Title: New Products Management
1New Products Management
- Chapter 7
- Analytical Attribute Approaches
- Trade-Off Analysis and Qualitative Techniques
2Trade-Off (Conjoint) Analysis
- Put the determinant attributes together in
combinations or sets. - Respondents rank these sets in order of
preference. - Conjoint analysis finds the optimal levels of
each attribute.
3What is Conjoint Analysis?
- A way to incorporate the structure of customer
preferences into the new product design process.
It helps evaluate how customers make tradeoffs
between various product attributes (a
decompositional approach). - The basic outputs of conjoint analysis are
- A numerical assessment of the relative importance
each customers attaches to attributes of a
product set. - The value (utility) provided to each customer by
each attribute option.
4Use of Conjoint Analysis
- Designing new products that enhance consumer
utility. - Forecasting sales/market share of alternative
product concepts. - Identifying market segments for which a given
concept has high value. - Identifying the best concept for a target
segment. - Pricing products/product bundles.
- Product line management.
- Positioning new products to different segments.
5Product Design Conjoint Analysis
- The approach derives customers utility values
for attributes and attribute options based on
customers stated overall preferences for
different bundles of attributes. The following
example shows Memory and Price bundles.
PriceMemory 1,000 1,500 2,000 8
Mb 4 2 1 16 Mb 7 5 3 24 Mb 9 8 6 9 Most
preferred 1 Least preferred
6Simplified Part-Worth(Utility) Calculation
Price Part- Memory 1,000 1,500 2,000 Wor
th 8 Mb 4 2 1 7/3 2.3 16 Mb 7 5 3 15/3 5.0 24
Mb 9 8 6 23/3 7.7 20/3 15/3 10/3 Part-Worth 6.7
5.0 3.3 9 Most preferred 1
Least preferred
7How to Use inDesign/Tradeoff Evaluation
- Example 24 Mb vs 16 Mb 7.7 5.0 2.7 units
- 1,000 vs 1,500 6.7 5.0 1.7 units
- So ? 8 Mb is worth more than 500 to this
customer. - 2.7
- ( ? ? (1,500 1,000) ? 795)
- 1.7
- ? Can use to assess value to customer of
non-product (service) attributes.
8Conjoint Analysis Input Salsa Example
Figure 7-2
9Figure 7-3
Conjoint Analysis Graphical Output
Thickness Spiciness Color
2 1 0 -1 -2
UTILITY
Regular Thick Ex-Thick
Mild Medium-Hot Ex-Hot
Red Green
0.161 0.913 -1.074 1.667 0.105 -1.774
-0.161 0.161
10Conjoint AnalysisRelative Importance of
Attributes
Figure 7-3 (contd.)
0 20 40 60 80
100
Spiciness Thickness Color
59.8
34.6
5.6
11Some Qualitative Attribute Analysis Techniques
- Dimensional Analysis
- Checklists
- Relationships Analysis
- There are many others.
12A Dimensional Attribute List
Figure 7-4
- Weight
- Rust resistance
- Length
- Color
- Water resistance
- Materials
- Style
- Durability
- Shock resistance
- Heat tolerance
- Explosiveness
- Flammability
- Aroma
- Translucence
- Buoyancy
- Hangability
- Rechargeability
- Flexibility
- Malleability
- Compressibility
13An Idea Stimulator Checklist
Figure 7-5
- Can the dimensions be changed? (larger, smaller,
longer, shorter, thicker...) - Can the quantity be changed? (more, less,
combine, fractionate...) - Can the order be changed?
- Can the time element be changed?
- Can the cause or effect be changed?
- Can there be a change in character?
- Can the form be changed? (animated, speeded,
slowed, attracted...) - Can the state or condition be changed?
- Can the use be adapted to a new market?
14Relationships Analysis
- Force combinations of dimensions (features,
functions, and benefits) together. - Techniques
- Two-dimensional matrix
- Multidimensional (morphological) matrix
- Household cleaning products example used six
dimensions - Instrument used, ingredients used, objects
cleaned, type of container, substances removed,
texture or form of cleaner
15Other Methods Lateral Search Techniques
- Free association
- Stereotype activity
- Lateral thinking -- avoidance
- Creative stimuli words
- Studying big winners
- Use of the ridiculous
- Forced relationships
16Some Creative Stimuli Words
- Guest stars
- Alphabet
- Truth
- Outer space
- Charity
- His and hers
- Style
- Nation
- Family
- Videotape
- Photography
- Testimonials
- Decorate
- Fantasy
- Hobbies
- Holidays
- Weather
- Calendar
- Push button
- Snob appeal
17Designing Courtyard by Marriott
- Problem for Marriott
- Early 1980s
- Running out of good sites for typical full
service Marriott - Hotels (missing low-end business traveller
segment). - Idea
- New chain for low-end business and/or pleasure
travellers. - Business travellers? (6 trips/mid-week).
