Marketing Exam 2

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Marketing research (definition)

The process of defining a marketing problem or opportunity (the 'research question'), systematically collecting and analyzing information, and recommending actions.

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Why is marketing research important? (its use)

Marketers conduct marketing research to reduce the risk of their marketing decisions and thus improve them.

Garbage in, garbage out: a wrong objective, wrong questions, or a badly designed study gives useless results.

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New Coke lesson #1: the wrong research question

  • The real issue was WHY Coke's market share was declining.

    • Coke oversimplified it into 'how do we win taste tests?' because of the Pepsi Challenge.

  • Lesson: don't let your competitor dictate your research problem.


<ul><li><p>The real issue was WHY Coke's market share was declining. </p><ul><li><p>Coke oversimplified it into 'how do we win taste tests?' because of the Pepsi Challenge. </p></li></ul></li><li><p>Lesson: don't let your competitor dictate your research problem.</p></li></ul><p></p>
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New Coke lesson #2: asking questions the wrong way

  1. Tested New Coke as an ADDITION to the product line, not as a REPLACEMENT for the original.

  2. The testing environment didn't match real life: people preferred the sweeter formula in small sips, but over a whole bottle, they preferred original Coke because it is less sweet. Quantity matters.


<ol><li><p>Tested New Coke as an ADDITION to the product line, not as a REPLACEMENT for the original.</p></li><li><p>The testing environment didn't match real life: people preferred the sweeter formula in small sips, but over a whole bottle, they preferred original Coke because it is less sweet. Quantity matters.</p></li></ol><p></p>
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New Coke lesson #3: overlooked information

Feelings and emotional ties to the brand were never considered. Focus groups showed strong opposition from loyal Coke lovers, but researchers dismissed it as a minority opinion. (New Coke is an example of LOW VALIDITY.)

<p>Feelings and emotional ties to the brand were never considered. Focus groups showed strong opposition from loyal Coke lovers, but researchers dismissed it as a minority opinion. (New Coke is an example of LOW VALIDITY.)</p>
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Marketing research process: the 5 steps

  1. Define the problem. 2. Develop the research plan. 3. Collect relevant information. 4. Develop findings. 5. Take marketing actions.


<ol><li><p>Define the problem. 2. Develop the research plan. 3. Collect relevant information. 4. Develop findings. 5. Take marketing actions.</p></li></ol><p></p>
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Research process Step 1: Define the problem

  • The hardest and most important step.

    • Specify the research objectives

      • Identify the core components of needs

      • Set specific, measurable goals

    • Identify the consumer population of interest

    • Develop measures of success.

      • 'If I had an hour, I'd spend 55 minutes finding the proper question.'

      • Coke rushed this step under pressure from the Pepsi Challenge.


<ul><li><p><strong>The hardest and most important step. </strong></p><ul><li><p>Specify the research objectives </p><ul><li><p>Identify the core components of needs</p></li><li><p>Set specific, measurable goals</p></li></ul></li><li><p>Identify the consumer population of interest </p></li><li><p>Develop measures of success.</p><ul><li><p>'If I had an hour, I'd spend 55 minutes finding the proper question.'</p></li><li><p>Coke rushed this step under pressure from the Pepsi Challenge.</p></li></ul></li></ul></li></ul><p></p>
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Research process Step 2: Develop the research plan

  • Specify constraints (time and money; be realistic).

  • Decide what type of data is needed

    • Primary vs. secondary, qualitative vs. quantitative, internal vs. external, experimental (cause and effect).

  • Decide how the data will be collected.


<ul><li><p>Specify constraints (time and money; be realistic). </p></li><li><p>Decide what type of data is needed</p><ul><li><p>Primary vs. secondary, qualitative vs. quantitative, internal vs. external, experimental (cause and effect). </p></li></ul></li><li><p>Decide how the data will be collected.</p></li></ul><p></p>
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Research process Step 3: Collect relevant information

Gather secondary data (already exists) and/or primary data (newly collected). Firms often use both: secondary data shows quickly what's already out there, and primary data fills in what's missing.

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Secondary data vs Primary data

  • Secondary

    • Facts and figures that were already recorded BEFORE the project at hand, or for a DIFFERENT purpose than the project at hand.

  • Primary

    • Facts and figures that are NEWLY collected for the problem at hand.

  • Ask what the data was collected FOR.

    • Collected for THIS research problem = primary.

    • Collected for another purpose, or earlier = secondary.


<ul><li><p>Secondary</p><ul><li><p>Facts and figures that were already recorded BEFORE the project at hand, or for a DIFFERENT purpose than the project at hand.</p></li></ul></li><li><p>Primary</p><ul><li><p>Facts and figures that are NEWLY collected for the problem at hand.</p></li></ul></li><li><p>Ask what the data was collected FOR. </p><ul><li><p>Collected for THIS research problem = primary. </p></li><li><p>Collected for another purpose, or earlier = secondary.</p></li></ul></li></ul><p></p>
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Secondary data: Pros and Cons

  • Pros

    • Inexpensive, available, speedy, large sample size.

      • You don't have to collect it yourself; you can take it and repurpose it.

  • Cons

    • May be obsolete; may lack suitability; questionable methodologies; reliability may not be proven; non-credible sources.

      • There's a lot of out-of-date or poor-quality data.


<ul><li><p>Pros</p><ul><li><p>Inexpensive, available, speedy, large sample size. </p><ul><li><p>You don't have to collect it yourself; you can take it and repurpose it.</p></li></ul></li></ul></li><li><p>Cons</p><ul><li><p>May be obsolete; may lack suitability; questionable methodologies; reliability may not be proven; non-credible sources.</p><ul><li><p>There's a lot of out-of-date or poor-quality data.</p></li></ul></li></ul></li></ul><p></p>
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Primary data: Pros and Cons

  • Pros

    • Precise, current (right now and directly relevant to your project), known methodology, unique, reliable.

  • Cons

    • High costs, time-consuming (you have to design the study yourself and need a strong skill set to collect it well), limited generalizability.


<ul><li><p>Pros</p><ul><li><p>Precise, current (right now and directly relevant to your project), known methodology, unique, reliable.</p></li></ul></li><li><p>Cons</p><ul><li><p>High costs, time-consuming (you have to design the study yourself and need a strong skill set to collect it well), limited generalizability.</p></li></ul></li></ul><p></p>
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How to collect secondary data? Internal/External + syndacted

  • Internal

    • Secondary data from INSIDE the firm

      • Sales transaction records (customer identity, discount responsiveness, etc.) and normal interactions with customers (emails, call reports/logs).

  • External

    • Secondary data from OUTSIDE the firm

      • US Census data, internet-based reports, and syndicated data (scanner data, panel data).

    • Syndicated

      • External secondary data collected by a third party and sold for profit to many companies, kept as general as possible.

      • Examples: Nielsen (TV ratings), IRI (retail scanner data). Includes scanner data and panel data (e.g., households paid to record their purchases).


<ul><li><p>Internal</p><ul><li><p>Secondary data from INSIDE the firm</p><ul><li><p>Sales transaction records (customer identity, discount responsiveness, etc.) and normal interactions with customers (emails, call reports/logs).</p></li></ul></li></ul></li><li><p>External</p><ul><li><p>Secondary data from OUTSIDE the firm</p><ul><li><p>US Census data, internet-based reports, and syndicated data (scanner data, panel data).</p></li></ul></li><li><p>Syndicated</p><ul><li><p>External secondary data collected by a third party and sold for profit to many companies, kept as general as possible. </p></li><li><p>Examples: Nielsen (TV ratings), IRI (retail scanner data). Includes scanner data and panel data (e.g., households paid to record their purchases).</p></li></ul></li></ul></li></ul><p></p>
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Qualitative data

  • Comes from EXPLORATORY research (interviews, focus groups, ethnography, projective techniques, observation).

    • Small samples

  • Digs into the WHY

    • People's reasoning, emotions, and deep-rooted feelings.

    • Findings are subjective and open to the researcher's interpretation.


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Quantitative data

  • Comes from DESCRIPTIVE research (surveys, panels, conjoint analysis).

  • Large samples

  • Numbers you can run statistical analysis on.


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3 types of primary research (methodologies overview)

  • Exploratory (qualitative)

    • Interviews, focus groups, ethnographies, projective techniques, observation.

  • Descriptive (quantitative)

    • Surveys, panels; cross-sectional or longitudinal.

  • Experimental (cause/effect)

    • Lab experiments, field experiments.


<ul><li><p>Exploratory (qualitative)</p><ul><li><p>Interviews, focus groups, ethnographies, projective techniques, observation. </p></li></ul></li><li><p>Descriptive (quantitative)</p><ul><li><p>Surveys, panels; cross-sectional or longitudinal. </p></li></ul></li><li><p>Experimental (cause/effect)</p><ul><li><p>Lab experiments, field experiments.</p></li></ul></li></ul><p></p>
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Exploratory research: definition and elements

  • A technique marketers use to generate insights for future, more rigorous studies.

