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Your Learning Outcomes
Spring 2011
•By the end of this session
you should be able to:
•Evaluate research suppliers and
proposals
•Apply and manage the
marketing research process
more efficiently and effectively
•Avoid common pitfalls in
research design
© Linda Gorchels
Do you really
need a
research
project to
answer this
question?
© Linda Gorchels
If so, what
type of
research
should be
done?
© Linda Gorchels
Do you have
the skills to
do it, or
should it be
contracted
out?
© Linda Gorchels
If you
contract
out, what
should you
look for in a
supplier?
© Linda Gorchels
• What is the risk of a “wrong”
decision?
• Does the benefit exceed the
cost?
• Is the decision already made?
• Can the “right” data be
compiled within the desired
time frame?© Linda Gorchels
To gain customer insights,
as well as marketplace
facts and acumen, that aid
in business design,
product development, and
marketing success factors.
The ROI of marketing
research is based on the
value of the improvement
in decision making.
© Linda Gorchels
The true value of
research is not in
what it allows us to
know, but in what
it allows us to do
© Linda Gorchels
•It helps “shape” research
•Better problem definition
•Potential methodology design
•Comparative data
•But you must “vet” the source
•Adequacy of “fit”
•Purpose of original research
•General evidence of quality
© Linda Gorchels
• Time frame
• Data requirements
– qualitative vs. quantitative
– sample size
– methodology
• Training & control
• Response rate requirements
© Linda Gorchels
Qualitative, quantitative or experimental?
Qualitative Quantitative Experimental
Pro
In-depth data
Can be faster
Obtains attitudes
Projectable
Can obtain facts and
attitudes
Finds relationships
Studies actual rather
than anticipated acts
Con
Not projectable
Analysis subjective
Needs small samples
Less explanatory
Non-response bias
Rigid procedure
Can be artificial
Primarily studies
actions, behavior
Rigid
Example
techniques
Focus groups
Depth interviews
Ethnography
Customer visits
Surveys
Observation studies
(structured)
Panels
Test marketing
“Split testing”
Database models
Applications
Concept testing
Product idea
generation
Quantification of
market / forecast
Descriptive studies
New product strategy
Website design
Price changes
© Linda Gorchels
Market research variations
Formal Informal
One-time Continuous
Internal External
Qualitative Quantitative
Syndicated Custom
Exploratory Causal
experiments
Website and online surveys
Call reports
CSR queries
Sales records Industry statistics
Key questions
Tracking studies
Secondary research
Case study
Audits
Panels
Observations
© Linda Gorchels
• Do you have the internal
expertise and resources?
• Can resources be leveraged
by using external parties?
• What research and analysis
can be done internally and
which parts could be done
externally?
© Linda Gorchels
Your internal / external roles vary with each step
Define problem
Schedule process
Design project
Plan field procedures
Devise questionnaire
Collect/edit data
Process data
Examine findings
Make decision(s)
External Internal
•Clarify marketing decision
•Choose internal or external
•Select supplier
•Negotiate procedures
•Monitor time line
•Approve process
•Monitor plan
•Approve questionnaire
•Monitor activities
•Approve editing
•Suggest results format
•Review findings
•Evaluate supplier
•Initiate action plan
•Develop time line
•Establish control chart
•Identify process
•Determine sampling
•Train interviewers
•Increase response rate
•Develop questions
•Format questionnaire
•Collect data
•Code and edit
•Run frequencies
•Analyze data
•Prepare report &
recommendations
© Linda Gorchels
• Strategic
– assess market information
needs continuously
– interpret marketplace signals
– assist strategic planning
efforts
– collect information for strategic
planning
– recommend research projects
• Tactical
• Operational
© Linda Gorchels
• Strategic
• Tactical
– conduct projects to help with plan
implementation
– prepare cost/benefit analyses for
proposals
– meet with internal clients to discuss
needs
– conduct customer satisfaction studies
(benchmark surveys, updates)
– participate on product development
teams
• Operational
© Linda Gorchels
• Strategic
• Tactical
• Operational
– prepare / revise database specs
– store and retrieve data as needed
– conduct secondary research as
needed
– provide intelligence reports
– maintain a time log for budget
purposes
– input customer satisfaction data
(complaints, etc.)
© Linda Gorchels
How do you gather strategic information about the industry and the
competitive arena? About technology trends and changes? About
markets and customers? About any and all factors that could impact
your competitive advantage?