- Pleasure travellers? (2 trips/stay in
hotels/motels). - Hotel Chain should
- Offer good value for the money.
- Have minimal cannibalization of Marriotts other
facilities. - Have market position with competitive advantage.
18Overall Study Design
- 50 attributes, 28 levels/attributes.
- Hybrid conjoint task.
- Price elasticity, using ELASTICON model.
- Positioning analysis scaling, clustering to deal
with demographics, attitudes and hotel usage. - 263 mid-week business travellers,83 high-end
business travellers,255 non-business travellers - in Atlanta, Dallas, San Francisco, Chicago.
19Optimal Hotel Design Features
- 1. External factors G building shape
- G landscape design
- G pool type and location
- G hotel size
- 2. Rooms G room size decor
- G type of heating cooling
- G location/type of bathroom
- 3. Food-related services G type/location of
restaurant - G room service
- G vending services/stores
- G in-room kitchen
- 4. Lounge facilities G location
- G atmosphere
- G type of people (clientele)
20Optimal Hotel Design Features contd
5. Services G reservations G
registration/checkout G limo to airport G
bellman G message center G secretarial
service G car rental G maintenance 6.
Leisure facilities G sauna G exercise
room G racquetball courts G tennis
courts G game room G childrens playroom
yard 7. Security factors G security guards G
smoke detectors G 24 hour video
21Overall Study Design and Analysis
What combination of features and
services? Supplementary tasks and background
data
What type of location to select? Attitude
and preference scaling Preference for
location types Recommendation for type
of location
What pricing strategy to follow? ELASTICON Pr
ice/demand response Pricing
recommendation
What is the best competitive position? Hybrid
conjoint analysis and simulation Multifact
evaluation of complete offering Cross- valida
tion
Is the concept viable Self-explicated evaluat
ion Simulation Guidelines for product
design, positioning and advertising
Management Question Model Respondents Tasks
Additional Modeling and Validation Output
Cross- validation
Additional guidelines for segmentation, positionin
g and product design
2250 Factors and 167 Levelsthat Describe Hotel
Features
- External Factors Pool type Corridor view
- Building shape No pool Outside
access/restricted view - L-shaped w/landscape Rectangular
shape Enclosed access/unrestricted view/ - Outdoor courtyard Free form shape balcony or
window - Landscaping Indoor/Outdoor Hotel size
- Minimal Pool location Small (125 rooms, 2
stories) - Moderate In courtyard Large (600 rooms, 12
stories) - Elaborate Not in courtyard
- Rooms Size Sink location Bathroom features
- Entertainment Small (standard) In bath
only None - Color TV Slightly larger (1 foot) In separate
area Shower Massage - Color TV w/movies at 5 Much larger (2.5
feet) In bath and separate Whirlpool (Jacuzzi) - Color TV w/30 channel Small suite (2
rooms) Size of bath Steam bath - cable Large suite (2 rooms) Standard
bath Amenities - Color TV w/HBO, Quality of Decor Slightly
larger/sink Small bar soap - movies, etc. Budget motel decor separate Lar
ge soap/shampoo/ - Color TV w/free movies Old Holiday Inn
decor Much larger bath w/ shoeshine - Entertainment/Rental in room New Holiday Inn
decor larger tub Large soap/bath gel/ - None New Hilton decor Very large/tub for
2 shower cap/sewing kit
2350 Factors and 167 Levelsthat Describe Hotel
Features
- Food Restaurant nearby Store Vending
- Restaurant in hotel None No food in store None
- None (coffee shop next Coffee shop Snack
items Soft drink machine only - door) Fast food Snacks, refrigerated Soft
drink and snack - Restaurant/lounge combo, Fast food or coffee
shop items, wine, beer, machines - limited menu and moderate restaurant liquor
Soft drink, snack, and - Coffee shop, full menu Fast food or coffee
shop Above items and sandwich machines - Full-service restaurant, and good
restaurant gourmet food items Above and
microwave - full menu Room Service In-room kitchen
facilities available - Coffee shop, full menu None None
- and good restaurant Phone-in order/guest