    • Provides QUALITATIVE data.

  • Forms

    • Individual interviews, focus groups, ethnography, mystery shoppers, projective techniques (and observation).


<ul><li><p>A technique marketers use to generate insights for future, more rigorous studies. </p><ul><li><p>Provides QUALITATIVE data. </p></li></ul></li><li><p>Forms</p><ul><li><p>Individual interviews, focus groups, ethnography, mystery shoppers, projective techniques (and observation).</p></li></ul></li></ul><p></p>
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Exploratory example: individual interviews

One-on-one, in-depth interviews: one customer at a time, capturing detailed nuances.

<p>One-on-one, in-depth interviews: one customer at a time, capturing detailed nuances.</p>
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Exploratory example: focus groups

  • Group discussions, usually about 6-10 people, sharing opinions, emotions, and deep-rooted feelings about an ad, company, or product

    • A more efficient way to have in-depth conversations with a larger group.

  • Drawback: Can we trust participants?

    • People may be scared to speak up or disagree, so there's a risk of bias from group influence, and they may not share personal preferences in front of a group (e.g., Hinge).


<ul><li><p>Group discussions, usually about 6-10 people, sharing opinions, emotions, and deep-rooted feelings about an ad, company, or product</p><ul><li><p>A more efficient way to have in-depth conversations with a larger group. </p></li></ul></li><li><p>Drawback: Can we trust participants?</p><ul><li><p>People may be scared to speak up or disagree, so there's a risk of bias from group influence, and they may not share personal preferences in front of a group (e.g., Hinge).</p></li></ul></li></ul><p></p>
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Exploratory example: ethnography

  • Direct observation in a NATURAL setting to see how people actually behave.

    • Such as in their homes, workplaces, or grocery stores, to understand how they actually behave.

  • Why Ethnography

    • What people say they do isn't always what they actually do.

    • For example, imagine a company wants to understand how consumers shop for groceries...

  • Example

    • Underhill's retail research uses human trackers (unobtrusively follow shoppers), video analysis (store traffic flow and interactions), and contextual interviews (compare stated intentions with observed behavior).

    • Everything in a grocery store is planned.

      • Attack your senses, especially smell, with flowers and baked goods at their entrance. Even how you walk down the asile, left hand pushes while right grabs


<ul><li><p>Direct observation in a NATURAL setting to see how people actually behave. </p><ul><li><p>Such as in their homes, workplaces, or grocery stores, to understand how they actually behave.</p></li></ul></li><li><p>Why Ethnography</p><ul><li><p>What people say they do isn't always what they actually do.</p></li><li><p class="p1">For example, imagine a company wants to understand how consumers shop for groceries...</p></li></ul></li><li><p>Example</p><ul><li><p>Underhill's retail research uses human trackers (unobtrusively follow shoppers), video analysis (store traffic flow and interactions), and contextual interviews (compare stated intentions with observed behavior). </p></li><li><p>Everything in a grocery store is planned.</p><ul><li><p>Attack your senses, especially smell, with flowers and baked goods at their entrance. Even how you walk down the asile, left hand pushes while right grabs</p></li></ul></li></ul></li></ul><p></p>
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Exploratory example: mystery shoppers

  • Companies hire researchers to pretend to be a customer and visit their stores to obtain the point of view of an actual customer

    • Individuals hired to evaluate customer experiences by posing as regular customers.

  • For example, Starbucks may hire a mystery shopper to visit a store in their chain....

    • How friendly are the employees? How long the service takes? Whether the store is clean?

      • The mystery shopper then reports their observations back to the company

  • Class example: a mystery shopper with a hidden camera caught employees at a vape store pocketing cash sales.


<ul><li><p>Companies hire researchers to pretend to be a customer and visit their stores to obtain the point of view of an actual customer</p><ul><li><p>Individuals hired to evaluate customer experiences by posing as regular customers.</p></li></ul></li><li><p>For example, Starbucks may hire a mystery shopper to visit a store in their chain....</p><ul><li><p>How friendly are the employees? How long the service takes? Whether the store is clean?</p><ul><li><p>The mystery shopper then reports their observations back to the company</p></li></ul></li></ul></li></ul><ul><li><p>Class example: a mystery shopper with a hidden camera caught employees at a vape store pocketing cash sales.</p></li></ul><p></p>
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Exploratory example: projective techniques

  • Various techniques to assess things people are unable to express, often because these things are part of the person's subconscious/unconscious process

    • Help researchers understand what consumers truly feel about a product, service, place, or experience


  • Instead of asking consumers direct questions, researchers use indirect or creative questions to uncover their underlying thoughts and feelings.

    • Word Association: "When you hear Walmart, what's the first word you think of?"

    • Sentence Completion: "People who buy luxury brands are

      • Their answers may reveal underlying attitudes or stereotypes.

    • Third-Person Techniques: Instead of asking consumers about themselves, we ask them to describe someone else.

      • For example, we show a grocery shopping list and ask what kind of person would buy those products.

    • Collage and Metaphor Techniques:

      • "Choose 3-5 images that best represent how Instagram makes you feel. Arrange them into a collage and explain why you chose them."


  • Roach killer example

    • Women drew roaches as men who had abandoned them, so they preferred sprays that let them watch roaches die.

    • Findings are subjective, which is why these are exploratory.


<ul><li><p>Various techniques to assess things people are <strong>unable</strong> to express, often because these things are part of the person's subconscious/unconscious process</p><ul><li><p>Help researchers understand what consumers truly feel about a product, service, place, or experience</p></li></ul></li></ul><div data-type="horizontalRule"><hr></div><ul><li><p class="p1">Instead of asking consumers direct questions, researchers use indirect or creative questions to uncover their underlying thoughts and feelings.</p><ul><li><p class="p1"><u>Word Association</u>: "When you hear Walmart, what's the first word you think of?"</p></li><li><p class="p1"><u>Sentence Completion</u>: "People who buy luxury brands are</p><ul><li><p class="p1">Their answers may reveal underlying attitudes or stereotypes.</p></li></ul></li><li><p class="p1"><u>Third-Person Techniques</u>: Instead of asking consumers about themselves, we ask them to describe someone else.</p><ul><li><p class="p1">For example, we show a grocery shopping list and ask what kind of person would buy those products.</p></li></ul></li><li><p><u>Collage and Metaphor Techniques</u>:</p><ul><li><p>"Choose 3-5 images that best represent how Instagram makes you feel. Arrange them into a collage and explain why you chose them."</p></li></ul></li></ul></li></ul><div data-type="horizontalRule"><hr></div><ul><li><p>Roach killer example</p><ul><li><p>Women drew roaches as men who had abandoned them, so they preferred sprays that let them watch roaches die. </p></li><li><p>Findings are subjective, which is why these are exploratory.</p></li></ul></li></ul><p></p>
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Descriptive research: definition and elements

  • Provides QUANTITATIVE data.

    • Investigates the marketing problem systematically using LARGE samples.

    • Data is obtained by observing or asking people.

    • NO experimental manipulation.

  • Examples

    • Surveys, panels, conjoint analysis; can be cross-sectional or longitudinal.


<ul><li><p>Provides QUANTITATIVE data. </p><ul><li><p>Investigates the marketing problem systematically using LARGE samples. </p></li><li><p>Data is obtained by observing or asking people. </p></li><li><p>NO experimental manipulation. </p></li></ul></li><li><p>Examples</p><ul><li><p>Surveys, panels, conjoint analysis; can be cross-sectional or longitudinal.</p></li></ul></li></ul><p></p>
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Descriptive example: surveys

  • Ask a large sample of questions (e.g., what proportion would buy at different price points, which can produce a demand curve).

  • Quality tips

    • Include ATTENTION CHECK questions (an obvious answer catches inattentive respondents)

      • If too high, always abandon the data set.

    • Make the survey INCENTIVIZED (choices are realized with some probability, so people answer carefully)

    • Make sure respondents match the target demographics.

  • Wendys

    • Q1: Open-ended/free answer question (consumers freely express before rigidity)

    • Q2: Two-way question (are you in the market)

    • Q3 – 6: Degree/scale-based questions

    • Q9: Demographics (Demographic based segemntation!


<ul><li><p>Ask a large sample of questions (e.g., what proportion would buy at different price points, which can produce a demand curve).</p></li><li><p>Quality tips</p><ul><li><p>Include ATTENTION CHECK questions (an obvious answer catches inattentive respondents)</p><ul><li><p>If too high, always abandon the data set. </p></li></ul></li><li><p>Make the survey INCENTIVIZED (choices are realized with some probability, so people answer carefully)</p></li><li><p>Make sure respondents match the target demographics.</p></li></ul></li><li><p>Wendys</p><ul><li><p>Q1: Open-ended/free answer question (consumers freely express before rigidity)</p></li><li><p>Q2: Two-way question (are you in the market)</p></li><li><p>Q3 – 6: Degree/scale-based questions</p></li><li><p>Q9: Demographics (Demographic based segemntation!</p></li></ul></li></ul><p></p>
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Descriptive examples: Types of questions in surveys (DON’T NEED)

Types of Questions

Typical functions in consumer analysis

Example

Two-way questions

Estimate demand at a given price

Suppose an iPhone Y is priced at $800. Would you buy it or not? A. Yes. B. No

Different price points = what proportions of market will buy it → produce demand curve

Degree-type questions

Estimate purchase intention

Estimate the importance of an attribute

How likely would you purchase it?

