.com Benefits Benefits of mapping the features into the Kano categories . . . Kano Analysis 6 Helps categorizing and prioritizing the different features of a product or service. Shows how customer needs are constantly changing as time goes on. Helps identifying customer requirements for a product or service. Helps in keeping all feature information in one location.
  • 7. citoolkit.com Types of Features What types of features influence customer satisfaction? Kano Analysis 7 The Performance Features – Satisfiers The Basic Features – Must-be The Indifferent Features The Excitement Features – Delighters The Reverse Features
  • 8. citoolkit.com Types of Features The Kano model assigns three types of features to products and services . . . Kano Analysis 8 MUST-BE DELIGHTERS SATISFIERS This is basically done based on what customers say is important and how they value these features.
  • 9. citoolkit.com Kano Diagram The results of collecting the voice of the customer information and categorizing customer feedback can be presented in a Kano diagram. Kano Analysis 9
  • 10. citoolkit.com Kano Diagram The Kano diagram has two axes . . . • The vertical axis which represents customer satisfaction. • The horizontal axis which represent feature presence (or the degree of feature implementation). Kano Analysis 10 DELIGHTERS MUST BE SATISFIERS | CUSTOMER SATISFACTION + – FEATURE PRESENCE +
  • 11. citoolkit.com Kano Diagram Kano Analysis 11 DELIGHTERS MUST BE Unspoken SATISFIERS Revealed Unspoken CUSTOMER SATISFACTION Satisfaction Dissatisfaction Neutral FEATURE PRESENCE Not implemented Fully implemented Degree of feature implementation
  • 12. citoolkit.com The Must-Be Features Kano Analysis 12 Customers expect they will be present If they are not present or are insufficient, customers will be dissatisfied If they are present or are sufficient, this will not provide any satisfaction to the customers These features are rarely mentioned when discussing with customer their needs, and the customer will notice if they are missing Also called the dissatisfiers, the must haves, the expected, the mandatory and the basic requirements.
  • 13. citoolkit.com The Must-Be Features Kano Analysis 13 Absent Fulfilled Partial FEATURE PRESENCE
  • 14. citoolkit.com The Must-Be Features Examples include . . . Kano Analysis 14 A defect-free product The radio and the windshield of a car Timely and responsive customer service Reliable car engine and brakes The operating system in a PC
  • 15. citoolkit.com The Satisfiers Kano Analysis 15 These features result in satisfaction when fulfilled and dissatisfaction when not fulfilled The better the performance is and the more efficient the service is, the more customers are satisfied Customers will not appreciate the existence of these features Companies often use these features to prioritize their improvement initiatives Also called the performance attributes, desired features, and the more is better requirements.
  • 16. citoolkit.com The Satisfiers Kano Analysis 16 Absent FEATURE PRESENCE Partial Fulfilled
  • 17. citoolkit.com The Satisfiers Examples include . . . Kano Analysis 17 The reduced amount of spoilage in a production line The warranty period of a specified product The speed of answering a phone in a call center The efficiency of the car engine and fuel consumption
  • 18. citoolkit.com The Delight Features Kano Analysis 18 Organizations should aim for giving customers more than what they expect The fulfillment of the delight features will lead to high customer satisfaction These are the features that distinguish your product or service Often unexpected, unspoken, and provided to customers for no additional money Also called the delighters, exciters, attractive, and extra-ordinary features.
  • 19. citoolkit.com The Delight Features Kano Analysis 19 FEATURE PRESENCE Absent Fulfilled Partial
  • 20. citoolkit.com The Delight Features Examples include . . . Kano Analysis 20 A basket full of fruit with no extra charge after having booked a room in a hotel Having your car washed after being serviced Getting a free mouse when purchasing a laptop or desktop
  • 21. citoolkit.com Other Categories Two other groups of features can also be considered in the analysis. Kano Analysis 21 Indifferent The Performance Features – Satisfiers The Basic Features – Must-be The Indifferent Features The Excitement Features – Delighters The Reverse Features
  • 22. citoolkit.com Other Categories The Indifferent Features Kano Analysis 22 The features that their presence or absence do not affect the satisfaction level These are the features that are never or rarely used by the customer Examples are some utility applications in your smartphone or computer Indifferent
  • 23. citoolkit.com Other Categories The Reverse Features Kano Analysis 23 These are the features that bring dissatisfaction if they are present When these features are absent, the customer will accept the product or service This could be clear for a specific customer segment Asking too many questions in an interview or adding too many extra features may results in dissatisfaction to many customers
  • 24. citoolkit.com Other Categories Kano Analysis 24 Absent Fulfilled Partial FEATURE PRESENCE The Reverse Features Absent Fulfilled Partial FEATURE PRESENCE The Indifferent Features
  • 25. citoolkit.com Different Ways of Using the Kano Model Kano Analysis 25 You can use the Kano model to map and categorize the feedback of the customer You can use the Kano model to map and categorize the features of your products and services You can let customers to do the mapping in order to better understand the VOC
  • 26. citoolkit.com Engage the Customer Kano Analysis 26 Get customers to do the mapping where possible If you can't ask customers directly, brainstorm with the people who deal with customers (salespeople and customer service representatives)
  • 27. citoolkit.com Steps for Conducting Kano Analysis Kano Analysis 27 With your team, define the purpose of the Kano analysis exercise
  • 28. citoolkit.com Steps for Conducting Kano Analysis Kano Analysis 28 Brainstorm all possible product or service features • Brainstorm everything that can be done to delight customers.