How do you gather tactical information about competitors’ actions and
products? Have you built in ongoing intelligence gathering processes?
What improvements can you make to your strategic, tactical and
operational marketing research efforts?
• Detail needed expertise
(technical competence, industry
knowledge, facilities, etc.)
• Cull a short list of apt firms
• Interview the company and
project manager
• Ask about projects that may
infringe on confidentiality.
• Solicit proposals from 2-3 firms
to compare capabilities.
• Check references & job quality
© Linda Gorchels
• Issue a written request for proposal
(RFP) that specifies: (1) topic, (2)
specific information needed, (3)
possible research methods, (4) how
results are to be reported, (5)
deadlines, (6) business matters such
as payment terms, confidentiality,
rights to raw data, and rights to audit
the suppliers’ records.
• Issue an RFP that specifies a budget
for the project rather than the
preferred methods.
• Verbally provide RFP-type information
to potential suppliers.
Source: Marcia Kasieta
• Statement of marketing problem
– (shared insight of information needs)
• Objectives and limits of project
– (what will and will not be investigated)
• Research approach
– (research method, sample design,
hypotheses, quality control)
• Estimates of time and personnel
requirements
– (time schedules, job assignments)
• Cost estimates
– (fees, direct expenses, contingencies)
• Optional appendices
– (credentials, “dummy tables”)
The research
proposal should
demonstrate that
the prospective
supplier understands
the decision to be
made.
© Linda Gorchels
Disparages competing researchers
Indicates a willingness to violate
professional ethics
Makes extravagant promises or
provides vague research descriptions
Does not listen
© Linda Gorchels
• Subcontracting
• Training & supervision
• Validation of interviews
• Sampling control
procedures
• Verification of data entry
& editing
© Linda Gorchels
Scope the research project
• Always start with a
clear understanding of
the business or
marketing decision you
will be making on the
basis of the marketing
research.
• Provide a clear scoping
of the marketing
research project.
© Linda
Gorchels
Marketing research process
Design Collect
AnalyzeDecide
© Linda Gorchels
Design the project
Design Collect
AnalyzeDecide
• Minimize total error
• Re-clarify the decision-
making context
• Envision the end results
• Select and map out the
project plan
© Linda Gorchels
Identify and reduce total errors
• No one research approach
has the “right” answer
• Comparing input from
different angles increases
your likelihood of “good”
data
© Linda Gorchels
Marketing issue:
“Should we increase price? If so, how?”
Research questions:
 Have customers been
price sensitive in the
past?
 Does it vary by
segment?
 What is the likely
competitive response
based on past history?
 Can perceived value be
affected by feature
changes?
 How strong is customer
loyalty?
Research approaches:
Examine sales records to estimate price
sensitivity to past changes.
Compare profiles of customers most and
least price sensitive.
Study call reports to determine patterns of
competitive response.
Study won/lost reports.
Visit customers to study product
applications and potential
improvements.
Survey customers to determine importance
and value of specific features and
cross-tabulate by segment.
Analyze customer records to assess length
of patronage.
Ask selected customers about image.
© Linda Gorchels
Product research paths vary
New-to-the-world
product
New-to-the-
company product
Addition to product
line
Repositioned
product
Relationship to market
Customer visits,
ethnography,
lead user input,
open innovation,
solution focus
Trend projections,
lead user input,
market intuition
Traditional
surveys and
voice of
customer
techniques
Non-customer
ethnography,
analogous industry
research, expanded
qualitative research
Derivative product
Platform product
Newness
Familiarity
Existing
customers
Similar
customers
Tangential
markets
Unfamiliar
markets
© Linda Gorchels
Ethnography
© Linda Gorchels
• Envision the results of the
research in a format
appropriate for decision
making
• “Draw” the tables or visuals
you would like to see in the
final report
Collect the data
Design Collect
AnalyzeDecide
• Prepare field procedures
• Develop questionnaire
• Run pilot study
• Collect data
− code & edit
© Linda Gorchels
• Carefully describe population
– (demographic, geographic, time
constraints)
• Identify sampling frame
– (listing of population elements)
• Select sampling procedure
– (probability or nonprobability)
• Determine sample size
– (fixed or sequential)
© Linda Gorchels
• Probability sample
–simple random sample
–stratified random sample
–cluster (area) sample
• Nonprobability sample
–convenience sample
–judgment sample
–quota sample
© Linda Gorchels
• What the survey is about (without biasing)
• When the survey is to start and end
• How to select respondents
• How to initiate interviews
• How each question should be asked and
in what order
• Methods of probing, encouraging
responses, and aiding memory
• How each questionnaire is to be examined
• What to do with the completed
questionnaires
• When and how the interviewer will be paid
© Linda Gorchels
• Information required
– (qualitative or quantitative)
• Question content
– (necessary, sufficient & appropriate)
• Response format
– (relevant structuring, positioning & categories)
• Question wording
– (clear and unambiguous)
• Question sequence
– (anchoring & skip patterns)
• Physical characteristics
© Linda Gorchels
How interesting is the question?