1-No 2-Probably not 3. Maybe 4-Probably 5-Yes

How important is this feature to you?

1-Not at all 2-Slightly 3-Moderately 4-Very 5- Absolutely

Ranking-type questions

Estimate the importance of attributes → Directly compare price, design, etc.

Screen against one another

How would you rank the importance of the attributes below? (from the most important to the least important)

Free-answer questions

Explore non-directed, non-structured preferences; ask for suggestions; follow-up (reason why, other).

What features do you look for when you purchase...?

Why do you care about these features? Follow-ups, other Suggestions, break. Free from rigid choice options!


<table style="min-width: 75px;"><colgroup><col style="min-width: 25px;"><col style="min-width: 25px;"><col style="min-width: 25px;"></colgroup><tbody><tr><td colspan="1" rowspan="1"><p class="p1">Types of Questions</p></td><td colspan="1" rowspan="1"><p class="p1">Typical functions in consumer analysis</p></td><td colspan="1" rowspan="1"><p class="p1">Example</p></td></tr><tr><td colspan="1" rowspan="1"><p class="p1">Two-way questions</p></td><td colspan="1" rowspan="1"><p class="p1">Estimate demand at a given price</p></td><td colspan="1" rowspan="1"><p class="p1">Suppose an iPhone Y is priced at $800. Would you buy it or not? A. Yes. B. No </p><p class="p1">Different price points = what proportions of market will buy it → produce demand curve</p></td></tr><tr><td colspan="1" rowspan="1"><p class="p1">Degree-type questions</p></td><td colspan="1" rowspan="1"><p class="p1">Estimate purchase intention</p><p class="p1">Estimate the importance of an attribute</p></td><td colspan="1" rowspan="1"><p class="p1">How likely would you purchase it?</p><p class="p1">1-No 2-Probably not 3. Maybe 4-Probably 5-Yes</p><p class="p1">How important is this feature to you?</p><p class="p1">1-Not at all 2-Slightly 3-Moderately 4-Very 5- Absolutely</p></td></tr><tr><td colspan="1" rowspan="1"><p class="p1">Ranking-type questions</p></td><td colspan="1" rowspan="1"><p class="p1">Estimate the importance of attributes → Directly compare price, design, etc.</p><p class="p1">Screen against one another </p></td><td colspan="1" rowspan="1"><p class="p1">How would you rank the importance of the attributes below? (from the most important to the least important)</p></td></tr><tr><td colspan="1" rowspan="1"><p class="p1">Free-answer questions</p></td><td colspan="1" rowspan="1"><p class="p1">Explore non-directed, non-structured preferences; ask for suggestions; follow-up (reason why, other). </p></td><td colspan="1" rowspan="1"><p class="p1">What features do you look for when you purchase...?</p><p class="p1">Why do you care about these features? Follow-ups, other Suggestions, break. Free from rigid choice options!</p></td></tr></tbody></table><p></p>
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Descriptive examples: Survey respondents

Ways to get respondents

Cost of getting respondents

Difficulty of getting enough respondents

Response Quality

Offline: downtown, campus, stores, etc.

Low/high (labor cost from ppl who distribute survey)

Difficult

Depends on whether the setting is proper

Online:

Mailing list, etc.

(Customer survey for discounts or incentive)

Low

Difficult (spamming, untrustworthy)

Tend to be low

Crowdsourcing platform:

e.g. Amazon Mechanical Turk

(Surveys 4 payment)

Low-mid (Responders + amazon)

Easy (Couple of hours with consistent consumer base).

Depends on who the target customers are

(Demographic survey matches target audience)

Professional panel:

SurveyMonkey, Qualtrics, and many other professional panels

(Sample is your target demographic)

High

Easy

High (can specify respondent characteristics)


<table style="min-width: 287px;"><colgroup><col style="min-width: 25px;"><col style="width:    118px;"><col style="width:    119px;"><col style="min-width: 25px;"></colgroup><tbody><tr><td colspan="1" rowspan="1"><p class="p1">Ways to get respondents</p></td><td colspan="1" rowspan="1" colwidth="118"><p class="p1">Cost of getting respondents</p></td><td colspan="1" rowspan="1" colwidth="119"><p class="p1">Difficulty of getting enough respondents</p></td><td colspan="1" rowspan="1"><p class="p1">Response Quality</p></td></tr><tr><td colspan="1" rowspan="1"><p class="p1">Offline: downtown, campus, stores, etc.</p></td><td colspan="1" rowspan="1" colwidth="118"><p class="p1">Low/high (labor cost from ppl who distribute survey)</p></td><td colspan="1" rowspan="1" colwidth="119"><p class="p1">Difficult</p></td><td colspan="1" rowspan="1"><p class="p1">Depends on whether the setting is proper</p></td></tr><tr><td colspan="1" rowspan="1"><p class="p1">Online:</p><p class="p1">Mailing list, etc.</p><p class="p1">(Customer survey for discounts or incentive)</p></td><td colspan="1" rowspan="1" colwidth="118"><p class="p1">Low</p></td><td colspan="1" rowspan="1" colwidth="119"><p class="p1">Difficult (spamming, untrustworthy)</p></td><td colspan="1" rowspan="1"><p class="p1">Tend to be low</p></td></tr><tr><td colspan="1" rowspan="1"><p class="p1">Crowdsourcing platform:</p><p class="p1">e.g. Amazon Mechanical Turk </p><p class="p1">(Surveys 4 payment)</p></td><td colspan="1" rowspan="1" colwidth="118"><p class="p1">Low-mid (Responders + amazon)</p></td><td colspan="1" rowspan="1" colwidth="119"><p class="p1">Easy (Couple of hours with consistent consumer base).</p></td><td colspan="1" rowspan="1"><p class="p1">Depends on who the target customers are</p><p class="p1">(Demographic survey matches target audience)</p></td></tr><tr><td colspan="1" rowspan="1"><p class="p1">Professional panel:</p><p class="p1">SurveyMonkey, Qualtrics, and many other professional panels</p><p class="p1">(Sample is your target demographic)</p></td><td colspan="1" rowspan="1" colwidth="118"><p class="p1">High</p></td><td colspan="1" rowspan="1" colwidth="119"><p class="p1">Easy</p></td><td colspan="1" rowspan="1"><p class="p1">High (can specify respondent characteristics)</p></td></tr></tbody></table><p></p>
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Descriptive example: conjoint analysis

A form of statistical analysis to understand how customers value the different components or features of a product or service.

<p>A form of statistical analysis to understand how customers value the different components or features of a product or service.</p>
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Descriptive: cross-sectional vs. longitudinal (textbook)

  • Cross-sectional = data collected from a sample at ONE point in time (a snapshot).

  • Longitudinal = data collected from the same sample REPEATEDLY over time (e.g., panels), so you can track changes.


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Experimental/causal research: definition and elements

  • Tries to establish CAUSE-AND-EFFECT relationships (correlation is not causation).

  • An experiment implies some form of intervention.

    • Compare a treatment group and a control group

    • The control group does not have the active ingredient whose effect is being measured.

    • This allows researchers to control other possible explanations for the effect.

    • Can also try multiple actions and see which has the desired effect

  • Experimental design lets researchers control other possible explanations for the effect.

    • Involves an intervention (a 'treatment').

    • Usually compares a treatment group with a control group, which lacks the 'active ingredient'.

    • Can also test multiple versions without a control group (A/B testing).

    • Types

      • Lab experiments and field experiments.


<ul><li><p>Tries to establish CAUSE-AND-EFFECT relationships (correlation is not causation). </p></li><li><p>An experiment implies some form of intervention.</p><ul><li><p>Compare a treatment group and a control group</p></li><li><p>The control group does not have the active ingredient whose effect is being measured.</p></li><li><p>This allows researchers to control other possible explanations for the effect.</p></li><li><p>Can also try multiple actions and see which has the desired effect</p></li></ul></li><li><p>Experimental design lets researchers control other possible explanations for the effect. </p><ul><li><p>Involves an intervention (a 'treatment'). </p></li><li><p>Usually compares a treatment group with a control group, which lacks the 'active ingredient'. </p></li><li><p>Can also test multiple versions without a control group (A/B testing). </p></li><li><p>Types</p><ul><li><p>Lab experiments and field experiments.</p></li></ul></li></ul></li></ul><p></p>
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Experimental example: Jasper's Market ad test

  • Two versions of the same Facebook ad (apple pie photo vs. apple barrel photo).

