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Concept Testing Concept Testing Approaches Branding Decisions in Concept Testing Conjoint Analysis
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Concept Selection How can the team choose the best concept (even though the designs are still being developed)? How can a decision be made that is embraced by the entire team? How can the “good” attributes of “weak” concepts be identified and used? How can the decision process be systematic?
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Selecting Concepts All teams use some method first concept considered; external decision; product champion; intuition; voting; pros & cons; prototype & test; decision matrices Potential benefits of a structured method include: objectivity in decisions a customer-focused product a competitive design reduced time to product introduction effective group decision making and coordination documentation of process
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Concept Screening & Scoring Prepare the selection criteria and create the selection matrix Rate the concepts Rank the concepts Combine and improve the concepts Select one or more concepts
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Step 1 Prepare Selection Matrix: What are possible criteria for evaluating your “automotive dining” concepts? Ability to meet each interpreted need Manufacturing costs Market need, growth, size Compatibility with firm’s other products/culture Compatibility with firm’s current technology Market competitiveness (cost to maintain position)
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Step 2 Rate the Concepts Using a reference point Relative performance much worse than reference = 1 worse than reference = 2 same as reference = 3 better than reference = 4 much better than reference = 5
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Step 3 Rank the Concepts Use criteria weights (if multiple segments) Total score for each concept
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Next Steps 4. Combine and Improve the Concepts 5. Select One (or More) Concepts 6. Move on to Concept Testing
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Evaluating with Customers Concept Testing is used to help screen and refine new product ideas Conjoint Analysis used to determine the combination of attributes that maximizes appeal and to insure that customer needs are focused on throughout the project
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Concept Testing A concept is composed of attributes and benefits for a particular usage situation Attributes incorporate a specific product form and technology DetermineCustomer Interest Interest see Page and Rosenbaum (1992), “Developing an Effective Concept Testing Program for Durables,” J Product Innovation Mgmt
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The Concept Statement The Customer Value Proposition: FOR {the ideal customer} WHO {have the following problem} MY PRODUCT IS A {product category} THAT {key differentiating benefit} UNLIKE {the major competitor} UsageSituation Customer Product
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The Concept Statement Format Narrative
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The Concept Statement Narrative
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The Concept Statement Format Narrative Drawing / Diagram
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The Concept Statement Drawing/Diagram
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The Concept Statement Format Narrative Drawing / Diagram Model / Prototype Virtual Reality
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Information Acceleration http://www.wharton.upenn.edu/learning/futureview/
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Developing Concepts to Test Time to prepare test materials test materials Number of items tested tested 1More MostPreferred LeastPreferred Paper & Pencil Computer Prototype Working Model e.g., www.acupoll.comwww.acupoll.com
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What is generally tested? BUYER Does it solve a “problem”? a “problem”? yes Is it “believable”? yes Is it “unique”? yes Would it be bought at one of several tested price points? yes Can measure potential customer reactions using: (1) 5-pt “definitely not” - “definitely” scales (2) sorting tasks
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Considerations in the Concept Test Core Idea vs. Positioning/Commercial Concept Statement New Brand vs. Old Brand vs. No Brand Purchase Measure Decisions: Buyer Intent Frequency Price Product Diagnostics Attribute Diagnostics
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Ask the right people... time Sales The Chasm Early Market Mainstream Market TechnologyEnthusiastsVisionaries PragmatistsConservatives See (1) Rogers (1995) Diffusion of Innovations (2) Moore (1991) Crossing the Chasm (3) www.chasmgroup.comwww.chasmgroup.com Lead Users and Innovators vs. Mainstream Market
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Ask the right questions... How important is the product “experience”? Does the customer have to “touch & feel” the product to understand the benefits offered? “Simulate” the Experience
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How can concepts be tested? Focus Groups One-on-One Personal Interviews Mall Intercept Phone Interviews Postal Surveys Internet Surveys Hybrids (e.g., phone-mail-phone) Compare in terms of: sample control, concept flexibility, cost Compare in terms of: sample control, concept flexibility, cost see: (1) Pope (1993), Practical Marketing Research (2) McQuarrie (1996) The Market Research Toolbox
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Typical Analysis Category or Industry Purchase Intent Concept Norm Definitely Would Buy 27% 20% Probably Would Buy 43 40 Top Two Box 70% 60% Might or Might Not Buy 22% Probably Would Not Buy 5 Definitely Would Not Buy 3