to Coffee maker only - Free continental pick up Coffee maker and
- None Room service, limited menu refrigerator
- Continental included in Room service, full
menu Cooking facilities in room - in room rate
- Lounge Type of people Lounge nearby
- Atmosphere Hotel guests and friends None
- Quiet bar/lounge only Lounge/bar nearby
- Lively, popular bar/ Open to public Lounge/bar
w/
2450 Factors and 167 Levelsthat Describe Hotel
Features
- Leisure Racquet ball courts Childrens playroom/
- Sauna None playground
- None Yes None
- Yes Tennis courts Playground only
- Whirlpool/Jacuzzi None Playroom only
- None Yes Playground and playroom
- Outdoor Game room/Entertainment Pool extras
- Indoor None None
- Exercise room Electric games/pinball Pool
w/slide - None Electric games/pinball/ Pool w/slides
and - Basic facility w/weights Ping-Pong equipment
- Facility w/Nautilus Above movie
theater, Pool w/slides, waterfall, - equipment bowling equipment
- Security Smoke detector Sprinkler system
- Security guard None None
- None In rooms and throughout Lobby and
hallways only - 11 a.m. to 7 p.m. hotel Lobby/hallways/rooms
- 7 p.m. to 7 a.m. Alarm button 24-hours video
cameras - 24 hours None None
2550 Factors and 167 Levelsthat Describe Hotel
Features
- Services Limo to airport Cleanliness/upkeep Specia
l Services - Reservations None Management skill None
- Call hotel directly Yes Budget motel
level Information on - 800 reservation number Bellman Holiday Inn
level restaurants, theaters, etc. - Check-in None Non-convention Hyatt Arrangements
and - Standard Yes level reservations
- Pre-credit clearance Message service Convention
Hyatt level Travel problem - Machine in lobby Note at front desk Fine hotel
level resolution - Check out Light on phone Laundry/Valet Car
maintenance - At front desk Light on phone and None None
- Bill under door/leave key message under
door Client drop off and Take car to service - Key to front desk/bill by Recorded
message pick up Gas on premises/bill to - mail Secretarial services Valet pick up and
drop room - Machine in lobby None off Car rental/Airline
reservations - Xerox machine Self service None
- Xerox machine and typist Car rental
facility - Airline reservations
- Car rental and airline
- reservations
26Room Price per Night is 44.85
This full profile description of a hotel offering
is one of the 50 cards developed by a fractional
factorial design of the seven facets each at the
five levels (developed by the Marriotts
development team). Each rpondent received five
cards following a block design.
- Building Size, Bar/Lounge
- Large (600 rooms) 12-storey hotel with
- quiet bar/lounge,
- enclosed central corridors elevators, and
- all rooms have very large windows
- Landscaping/Court
- Building forms a spacious outdoor courtyard
- many trees shrubs,
- the swimming pool plus a fountain, and
- terraced areas for sunning, sitting eating.
- Food
- Small, moderately priced lounge and restaurant
for hotel guests/friends - limited breakfast with juices, fruit, Danish,
cereal, bacon eggs, - lunch soup sandwiches only, and
- evening meal salad, soup, sandwiches, six hot
entrees including steak. - Hotel/Motel Room Quality
- Quality of room furnishings, carpet, etc., is
similar to - Hyatt Regencies, and
- Westin Plaza Hotels.
- Room Size Function
- Room 1 foot longer than typical hotemotel room
- space for comfortable sofa-bed 2 chairs,
- large desk coffee table, and
- coffee maker small refrigerator.
- Service Standards
- Full service including
- rapid check-in/check-out systems,
- reliable message service,
- valet (laundry pick-up/delivery),
- bellman,
- someone (concierge) arranges reservations,
tickets, generally at no cost, and - cleanliness, up-keep, management similar to
Hyatts Marriotts . - Leisure
- Combination indoor-outdoor pool,
- enclosed whirlpool (Jacuzzi), and
- well-equipped playroom/playground for kids.
- Security
- Night guard on duty 7 pm to 7 am,
Would stay there Would stay there Would stay
there Would rarely Would not o almost all
the time o on a regular basis o now and then o
stay there o stay there
27Result
Courtyard by Marriott not small Marriott
28Marriott13