    • Clicks were the same (8.3%), but conversion was 2.7% for the pie vs. 2.2% for the apples.

    • Use the pie photo: the experiment establishes a causal effect on purchase behavior.


<ul><li><p>Two versions of the same Facebook ad (apple pie photo vs. apple barrel photo). </p><ul><li><p>Clicks were the same (8.3%), but conversion was 2.7% for the pie vs. 2.2% for the apples. </p></li><li><p>Use the pie photo: the experiment establishes a causal effect on purchase behavior.</p></li></ul></li></ul><p></p>
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Experimental example: Duolingo

  • Most users are free; the app is built like a game (XP, lives, streaks); ads with a premium option to remove them.

  • Runs A/B tests on its guilt-trip notifications (different messages to different people, like a 'slot machine bandit') to learn what works and what doesn't, using lots of free-user data.


<ul><li><p>Most users are free; the app is built like a game (XP, lives, streaks); ads with a premium option to remove them. </p></li><li><p>Runs A/B tests on its guilt-trip notifications (different messages to different people, like a 'slot machine bandit') to learn what works and what doesn't, using lots of free-user data.</p></li></ul><p></p>
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Lab vs. field experiments

  • Lab experiment = run in a controlled, artificial setting (more control, less realistic).

  • Field experiment = run in a real-world setting such as a store or live ad (more realistic, less control).


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Primary Research: Data Quality (Validity/Reliability/Representativeness).

  • Validity

    • The extent to which the research actually measures what it was intended to measure.

    • (New Coke had low validity: taste tests didn't measure why share was falling.)

  • Representativeness

    • Whether the sample is drawn from a population that represents the TARGET population.

      • The sample should represent the population you care about.

  • Reliability

    • Does the assessment tool produce stable, consistent results? Is it repeatable?

      • If the question were asked again under different conditions, would we get the same answer?


<ul><li><p>Validity</p><ul><li><p>The extent to which the research actually measures what it was intended to measure. </p></li><li><p>(New Coke had low validity: taste tests didn't measure why share was falling.)</p></li></ul></li><li><p>Representativeness</p><ul><li><p>Whether the sample is drawn from a population that represents the TARGET population. </p><ul><li><p>The sample should represent the population you care about.</p></li></ul></li></ul></li><li><p>Reliability</p><ul><li><p>Does the assessment tool produce stable, consistent results? Is it repeatable? </p><ul><li><p>If the question were asked again under different conditions, would we get the same answer?</p></li></ul></li></ul></li></ul><p></p>
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Research process Step 4: Develop findings

  • Turn data into information and insights

    • Enter, clean, and code the data (if needed)

    • Choose appropriate analysis techniques

    • Interpret the analysis.


<ul><li><p>Turn data into information and insights</p><ul><li><p>Enter, clean, and code the data (if needed)</p></li><li><p>Choose appropriate analysis techniques</p></li><li><p>Interpret the analysis.</p></li></ul></li></ul><p></p>
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Research process Step 5: Take marketing actions

  • Make action recommendations, implement them, and evaluate the results.

    • Evaluate both the decision itself (the actions) and the decision process

      • Was the research process effective?

      • Was there enough decision-making information in the report?

      • What would have made the report more useful to management?


<ul><li><p>Make action recommendations, implement them, and evaluate the results. </p><ul><li><p>Evaluate both the decision itself (the actions) and the decision process</p><ul><li><p>Was the research process effective? </p></li><li><p>Was there enough decision-making information in the report? </p></li><li><p>What would have made the report more useful to management?</p></li></ul></li></ul></li></ul><p></p>
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END OF CHAPTER 7

END OF CHAPTER 7

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Product (definition)

  • Anything that satisfies consumer needs

    • Goods

      • A product with tangible attributes that you can own.

    • Services

      • Intangible activities or benefits an organization provides to satisfy consumers' needs. Does NOT involve ownership.

    • Ideas

      • A thought that leads to an action.

    • Even people can all be products.


<ul><li><p>Anything that satisfies consumer needs</p><ul><li><p>Goods</p><ul><li><p>A product with tangible attributes that you can own.</p></li></ul></li><li><p>Services</p><ul><li><p>Intangible activities or benefits an organization provides to satisfy consumers' needs. Does NOT involve ownership.</p></li></ul></li><li><p>Ideas</p><ul><li><p>A thought that leads to an action.</p></li></ul></li><li><p>Even people can all be products.</p></li></ul></li></ul><p></p>
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The 4 I's of services (list) slide 276!

Intangible, Inconsistent, Inseparable, Inventory (perishable).

<p>Intangible, Inconsistent, Inseparable, Inventory (perishable).</p>
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4 I's: Intangible/Inconsistent (variable/heterogeneous)

  • Intangible

    • Services can't be touched, seen, tasted, or felt the way goods can.

  • Inconsistent (variable/heterogeneous)

    • Services are less standardized and uniform than goods (heterogeneity).

    • Because they're labor-intensive, consistency and quality control are hard. Standardization and training help.

      • Not always bad: it allows customization to fit customers' needs.


<ul><li><p>Intangible</p><ul><li><p>Services can't be touched, seen, tasted, or felt the way goods can.</p></li></ul></li><li><p>Inconsistent (variable/heterogeneous)</p><ul><li><p>Services are less standardized and uniform than goods (heterogeneity). </p></li><li><p>Because they're labor-intensive, consistency and quality control are hard. Standardization and training help. </p><ul><li><p>Not always bad: it allows customization to fit customers' needs.</p></li></ul></li></ul></li></ul><p></p>
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4 I's: Inseparable/Inventory (perishable)

  • Inseparable

    • The consumer can't easily distinguish the service PROVIDER from the service EXPERIENCE itself.

    • Goods are produced, sold, then consumed; services are often sold, produced, and consumed at the same time, and consumers are often involved in producing them.

  • Inventory (perishable)

    • Services can't be stored, warehoused, or inventoried.

      • If supply > demand, the unused capacity's revenue is lost.

      • If demand > supply, it can't be built up ahead of time, so the opportunity is lost.


<ul><li><p>Inseparable</p><ul><li><p>The consumer can't easily distinguish the service PROVIDER from the service EXPERIENCE itself. </p></li><li><p>Goods are produced, sold, then consumed; services are often sold, produced, and consumed at the same time, and consumers are often involved in producing them.</p></li></ul></li><li><p>Inventory (perishable)</p><ul><li><p>Services can't be stored, warehoused, or inventoried.</p><ul><li><p>If supply &gt; demand, the unused capacity's revenue is lost. </p></li><li><p>If demand &gt; supply, it can't be built up ahead of time, so the opportunity is lost.</p></li></ul></li></ul></li></ul><p></p>
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7 Ps of services marketing

  • The original 4 Ps rethought:

    • Product (can't be patented, so branding is key)

    • Place (convenience of location, number of locations, hours)

    • Promotion (communicate image, educate, use tangible imagery)

    • Price (shapes perceptions; used for capacity management)

  • Plus 3 new Ps

    • People (employees ARE the customer experience)

    • Process (number and sequence of actions; affects productivity and quality)

    • Physical environment (the 'servicescape' and other tangibles).


<ul><li><p>The original 4 Ps rethought: </p><ul><li><p>Product (can't be patented, so branding is key) </p></li><li><p>Place (convenience of location, number of locations, hours)</p></li><li><p>Promotion (communicate image, educate, use tangible imagery)</p></li><li><p>Price (shapes perceptions; used for capacity management)</p></li></ul></li><li><p>Plus 3 new Ps</p><ul><li><p>People (employees ARE the customer experience)</p></li><li><p>Process (number and sequence of actions; affects productivity and quality)</p></li><li><p>Physical environment (the 'servicescape' and other tangibles).</p></li></ul></li></ul><p></p>
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Layers of a product (list)

  • Core product (the benefit)

    • Inside → the actual product (the physical good or delivered service)

      • Inside x2 → the augmented product (extra support features).


<ul><li><p>Core product (the benefit)</p><ul><li><p>Inside → the actual product (the physical good or delivered service)</p><ul><li><p>Inside x2 → the augmented product (extra support features).</p></li></ul></li></ul></li></ul><p></p>
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Core product

  • The essential BENEFITS the product provides.

  • Someone buying a 1/2-inch drill bit wants a 1/2-inch HOLE.

  • Marketing is about supplying benefits, not products.

  • Car example

    • transportation, carrying cargo, excitement, image.


<ul><li><p>The essential BENEFITS the product provides. </p></li><li><p>Someone buying a 1/2-inch drill bit wants a 1/2-inch HOLE. </p></li><li><p>Marketing is about supplying benefits, not products. </p></li><li><p>Car example</p><ul><li><p>transportation, carrying cargo, excitement, image.</p></li></ul></li></ul><p></p>
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Actual product

  • The physical good or delivered service that supplies the desired benefit, including features, appearance, styling, packaging, quality, and brand.