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Summary of Concept Testing Advantages relatively easy to get customer input can be used as an early screen for new product ideas Limitations not that helpful for the design and development of specific product forms not as reliable for discontinuous innovations
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Branding Decisions in Concept Tests
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What is a Brand? Name, term, sign, symbol, or design, or a combination of them intended to identify the goods and services of one seller or groups of sellers and to differentiate them from those of competition.” - AMA
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Why Brand? Identify product Reduce risk Reduce consumer search cost Signal quality Legal protection Create product associations Differentiate product
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Brand Equity Sources of Brand Knowledge Brand Awareness Brand Image Strength of Brand Associations Favorability of Brand Associations Uniqueness of Brand Associations
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Types of Brand Associations Attributes Product related Non-product related Benefits Functional Experiential Symbolic Attitudes
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Why Extend a Brand? Immediate brand awareness Transfer existing associations Faster trial Reinforce core brand
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Why Not Extend a Brand? “Boomerang” potential Dilution (e.g., Samsung) Bad “fit
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Conjoint Analysis Primary benefit in addition to (or in lieu of) concept tests: forces a trade-off
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Conjoint Analysis Can be used to quantify the relative importance of attributes Can be used to help determine the combination of attributes that maximizes appeal Relatively easy for incremental innovation Requires experts or information acceleration for discontinuous innovations see (1) Page and Rosenbaum (1987), “Redesigning Product Lines With Conjoint Analysis,” J Product Innovation Mgmt (2) www.sawtooth.com {Sawtooth Software}www.sawtooth.com
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Major Assumptions An offering is a bundle of attributes and benefits. An offering can be decomposed into a bundle of “features” for which “utility values” can be calculated. The utility value of an offering is some simple function of the utilities of the offering’s “feature” levels. Customers prefer the offering with the highest utility value.
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Conjoint: Steps 1 and 2 Identify Relevant Attributes Survey/Focus Group/Intuition Salsa Example (Thickness, Color, Spiciness) Identify Relevant Levels of Each Attribute Thickness: Regular, Thick, Extra-Thick Color: Red, Green Spiciness: Mild, Medium-Hot, Extra Hot
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Create Profiles for each Combination 3 thickness (reg., thick, extra-thick) 2 color (red, green) 3 spiciness (mild, med/hot, extra hot) Leads to 3X2X3 = 18 Profiles
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Conjoint: Step 3 Choose a Sample Considerations: Consumer Involvement Typicality Diversity (if multiple segments) Expertise (if complex or discontinuous)
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Conjoint: Step 4 Obtain Customer Judgements Rank Order Sort into categories Rank the profiles within each category Pair-wise Comparisons Use a computer package to quickly hone in on important attributes
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Conjoint: Step 4 - Example
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Conjoint: Step 5 Compute Individual Value Systems Use MONANOVA for rank order data Output in the form of standardized utilities
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Output Example
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Conjoint: Step 6 Find the average utilities (part-worths) for each attribute Intuition: Find the attribute with the biggest range in utilities across the different levels Use graphs/calculations for importance measures Be careful with averages Segments may exist Cluster Analysis can tell you
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Output Example
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Let’s consider golf balls... distance and durability distance and durability durability and price durability and price distance and control distance and control
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Conjoint Analysis Average Average Price Driving Ball Life Distance 250 yards 54 holes $3.00 220 yards 36 holes $4.00 200 yards 18 holes $5.00
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Your “Optimal” Product Design $5/sleeve Driving Distance of 200 yards Average Ball Life of 54 holes See also Titleist’s Ball-Fitting andTitleist’s Ball-Fitting Wilson’s Custom Fit
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How can conjoint analysis be conducted? One-on-One Personal Interviews written or verbal concept descriptions multimedia presentation of concepts RTI’s TradeOff VR; Sawtooth’s Sensus TradeOff; MIT’s Information Acceleration RTI’s TradeOff VRSawtooth’s Sensus TradeOff networked computer facilities Moskowitz Jacobs Mail written concept descriptions disk by mail Internet the future??
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Summary of Conjoint Analysis Advantages the relative importance of product features can be quantified using customer input only need to test a relatively small number of actual product designs Limitations output is usually not directly linked to actual purchase
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