Please rate the overall
information content
on this web site
Story:
If you could wave a magic wand and
make a new page for this web site,
what would it do or say?
Game:
You’ve asked us to improve the
information content on this web site.
Here are some different changes we
thought of and what they would cost.
If you had $5,000 to spend, which
would you choose?
Bland, basic question: Increasing engagement:
© Linda Gorchels
• Field procedures
– (training, supervision, quality
control)
• Reducing errors
– (response and nonresponse errors)
• Editing
– (field & office edit)
• Coding
– (precoding and creating a
codebook)
© Linda Gorchels
Focus group process
Design project
Prepare field
procedures
Develop
questionnaire
Collect data
Process data
Examine findings
Size and composition of group
Number of groups
Location & physical environment
Roles & responsibilities
Recruit participants
Arrange facilities
Train / prepare moderator
Develop discussion guide
Moderate session(s)
Tape session
Review tape, discussion guide
Write / evaluate report
© Linda Gorchels
• Start the discussion by conveying
the research purpose and framing
the group dynamic
• Pace the session
• Encourage full involvement
• Use open, unstructured questions
• Probe for more depth
• Listen actively
• Treat conflicting points of view
equally
• Develop contingency plans
© Linda Gorchels
Digital media might play a role
Qualitative
• Informal website
surveys
• Open-ended questions
& comments
• Online panels
• Monitor Twitter and
Facebook “chatter”
• Look for trends on
LinkedIn and blogs
• May provide
“secondary data” for
problem definition
Quantitative
• Email invitations to specific
random sample
• Closed -ended questions
• Limited response options
• Provides some hard data
that might be projected to a
larger audience
• May be able to connect with
qualitative data for more
insights
Qualitative Research
Quantitative Research
© Linda Gorchels
• Field procedures
– (training, supervision, quality
control)
• Reducing errors
– (response and nonresponse errors)
• Editing
– (field & office edit)
• Coding
– (precoding and creating a
codebook)
© Linda Gorchels
Analyze results
Design Collect
AnalyzeDecide
Identify patterns and
surprises
© Linda Gorchels
• Start with basic analyses first
– frequencies, tabs, crosstabs
• Address outliers
– weight, eliminate or leave as is
• Know what you want from the
data
– for more advanced statistics
• Match statistics with data type
– categorical vs. continuous data
© Linda Gorchels
• Describe or profile (e.g.,
segments)
• Determine relationships
between variables
• Determine meaningful
differences between groups
• Collapse data into groups
• Forecast or project
performance
© Linda Gorchels
Independent Variable
Dependent
Variable
Categorical Continuous
Categorical Chi-Square Discriminant
Continuous ANOVA Linear
regression
© Linda Gorchels
Make decision(s)
Design Collect
AnalyzeDecide
• Prepare report
• Evaluate project
• Implement findings
© Linda Gorchels
• Executive summary
• Statement of why research
conducted
• Research design/methodology
• Data findings
• Interpretations of results
• Recommendations
• Limitations
• Next steps (if relevant)
© Linda Gorchels
• Executive summary,
background
• Methodology description
• Predispositions
• Moderator / client
• Panel members
• Findings
• Topical responses
• Reactions to props
• Summary and implications
© Linda Gorchels
• Present findings to decision
makers, using visuals as
appropriate
• Develop (or assist with
development of) plan to
implement results
• Database results, searchable
for future projects
• Evaluate any external vendors
used in the process
© Linda Gorchels
How thoroughly do you scope your research projects? What steps do you take
to minimize total error? Do you consider all approaches to marketing research,
or do you jump to the same approach you have always used? Do you know
when to use focus groups, ethnography, surveys, experiments, and other types
of research?