    • E.g., the drill is a plastic-and-metal apparatus with a motor

    • For a car: engine size, color, body style, model name.


<ul><li><p>The physical good or delivered service that supplies the desired benefit, including features, appearance, styling, packaging, quality, and brand. </p><ul><li><p>E.g., the drill is a plastic-and-metal apparatus with a motor</p></li><li><p>For a car: engine size, color, body style, model name.</p></li></ul></li></ul><p></p>
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Augmented product

  • The actual product PLUS supporting features that add value

    • Warranty, credit, delivery, installation, repair/service after the sale, customer support, instructions.

    • TV example

      • TV is for entertainment (core). Warranty and delivery/install (augmented)


<ul><li><p>The actual product PLUS supporting features that add value</p><ul><li><p>Warranty, credit, delivery, installation, repair/service after the sale, customer support, instructions.</p></li><li><p>TV example</p><ul><li><p>TV is for entertainment (core). Warranty and delivery/install (augmented)</p></li></ul></li></ul></li></ul><p></p>
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Layers of a service product: Pittsburgh Penguins example

  • Core = entertainment

  • Actual = Pens hockey games, the Penguins brand, PPG Paints Arena.

  • Augmented = customer service and information (website, programs).


<ul><li><p>Core = entertainment</p></li><li><p>Actual = Pens hockey games, the Penguins brand, PPG Paints Arena.</p></li><li><p>Augmented = customer service and information (website, programs).</p></li></ul><p></p>
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Consumer vs. business products

  • Classified by how they're USED.

    • Consumer products are for personal use

    • Business products are for use by an organization.

  • It depends on who buys it and how it's used

    • A Keurig for personal use is a consumer product

    • A professional coffee maker for an office is a business product.


<ul><li><p>Classified by how they're USED. </p><ul><li><p>Consumer products are for personal use</p></li><li><p>Business products are for use by an organization. </p></li></ul></li><li><p>It depends on who buys it and how it's used</p><ul><li><p>A Keurig for personal use is a consumer product</p></li><li><p>A professional coffee maker for an office is a business product.</p></li></ul></li></ul><p></p>
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Durable vs Nondurable products

  • Durable

    • Products that LAST over many uses (e.g., house, car, appliances). They can have a resale market.

      • Bought INFREQUENTLY, and buyers are less experienced, so they often consult salespeople, and personal selling matters more.

  • Nondurable

    • Products consumed in one or a few uses (e.g., gum, toilet paper).

      • Bought FREQUENTLY, and buyers have plenty of past experience, so there's little need to talk to salespeople.


<ul><li><p>Durable</p><ul><li><p>Products that LAST over many uses (e.g., house, car, appliances). They can have a resale market. </p><ul><li><p>Bought INFREQUENTLY, and buyers are less experienced, so they often consult salespeople, and personal selling matters more.</p></li></ul></li></ul></li><li><p>Nondurable</p><ul><li><p>Products consumed in one or a few uses (e.g., gum, toilet paper). </p><ul><li><p>Bought FREQUENTLY, and buyers have plenty of past experience, so there's little need to talk to salespeople.</p></li></ul></li></ul></li></ul><p></p>
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Consumer product types: how consumers buy them (list)

Convenience, shopping, specialty, unsought.

<p>Convenience, shopping, specialty, unsought.</p>
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Convenience products

  • Items consumers buy frequently, conveniently, and with MINIMAL shopping effort.

    • E.g., gum, milk, toilet paper.


<ul><li><p>Items consumers buy frequently, conveniently, and with MINIMAL shopping effort. </p><ul><li><p>E.g., gum, milk, toilet paper.</p></li></ul></li></ul><p></p>
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Shopping products

  • Items for which consumers COMPARE several alternatives on price, quality, style, amenities, etc. They don't buy immediately.

    • E.g., appliances, cars, cameras, airline tickets.

    • Best Buy Ad where they ask lots of questions about all the dimensions of a product


<ul><li><p>Items for which consumers COMPARE several alternatives on price, quality, style, amenities, etc. They don't buy immediately.</p><ul><li><p>E.g., appliances, cars, cameras, airline tickets.</p></li><li><p>Best Buy Ad where they ask lots of questions about all the dimensions of a product</p></li></ul></li></ul><p></p>
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Specialty products

  • Products the consumer has developed strong preferences for.

    • They insist on a particular brand and will NOT accept substitutes, as the brand name is very important.

  • Depends on the individual

    • A Mercedes for someone loyal to Mercedes (they won't consider other cars even if those have better attributes), or Apple tech for an Apple-loyal buyer.

      • If you don't care about the brand, the same car is a shopping product.


<ul><li><p>Products the consumer has developed strong preferences for.</p><ul><li><p>They insist on a particular brand and will NOT accept substitutes, as the brand name is very important. </p></li></ul></li><li><p>Depends on the individual</p><ul><li><p>A Mercedes for someone loyal to Mercedes (they won't consider other cars even if those have better attributes), or Apple tech for an Apple-loyal buyer. </p><ul><li><p>If you don't care about the brand, the same car is a shopping product.</p></li></ul></li></ul></li></ul><p></p>
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Unsought products

  • Products consumers have little awareness of or interest in until a need arises; they don't know about them or don't initially want them.

    • Require lots of advertising, personal selling, and education.

      • E.g., health care, life insurance (e.g., targeting new parents), retirement investing, funeral services.

      • “life insurance so good they’ll want you dead” Ad


<ul><li><p>Products consumers have little awareness of or interest in until a need arises; they don't know about them or don't initially want them. </p><ul><li><p>Require lots of advertising, personal selling, and education. </p><ul><li><p>E.g., health care, life insurance (e.g., targeting new parents), retirement investing, funeral services.</p></li><li><p>“life insurance so good they’ll want you dead” Ad</p></li></ul></li></ul></li></ul><p></p>
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Product item

  • A specific product with a unique brand, size, or price.

    • Each product item is a separate SKU (stock-keeping unit), a unique ID number for internal inventory management.

      • SKUs are created by the retailer and vary across businesses.


<ul><li><p>A specific product with a unique brand, size, or price. </p><ul><li><p>Each product item is a separate SKU (stock-keeping unit), a unique ID number for internal inventory management. </p><ul><li><p>SKUs are created by the retailer and vary across businesses.</p></li></ul></li></ul></li></ul><p></p>
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Product line

  • A group of product items that are closely related because they satisfy similar needs, are used together, or are sold to the same customer group.

    • Items can stress different features or benefits. Similar products, solving a similar need, which are similarly used by consumers.

      • Nike shoes and Nike clothing

      • P&G oral care: Crest, Oral-B, Scope.


<ul><li><p>A group of product items that are closely related because they satisfy similar needs, are used together, or are sold to the same customer group.</p><ul><li><p>Items can stress different features or benefits. Similar products, solving a similar need, which are similarly used by consumers. </p><ul><li><p>Nike shoes and Nike clothing</p></li><li><p>P&amp;G oral care: Crest, Oral-B, Scope.</p></li></ul></li></ul></li></ul><p></p>
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Product mix

  • A firm's ENTIRE range of product lines (all lines and items).

    • E.g., Mars: candy, pet food, food, pet care, nutrition/supplements.

  • Strategic mix decisions usually involve the width of the product mix.


<ul><li><p>A firm's ENTIRE range of product lines (all lines and items).</p><ul><li><p>E.g., Mars: candy, pet food, food, pet care, nutrition/supplements.</p></li></ul></li><li><p>Strategic mix decisions usually involve the width of the product mix.</p></li></ul><p></p>
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Line depth and Mix width

  • Line Depth

    • The number of different product items WITHIN one product line

      • (e.g., the number of P&G hair care items: Pantene, Head & Shoulders, Aussie…).

  • Mix Width

    • The number of different product LINES the firm produces (

      • e.g., P&G: fabric care, hair care, baby, health…).

      • Strategic mix decisions usually involve the width of the product mix.


<ul><li><p>Line Depth</p><ul><li><p>The number of different product items WITHIN one product line </p><ul><li><p>(e.g., the number of P&amp;G hair care items: Pantene, Head &amp; Shoulders, Aussie…).</p></li></ul></li></ul></li><li><p>Mix Width</p><ul><li><p>The number of different product LINES the firm produces (</p><ul><li><p>e.g., P&amp;G: fabric care, hair care, baby, health…). </p></li><li><p>Strategic mix decisions usually involve the width of the product mix.</p></li></ul></li></ul></li></ul><p></p>
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Innovation continuum (newness from the consumer's perspective)

  • Ranks new products by how much NEW LEARNING consumers need, from low to high: continuous, then dynamically continuous, then discontinuous innovation.


<ul><li><p>Ranks new products by how much NEW LEARNING consumers need, from low to high: continuous, then dynamically continuous, then discontinuous innovation.</p></li></ul><p></p>
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Continuous innovation

  • Requires NO new learning by consumers.