  • 29. citoolkit.com Steps for Conducting Kano Analysis Kano Analysis 29 Classify the collected features into the Kano groups • Get customers to do the classification where possible. Must-be Satisfiers Delighters Product or Service
  • 30. citoolkit.com Steps for Conducting Kano Analysis Kano Analysis 30 Think of ways to improve customer satisfaction and retention • Ensure your have the basic features, ensure you provide the best performance possible, and ensure you provide delighters to your customers.
  • 31. citoolkit.com Steps for Conducting Kano Analysis Kano Analysis 31 Agree on the actions you need to take to improve the current situation
  • 32. citoolkit.com Example The Application of the Kano Model for the Economy Class in an Airline Company. Kano Analysis 32 Must-be Satisfiers Delighters Passenger Needs in Flight 1. Comfortable seats 2. Air-conditioned cabin 3. Modern and clean toilets 4. Accurate and clear announcements 5. Clear safety instructions 6. Pleasant music 1. Healthy food and drinks 2. Friendly and proactive cabin crew 3. Diversity of newspapers and magazines 4. Entertainment of personal choice 5. Large overhead baggage bins 1. Various food options on the menu 2. Provision of gifts and complimentary items 3. Ability to speak foreign languages 4. Internet service on board 5. Special individual care The team has brainstormed all possible service features and classified them into the main Kano groups
  • 33. citoolkit.com Example The Application of the Kano Model for the Economy Class in an Airline Company. Kano Analysis 33 The team has added the customer satisfaction information based on previously conducted surveys Must-be Satisfiers Delighters Passenger Needs in Flight Comfortable seats 55% Healthy food and drinks 70% Various food options on the menu 50% Air-conditioned cabin 30% Friendly and proactive cabin crew 40% Provision of gifts and complimentary items 10% Modern and clean toilets 90% Diversity of newspapers & mags 25% Ability to speak foreign languages 90% Accurate and clear announcements 80% Entertainment of personal choice 85% Internet service on board 40% Clear safety instructions 70% Large overhead baggage bins 30% Special individual care 75% Pleasant music 90%
  • 34. citoolkit.com Example The Application of the Kano Model for the Economy Class in an Airline Company. Kano Analysis 34 Customer satisfaction data was collected from the customer service representatives Must-be Satisfiers Delighters Passenger Needs in Flight Comfortable seats Healthy food and drinks Various food options on the menu Air-conditioned cabin Friendly and proactive cabin crew Provision of gifts and complimentary items Modern and clean toilets Diversity of newspapers & mags Ability to speak foreign languages Accurate and clear announcements Entertainment of personal choice Internet service on board Clear safety instructions Large overhead baggage bins Special individual care Pleasant music
  • 35. citoolkit.com Example The Application of the Kano Model for the Economy Class in an Airline Company. Kano Analysis 35 Various food options on the menu 1 Provision of complementary items 2 Ability to speak foreign languages 3 Internet service on board 4 DELIGHTERS Air-conditioned cabin 2 Modern and clean toilets 3 Accurate and clear announcements 4 Comfortable seats 1 MUST-BE Healthy food and drinks 1 Friendly and proactive cabin crew 2 Diversity of newspapers and mags 3 Entertainment of personal choice 4 SATISFIERS CUSTOMER SATISFACTION FEATURE PRESENCE 1 2 4 3 2 3 4 1 2 4 1 3 Customer satisfaction levels represented on a Kano Model
  • 36. citoolkit.com Further Information Each product or service feature should be kept and saved with the specific date, decisions, and notes. Kano Analysis 36 Must-be Satisfiers Delighters Product A 1. . . . . . . . . 2. . . . . . . . . 3. . . . . . . . . 4. . . . . . . . . 1. . . . . . . . . 2. . . . . . . . . 3. . . . . . . . . 4. . . . . . . . . 1. . . . . . . . . 2. . . . . . . . . 3. . . . . . . . . 4. . . . . . . . . Product B Service A The process output you are trying to improve
  • 37. citoolkit.com Further Information The outcome of a Kano exercise can be used as an input into the Quality Function Deployment matrix to clarify relationship between customer needs and technical requirements. Kano Analysis 37
  • 38. citoolkit.com Further Information You may need to use direct observation of customers to identify what’s important to them. Kano Analysis 38
  • 39. citoolkit.com Further Information • Not all customers are alike on certain features or benefits. • One customer segment may strongly prefer a feature while another may be strongly opposed to the same feature. Kano Analysis 39
  • 40. citoolkit.com Further Information Kano Analysis 40 The features that are considered delighters today are the must-be of tomorrow 4 Internet service on board The challenge with identifying delighters is that even customer will not be able to express what features would delight them as they have not experienced them yet.
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