Do you pilot test your data collection instruments (questionnaires) before using
them? How strong is your quality control over the marketing research process?
At the conclusion of the project do you fully implement results? Do you evaluate
the effectiveness of the process and (if relevant) the supplier?
There are several people who taught in and/or
contributed to this course over the years. I would like
to thank the main contributors as listed below.
Tim Aurand
Cheryl Bann
Steve Bork
Dennis Boyce
Bob Fichtner
Marcia Kassieta
Bob Shaver
Monika Wingate
Just as we routinely upgrade computer systems, we must upgrade our
own knowledge systems. Linda has helped over 10,000 people over a
25+ year period with these educational upgrades, merging anecdotal
client experience with researched “best practices,” and sharing the
resulting insights with managers and executives. After working in the
office products, publishing and insurance industries, she joined UW-
Madison’s Center for Professional and Executive Development, both as
a corporate trainer and program director. Now, as a director emerita,
she provides workshops for select clients.
An award-winning author of The Product Manager’s Handbook, she has
also written The Product Manager’s Field Guide, The Manager’s Guide
to Distribution Channels, Business Model Renewal, and Product
Management ShortRead Series.
Linda is now a blogger, mystery author and Creativity Curator for her
own company, Tomorrow’s Mysteries, LLC.
Linda M. Gorchels
For more information, refer to the following books on
Amazon, follow my blogs, and download several free
articles from my website, BrainSnacksCafe.com.
The Product Management ShortRead Series is a
collection of “bite-sized” (about 100 pages)
books on selected topics .
Product Management 101 and
Product Strategy & Roadmaps
were published in January 2017.
Creatively Innovative is scheduled for late 2017.
Linda Gorchels
BrainSnacksCafe.com
Download free articles and
presentations from my website, follow
my blogs, sign up for my newsletter.

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Designing and managing marketing research projects

  • 1.
  • 2. Your Learning Outcomes Spring 2011 •By the end of this session you should be able to: •Evaluate research suppliers and proposals •Apply and manage the marketing research process more efficiently and effectively •Avoid common pitfalls in research design © Linda Gorchels
  • 3. Do you really need a research project to answer this question? © Linda Gorchels
  • 4. If so, what type of research should be done? © Linda Gorchels
  • 5. Do you have the skills to do it, or should it be contracted out? © Linda Gorchels
  • 6. If you contract out, what should you look for in a supplier? © Linda Gorchels
  • 7. • What is the risk of a “wrong” decision? • Does the benefit exceed the cost? • Is the decision already made? • Can the “right” data be compiled within the desired time frame?© Linda Gorchels
  • 8. To gain customer insights, as well as marketplace facts and acumen, that aid in business design, product development, and marketing success factors. The ROI of marketing research is based on the value of the improvement in decision making. © Linda Gorchels
  • 9. The true value of research is not in what it allows us to know, but in what it allows us to do © Linda Gorchels
  • 10. •It helps “shape” research •Better problem definition •Potential methodology design •Comparative data •But you must “vet” the source •Adequacy of “fit” •Purpose of original research •General evidence of quality © Linda Gorchels
  • 11. • Time frame • Data requirements – qualitative vs. quantitative – sample size – methodology • Training & control • Response rate requirements © Linda Gorchels
  • 12. Qualitative, quantitative or experimental? Qualitative Quantitative Experimental Pro In-depth data Can be faster Obtains attitudes Projectable Can obtain facts and attitudes Finds relationships Studies actual rather than anticipated acts Con Not projectable Analysis subjective Needs small samples Less explanatory Non-response bias Rigid procedure Can be artificial Primarily studies actions, behavior Rigid Example techniques Focus groups Depth interviews Ethnography Customer visits Surveys Observation studies (structured) Panels Test marketing “Split testing” Database models Applications Concept testing Product idea generation Quantification of market / forecast Descriptive studies New product strategy Website design Price changes © Linda Gorchels
  • 13. Market research variations Formal Informal One-time Continuous Internal External Qualitative Quantitative Syndicated Custom Exploratory Causal experiments Website and online surveys Call reports CSR queries Sales records Industry statistics Key questions Tracking studies Secondary research Case study Audits Panels Observations © Linda Gorchels
  • 14. • Do you have the internal expertise and resources? • Can resources be leveraged by using external parties? • What research and analysis can be done internally and which parts could be done externally? © Linda Gorchels