    • E.g., new and improved shaver, detergent (a new scent of Tide), toothpaste.

    • Marketing strategy: gain consumer awareness and wide distribution (education isn't important).


<ul><li><p>Requires NO new learning by consumers. </p><ul><li><p>E.g., new and improved shaver, detergent (a new scent of Tide), toothpaste. </p></li><li><p>Marketing strategy: gain consumer awareness and wide distribution (education isn't important).</p></li></ul></li></ul><p></p>
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Dynamically continuous innovation

  • Disrupts consumers' normal routine but does NOT require totally new learning. Easy to pick up if you've used the earlier version.

    • E.g., electric toothbrush, LED HDTV, smartphone.

    • Marketing strategy: advertise points of difference and benefits (the additional value).


<ul><li><p>Disrupts consumers' normal routine but does NOT require totally new learning. Easy to pick up if you've used the earlier version. </p><ul><li><p>E.g., electric toothbrush, LED HDTV, smartphone. </p></li><li><p>Marketing strategy: advertise points of difference and benefits (the additional value).</p></li></ul></li></ul><p></p>
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Discontinuous innovation

  • Requires NEW learning and new consumption patterns by consumers.

    • E.g., wireless router, digital video recorder, electric car.

    • Marketing strategy: educate consumers through product trial and personal selling.


<ul><li><p>Requires NEW learning and new consumption patterns by consumers. </p><ul><li><p>E.g., wireless router, digital video recorder, electric car. </p></li><li><p>Marketing strategy: educate consumers through product trial and personal selling.</p></li></ul></li></ul><p></p>
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Feature bloat and Feature fatigue

  • Adding too many new features to a product.

    • Raises production costs and can make the product overwhelming and challenging to use, leading to feature fatigue.

  • Fatigue

    • Consumer satisfaction rises as useful features are added (a couple of new things are good).

      • Peaks at the 'bloat tipping point', then FALLS as more features overwhelm users ('Whoa, I'm overwhelmed!', 'Now I can't even do the one thing I bought this for!').


<ul><li><p>Adding too many new features to a product. </p><ul><li><p>Raises production costs and can make the product overwhelming and challenging to use, leading to feature fatigue.</p></li></ul></li><li><p>Fatigue</p><ul><li><p>Consumer satisfaction rises as useful features are added (a couple of new things are good).</p><ul><li><p>Peaks at the 'bloat tipping point', then FALLS as more features overwhelm users ('Whoa, I'm overwhelmed!', 'Now I can't even do the one thing I bought this for!').</p></li></ul></li></ul></li></ul><p></p>
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New product development process: the 7 stages

  1. New product strategy development.

  2. Idea generation.

  3. Screening and evaluation.

  4. Business analysis.

  5. Product development.

  6. Market testing.

  7. Commercialization.


<ol><li><p>New product strategy development. </p></li><li><p>Idea generation.</p></li><li><p>Screening and evaluation.</p></li><li><p>Business analysis.</p></li><li><p>Product development.</p></li><li><p>Market testing. </p></li><li><p>Commercialization.</p></li></ol><p></p>
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Should every idea go through all 7 NPD steps?

  • No. The process is a funnel meant to FILTER ideas.

    • As soon as we realize an idea isn't good, we should stop and save our resources.


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NPD Stage 1: New-product strategy development + NPD Stage 2: Idea generation

  • 1 - Define the role of new products for the firm; analyze the environment and competition.

  • 2- Develop a pool of new ideas.

    • Sources: customers, salespeople, service providers, anyone with direct customer contact, competitors, supply chain members, the R&D division, consultants.


<ul><li><p>1 - Define the role of new products for the firm; analyze the environment and competition.</p></li><li><p>2- Develop a pool of new ideas. </p><ul><li><p>Sources: customers, salespeople, service providers, anyone with direct customer contact, competitors, supply chain members, the R&amp;D division, consultants.</p></li></ul></li></ul><p></p>
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NPD Stage 3: Screening and evaluation

  • Quickly ELIMINATE ideas that are inconsistent with the organization's strategy or inappropriate for other reasons (e.g., technical feasibility, consumer reactions).

  • Use CONCEPT TESTS.

    • A test to evaluate a new-product idea, usually BEFORE any prototype exists (saves unneeded spending).

    • Present a concept statement (text description) to potential buyers or users to get their reactions.

      • Findings help predict sales and profit potential.

        • A positive reaction doesn't guarantee success but is an indicator

        • A strong negative reaction is a sign to redesign or abandon.


<ul><li><p>Quickly ELIMINATE ideas that are inconsistent with the organization's strategy or inappropriate for other reasons (e.g., technical feasibility, consumer reactions). </p></li><li><p>Use CONCEPT TESTS.</p><ul><li><p>A test to evaluate a new-product idea, usually BEFORE any prototype exists (saves unneeded spending). </p></li><li><p>Present a concept statement (text description) to potential buyers or users to get their reactions. </p><ul><li><p>Findings help predict sales and profit potential. </p><ul><li><p>A positive reaction doesn't guarantee success but is an indicator</p></li><li><p>A strong negative reaction is a sign to redesign or abandon.</p></li></ul></li></ul></li></ul></li></ul><p></p>
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NPD Stage 4: Business analysis

  • The final checkpoint before significant resources go into building a prototype.

    • Does the product align with our mission and objectives?

    • Specify the features and marketing strategy needed.

      • Financial projections: can it be produced economically and marketed successfully? How long until break-even?


<ul><li><p>The final checkpoint before significant resources go into building a prototype. </p><ul><li><p>Does the product align with our mission and objectives? </p></li><li><p>Specify the features and marketing strategy needed. </p><ul><li><p>Financial projections: can it be produced economically and marketed successfully? How long until break-even?</p></li></ul></li></ul></li></ul><p></p>
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NPD Stage 5: Product development

  • Turns the idea on paper into PROTOTYPES (full-scale operating models).

    • Refine the design and production process.

    • Evaluate prototypes with prospective customers to make sure the product meets standards

      • Apple tested 25+ mouse prototypes

    • Apply for a patent if applicable.


<ul><li><p>Turns the idea on paper into PROTOTYPES (full-scale operating models). </p><ul><li><p>Refine the design and production process. </p></li><li><p>Evaluate prototypes with prospective customers to make sure the product meets standards </p><ul><li><p>Apple tested 25+ mouse prototypes</p></li></ul></li><li><p>Apply for a patent if applicable.</p></li></ul></li></ul><p></p>
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NPD Stage 6: Market testing

  • Exposing actual products to prospective consumers under (somewhat) realistic purchase conditions to see how they react.

    • Three types: standard, controlled, and simulated test markets.


<ul><li><p>Exposing actual products to prospective consumers under (somewhat) realistic purchase conditions to see how they react. </p><ul><li><p>Three types: standard, controlled, and simulated test markets.</p></li></ul></li></ul><p></p>
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Standard test market

  • MOST REALISTIC.

  • Actually launch the product, but only in select cities that are similar to the larger target market, testing the complete marketing plan (product, price, place, promotion).

    • Downsides: expensive, and it lets competitors see and evaluate your product.

      • KFC potato bowl in Pittsburgh


<ul><li><p>MOST REALISTIC.</p></li><li><p>Actually launch the product, but only in select cities that are similar to the larger target market, testing the complete marketing plan (product, price, place, promotion).</p><ul><li><p>Downsides: expensive, and it lets competitors see and evaluate your product.</p><ul><li><p>KFC potato bowl in Pittsburgh</p></li></ul></li></ul></li></ul><p></p>
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Controlled test market

  • Contracting the entire test program to an OUTSIDE SERVICE (a research firm works with retailers to put the product on shelves).

    • Guarantees some distribution during the test and tends to be less expensive, but still gives competitors exposure and is not as accurate.


<ul><li><p>Contracting the entire test program to an OUTSIDE SERVICE (a research firm works with retailers to put the product on shelves). </p><ul><li><p>Guarantees some distribution during the test and tends to be less expensive, but still gives competitors exposure and is not as accurate.</p></li></ul></li></ul><p></p>
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Simulated test market

  • The most controlled option: a lab set up as a simulated retail space.

    • Cheapest, and minimizes or eliminates competitors seeing the product, but less realistic and less accurate than a standard test market.


<ul><li><p>The most controlled option: a lab set up as a simulated retail space. </p><ul><li><p>Cheapest, and minimizes or eliminates competitors seeing the product, but less realistic and less accurate than a standard test market.</p></li></ul></li></ul><p></p>
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NPD Stage 7: Commercialization

Finalize the positioning, pricing, distribution, and promotion needed for roll-out, then LAUNCH: full-scale production, regional rollouts.

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Shein growth exmaple

How Shein innovated and leveraged their position in test markets

  • High turnover rate with a small-batch model → “on-demand”

    • The platform monitors demand and adjusts manufacturing/suppliers as a result. “Don’t carry excess waste” applies in the factory, but not in terms of consumer waste.

  • Innovative market testing: real-time, small-batch testing to identify prominent trends and the success of which items are selling!


<p><strong>How Shein innovated and leveraged their position in test markets</strong></p><ul><li><p>High turnover rate with a small-batch model → “on-demand”</p><ul><li><p>The platform monitors demand and adjusts manufacturing/suppliers as a result. “Don’t carry excess waste” applies in the factory, but not in terms of consumer waste.</p></li></ul></li></ul><ul><li><p>Innovative market testing: real-time, small-batch testing to identify prominent trends and the success of which items are selling!</p></li></ul><p></p>
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END OF CHAPTER 9

END OF CHAPTER 9

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Product life cycle (PLC)

  • Describes the stages a product goes through in the marketplace (how its sales revenue changes over time): introduction, growth, maturity, decline.

    • Marketing strategy must change as a product moves through the PLC.

    • Before introduction comes product development: no sales, only development costs.


<ul><li><p>Describes the stages a product goes through in the marketplace (how its sales revenue changes over time): introduction, growth, maturity, decline. </p><ul><li><p>Marketing strategy must change as a product moves through the PLC. </p></li><li><p>Before introduction comes product development: no sales, only development costs.</p></li></ul></li></ul><p></p>
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PLC: Introduction stage

  • Full-scale launch into the marketplace.

    • Sales are low, and the failure rate is high; marketing and production costs are high (profits are negative).

      • If the product is innovative

        • Little competition

        • Promotion focuses on building product awareness and stimulating PRIMARY demand (for the category), not selective demand.


<ul><li><p>Full-scale launch into the marketplace. </p><ul><li><p>Sales are low, and the failure rate is high; marketing and production costs are high (profits are negative).</p><ul><li><p>If the product is innovative</p><ul><li><p>Little competition</p></li><li><p>Promotion focuses on building product awareness and stimulating PRIMARY demand (for the category), not selective demand.</p></li></ul></li></ul></li></ul></li></ul><p></p>
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PLC: Growth stage

  • Sales grow at an increasing rate, so many competitors enter.

    • The originator must now convince customers to prefer ITS brand: competing for SELECTIVE demand.

      • Large companies may acquire small pioneering firms; sales volume creates economies of scale.

      • Profits peak. (Tesla first had to educate people about EVs in general; once more EVs arrived, it had to promote Tesla itself.)


<ul><li><p>Sales grow at an increasing rate, so many competitors enter. </p><ul><li><p>The originator must now convince customers to prefer ITS brand: competing for SELECTIVE demand. </p><ul><li><p>Large companies may acquire small pioneering firms; sales volume creates economies of scale. </p></li><li><p>Profits peak. (Tesla first had to educate people about EVs in general; once more EVs arrived, it had to promote Tesla itself.)</p></li></ul></li></ul></li></ul><p></p>
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Primary demand vs Selective demand

  • Primary demand

    • Demand for the product CATEGORY or class as a whole (e.g., getting people to want EVs in general).

      • The focus in the introduction stage.

  • Selective demand

    • Demand for a SPECIFIC BRAND within the category (e.g., getting people to want a Tesla over other EVs).

      • The focus once competitors enter in the growth stage.


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PLC: Maturity stage

  • Sales increase very slowly or plateau as the market approaches saturation (most consumers already own the product).

    • Typified by annual models that emphasize style over function, heavy promotions, and falling prices and profits.

    • Can be passed through quickly (fashions, trends) or last a long time (soft drinks, staples).


<ul><li><p>Sales increase very slowly or plateau as the market approaches saturation (most consumers already own the product). </p><ul><li><p>Typified by annual models that emphasize style over function, heavy promotions, and falling prices and profits. </p></li><li><p>Can be passed through quickly (fashions, trends) or last a long time (soft drinks, staples).</p></li></ul></li></ul><p></p>
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PLC: Decline stage

  • Signaled by a long-run drop in sales.

    • The rate of decline depends on how fast consumer tastes change or how fast SUBSTITUTE products are adopted.

    • Falling demand forces many companies out.

      • Strategies

        • Deletion

          • A decline-stage strategy: DROP the product from the product line.

        • Harvesting (or the PLC management strategies).

          • A decline-stage strategy: KEEP the product but REDUCE marketing costs (cut promotion efforts).


<ul><li><p>Signaled by a long-run drop in sales. </p><ul><li><p>The rate of decline depends on how fast consumer tastes change or how fast SUBSTITUTE products are adopted. </p></li><li><p>Falling demand forces many companies out. </p><ul><li><p>Strategies</p><ul><li><p>Deletion</p><ul><li><p>A decline-stage strategy: DROP the product from the product line.</p></li></ul></li><li><p>Harvesting (or the PLC management strategies).</p><ul><li><p>A decline-stage strategy: KEEP the product but REDUCE marketing costs (cut promotion efforts).</p></li></ul></li></ul></li></ul></li></ul></li></ul><p></p>
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Technological innovation and PLCs

  • A product's life cycle can be cut short by new technology in the market: cassette tapes were replaced by CDs, which were replaced by digital music and streaming.


<ul><li><p>A product's life cycle can be cut short by new technology in the market: cassette tapes were replaced by CDs, which were replaced by digital music and streaming.</p></li></ul><p></p>
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Alternative PLCs: Fad, fashion, classic, slow starter

  • Fad

    • Quickly popular, then quickly uninteresting: a sharp rise and sharp fall.

  • Fashion

    • Seasonal demand with multiple peaks: it rises, declines, and comes back.

  • Classic

    • An innovative product that survives the introduction stage and then keeps steady sales for a long time.

  • Slow starter

    • A prolonged introduction with low sales before a big boom.

      • E.g., the Stanley Quencher: launched in 2016 to Stanley's traditional outdoorsy male customer base, sold poorly, and was nearly dropped in 2019, then took off from 2020-2023 after a major marketing change.


<ul><li><p>Fad</p><ul><li><p>Quickly popular, then quickly uninteresting: a sharp rise and sharp fall.</p></li></ul></li><li><p>Fashion</p><ul><li><p>Seasonal demand with multiple peaks: it rises, declines, and comes back.</p></li></ul></li><li><p>Classic</p><ul><li><p>An innovative product that survives the introduction stage and then keeps steady sales for a long time.</p></li></ul></li><li><p>Slow starter</p><ul><li><p>A prolonged introduction with low sales before a big boom. </p><ul><li><p>E.g., the Stanley Quencher: launched in 2016 to Stanley's traditional outdoorsy male customer base, sold poorly, and was nearly dropped in 2019, then took off from 2020-2023 after a major marketing change.</p></li></ul></li></ul></li></ul><p></p>
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Are deletion and harvesting the only decline-stage options?

No. Firms can also manage the PLC by modifying the product, modifying the market, or repositioning the product (e.g., Stanley Quencher).

<p>No. Firms can also manage the PLC by modifying the product, modifying the market, or repositioning the product (e.g., Stanley Quencher).</p>
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Managing the PLC: modifying the product

  • Alter one or more of the product's characteristics to increase its value to customers and increase sales.

    • Stanley added new pastel colors, custom options, and collabs.


<ul><li><p>Alter one or more of the product's characteristics to increase its value to customers and increase sales. </p><ul><li><p>Stanley added new pastel colors, custom options, and collabs.</p></li></ul></li></ul><p></p>
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Managing the PLC: modifying the market

  • Change WHO buys it and how often they use it: find new customers (new segments), or change the product's use (when, how, and how often).

    • Stanley targeted new customers (women) instead of outdoorsy men.


<ul><li><p>Change WHO buys it and how often they use it: find new customers (new segments), or change the product's use (when, how, and how often). </p><ul><li><p>Stanley targeted new customers (women) instead of outdoorsy men.</p></li></ul></li></ul><p></p>
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Managing the PLC: repositioning the product

  • Change the place (image) the product holds in consumers' minds relative to competitors.

    • Stanley used influencer and social media marketing to reposition the Quencher from a rugged outdoor tool to a fashionable accessory and lifestyle brand.


<ul><li><p>Change the place (image) the product holds in consumers' minds relative to competitors.</p><ul><li><p>Stanley used influencer and social media marketing to reposition the Quencher from a rugged outdoor tool to a fashionable accessory and lifestyle brand.</p></li></ul></li></ul><p></p>
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Adoption Vs. Diffusion

  • Adoption

    • The process by which a consumer or business customer BEGINS to buy and use a new good, service, or idea.

  • Diffusion

    • How the use of a product SPREADS throughout a population, i.e., how it's gradually adopted across the population.


<ul><li><p>Adoption</p><ul><li><p>The process by which a consumer or business customer BEGINS to buy and use a new good, service, or idea.</p></li></ul></li><li><p>Diffusion</p><ul><li><p>How the use of a product SPREADS throughout a population, i.e., how it's gradually adopted across the population.</p></li></ul></li></ul><p></p>
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Adopter categories (list, in order)

Innovators (2.5%), Early adopters (13.5%), Early majority (34%), Late majority (34%), Laggards (16%).

<p>Innovators (2.5%), Early adopters (13.5%), Early majority (34%), Late majority (34%), Laggards (16%).</p>
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Innovators

  • About 2.5%; the FIRST to accept a new idea or product.

    • Venturesome and willing to take risks; higher education.

      • Rely heavily on IMPERSONAL information sources because little user experience or word of mouth exists yet.


<ul><li><p>About 2.5%; the FIRST to accept a new idea or product. </p><ul><li><p>Venturesome and willing to take risks; higher education. </p><ul><li><p>Rely heavily on IMPERSONAL information sources because little user experience or word of mouth exists yet.</p></li></ul></li></ul></li></ul><p></p>
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Early adopters

  • About 13.5%; adopt after innovators but before the mainstream.

    • Respected as trendsetters and OPINION LEADERS whose recommendations influence many others; help a product move from a niche to a broader audience.

      • Stanley example: The Buy Guide (a group of moms/women influencers) adopted the Quencher early in 2019, and their posts caused an early boom.


<ul><li><p>About 13.5%; adopt after innovators but before the mainstream. </p><ul><li><p>Respected as trendsetters and OPINION LEADERS whose recommendations influence many others; help a product move from a niche to a broader audience. </p><ul><li><p>Stanley example: The Buy Guide (a group of moms/women influencers) adopted the Quencher early in 2019, and their posts caused an early boom.</p></li></ul></li></ul></li></ul><p></p>
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Early majority vs. Late majority

  • Early

    • About 34%; adopt BEFORE the mean time of adoption.

      • Deliberate and cautious compared with early adopters; many informal social contacts.

  • Late

    • About 34%; adopt AFTER the mean time of adoption. Generally older, more conservative, skeptical.

      • PEERS are their primary information source. Wait until the product is a necessity and/or there's peer pressure to adopt.


<ul><li><p>Early</p><ul><li><p>About 34%; adopt BEFORE the mean time of adoption. </p><ul><li><p>Deliberate and cautious compared with early adopters; many informal social contacts.</p></li></ul></li></ul></li><li><p>Late</p><ul><li><p>About 34%; adopt AFTER the mean time of adoption. Generally older, more conservative, skeptical. </p><ul><li><p>PEERS are their primary information source. Wait until the product is a necessity and/or there's peer pressure to adopt.</p></li></ul></li></ul></li></ul><p></p>
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Laggards

  • About 16%; the LAST to adopt.

    • Skeptical of change and resistant to new ideas; neighbors and friends are their information sources.

    • The product may already have been replaced by another innovation by the time they adopt.


<ul><li><p>About 16%; the LAST to adopt.</p><ul><li><p>Skeptical of change and resistant to new ideas; neighbors and friends are their information sources. </p></li><li><p>The product may already have been replaced by another innovation by the time they adopt.</p></li></ul></li></ul><p></p>
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Barriers to adoption affecting the diffusion process

  • Cold start problem

    • Getting the EARLY customers is often the hardest part of diffusion.

  • Usage barrier

    • The product is NOT COMPATIBLE with existing habits.

  • Value barrier

    • The product provides NO INCENTIVE to change (not enough added value over what consumers already use).

  • Risk barrier

    • PHYSICAL, ECONOMIC, or SOCIAL risks of using the product.

  • Psychological barrier

    • E.g., CULTURAL differences or IMAGE concerns.


<ul><li><p>Cold start problem</p><ul><li><p>Getting the EARLY customers is often the hardest part of diffusion.</p></li></ul></li><li><p>Usage barrier</p><ul><li><p>The product is NOT COMPATIBLE with existing habits.</p></li></ul></li><li><p>Value barrier</p><ul><li><p>The product provides NO INCENTIVE to change (not enough added value over what consumers already use).</p></li></ul></li><li><p>Risk barrier</p><ul><li><p>PHYSICAL, ECONOMIC, or SOCIAL risks of using the product.</p></li></ul></li><li><p>Psychological barrier</p><ul><li><p>E.g., CULTURAL differences or IMAGE concerns.</p></li></ul></li></ul><p></p>
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Brand (definition) + What does a brand mean to a consumer? + The role of the brand (2 parts).

  • A name, term, symbol, logo, or any other unique element that identifies one firm's product(s) and sets it apart from the competition.

    • It's the COMBINATION of these, not one by itself.

  • It's a SIGNAL or a PROMISE (hopefully of quality).

    • Consumers make assumptions about reliability and trust based on the brand.

  • Role

    • (1) Signaling information about the PRODUCT (quality, reliability).

    • (2) Signaling information about CONSUMERS themselves (what owning it says about you).


<ul><li><p>A name, term, symbol, logo, or any other unique element that identifies one firm's product(s) and sets it apart from the competition. </p><ul><li><p>It's the COMBINATION of these, not one by itself.</p></li></ul></li><li><p>It's a SIGNAL or a PROMISE (hopefully of quality). </p><ul><li><p>Consumers make assumptions about reliability and trust based on the brand.</p></li></ul></li><li><p>Role</p><ul><li><p>(1) Signaling information about the PRODUCT (quality, reliability). </p></li><li><p>(2) Signaling information about CONSUMERS themselves (what owning it says about you).</p></li></ul></li></ul><p></p>
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Why is branding important? (the power of brands)

  • People pay more for exactly the same thing because they TRUST the brand.

  • Consumers align or identify themselves with brands and may even defend a brand, treating an attack on the brand as an attack on themselves.

    • Brands also create brand equity and competitive advantage.


<ul><li><p>People pay more for exactly the same thing because they TRUST the brand. </p></li><li><p>Consumers align or identify themselves with brands and may even defend a brand, treating an attack on the brand as an attack on themselves. </p><ul><li><p>Brands also create brand equity and competitive advantage.</p></li></ul></li></ul><p></p>
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Brand personality

  • A set of HUMAN characteristics associated with a brand.

    • Consumers assign traits to products (traditional, romantic, sophisticated, rebellious) and choose brands consistent with their own or desired self-image.

      • E.g., Coca-Cola: all-American and authentic; Pepsi: young and exciting; Dr Pepper: nonconforming and unique.


<ul><li><p>A set of HUMAN characteristics associated with a brand. </p><ul><li><p>Consumers assign traits to products (traditional, romantic, sophisticated, rebellious) and choose brands consistent with their own or desired self-image. </p><ul><li><p>E.g., Coca-Cola: all-American and authentic; Pepsi: young and exciting; Dr Pepper: nonconforming and unique.</p></li></ul></li></ul></li></ul><p></p>
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Brand equity

  • A brand's VALUE to its organization: the added value a brand gives a product beyond its functional benefits.

    • It can provide competitive advantage and a higher willingness to pay, and it's financially valuable (e.g., the Whole Foods name was a big part of Amazon's purchase price).


<ul><li><p>A brand's VALUE to its organization: the added value a brand gives a product beyond its functional benefits. </p><ul><li><p>It can provide competitive advantage and a higher willingness to pay, and it's financially valuable (e.g., the Whole Foods name was a big part of Amazon's purchase price).</p></li></ul></li></ul><p></p>
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Branding strategies

  • Multiproduct (family/corporate branding)

    • Market ALL (or a group of) a firm's products under ONE umbrella brand.

  • Multibranding

    • EACH product has its OWN separate brand name (e.g., P&G's Tide, Gain, Downy).

  • Private label

    • The manufacturer brands its products under the RETAILER'S name. E.g., Costco's Kirkland, Whole Foods' 365.

  • Mixed branding

    • A firm markets products under its OWN brand names AND under the brand name of a RESELLER.


<ul><li><p>Multiproduct (family/corporate branding)</p><ul><li><p>Market ALL (or a group of) a firm's products under ONE umbrella brand.</p></li></ul></li><li><p>Multibranding</p><ul><li><p>EACH product has its OWN separate brand name (e.g., P&amp;G's Tide, Gain, Downy).</p></li></ul></li><li><p>Private label</p><ul><li><p>The manufacturer brands its products under the RETAILER'S name. E.g., Costco's Kirkland, Whole Foods' 365.</p></li></ul></li><li><p>Mixed branding</p><ul><li><p>A firm markets products under its OWN brand names AND under the brand name of a RESELLER.</p></li></ul></li></ul><p></p>
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Licensing vs Co-Branding

  • Licensing

    • One firm SELLS THE RIGHT for another firm to use its brand under specific circumstances.

  • Co-branding

    • Two or more brands COLLABORATE to create a new product, service, or experience that benefits both brands.


<ul><li><p>Licensing</p><ul><li><p>One firm SELLS THE RIGHT for another firm to use its brand under specific circumstances.</p></li></ul></li><li><p>Co-branding</p><ul><li><p>Two or more brands COLLABORATE to create a new product, service, or experience that benefits both brands.</p></li></ul></li></ul><p></p>