  • 15. Your internal / external roles vary with each step Define problem Schedule process Design project Plan field procedures Devise questionnaire Collect/edit data Process data Examine findings Make decision(s) External Internal •Clarify marketing decision •Choose internal or external •Select supplier •Negotiate procedures •Monitor time line •Approve process •Monitor plan •Approve questionnaire •Monitor activities •Approve editing •Suggest results format •Review findings •Evaluate supplier •Initiate action plan •Develop time line •Establish control chart •Identify process •Determine sampling •Train interviewers •Increase response rate •Develop questions •Format questionnaire •Collect data •Code and edit •Run frequencies •Analyze data •Prepare report & recommendations © Linda Gorchels
  • 16. • Strategic – assess market information needs continuously – interpret marketplace signals – assist strategic planning efforts – collect information for strategic planning – recommend research projects • Tactical • Operational © Linda Gorchels
  • 17. • Strategic • Tactical – conduct projects to help with plan implementation – prepare cost/benefit analyses for proposals – meet with internal clients to discuss needs – conduct customer satisfaction studies (benchmark surveys, updates) – participate on product development teams • Operational © Linda Gorchels
  • 18. • Strategic • Tactical • Operational – prepare / revise database specs – store and retrieve data as needed – conduct secondary research as needed – provide intelligence reports – maintain a time log for budget purposes – input customer satisfaction data (complaints, etc.) © Linda Gorchels
  • 19. How do you gather strategic information about the industry and the competitive arena? About technology trends and changes? About markets and customers? About any and all factors that could impact your competitive advantage? How do you gather tactical information about competitors’ actions and products? Have you built in ongoing intelligence gathering processes? What improvements can you make to your strategic, tactical and operational marketing research efforts?
  • 20. • Detail needed expertise (technical competence, industry knowledge, facilities, etc.) • Cull a short list of apt firms • Interview the company and project manager • Ask about projects that may infringe on confidentiality. • Solicit proposals from 2-3 firms to compare capabilities. • Check references & job quality © Linda Gorchels
  • 21. • Issue a written request for proposal (RFP) that specifies: (1) topic, (2) specific information needed, (3) possible research methods, (4) how results are to be reported, (5) deadlines, (6) business matters such as payment terms, confidentiality, rights to raw data, and rights to audit the suppliers’ records. • Issue an RFP that specifies a budget for the project rather than the preferred methods. • Verbally provide RFP-type information to potential suppliers. Source: Marcia Kasieta
  • 22. • Statement of marketing problem – (shared insight of information needs) • Objectives and limits of project – (what will and will not be investigated) • Research approach – (research method, sample design, hypotheses, quality control) • Estimates of time and personnel requirements – (time schedules, job assignments) • Cost estimates – (fees, direct expenses, contingencies) • Optional appendices – (credentials, “dummy tables”)
  • 23. The research proposal should demonstrate that the prospective supplier understands the decision to be made. © Linda Gorchels
  • 24. Disparages competing researchers Indicates a willingness to violate professional ethics Makes extravagant promises or provides vague research descriptions Does not listen © Linda Gorchels
  • 25. • Subcontracting • Training & supervision • Validation of interviews • Sampling control procedures • Verification of data entry & editing © Linda Gorchels
  • 26.
  • 28. • Always start with a clear understanding of the business or marketing decision you will be making on the basis of the marketing research. • Provide a clear scoping of the marketing research project. © Linda Gorchels
  • 29. Marketing research process Design Collect AnalyzeDecide © Linda Gorchels
  • 30. Design the project Design Collect AnalyzeDecide • Minimize total error • Re-clarify the decision- making context • Envision the end results • Select and map out the project plan © Linda Gorchels
  • 31. Identify and reduce total errors
  • 32. • No one research approach has the “right” answer • Comparing input from different angles increases your likelihood of “good” data © Linda Gorchels
  • 33. Marketing issue: “Should we increase price? If so, how?” Research questions:  Have customers been price sensitive in the past?  Does it vary by segment?  What is the likely competitive response based on past history?  Can perceived value be affected by feature changes?  How strong is customer loyalty? Research approaches: Examine sales records to estimate price sensitivity to past changes. Compare profiles of customers most and least price sensitive. Study call reports to determine patterns of competitive response. Study won/lost reports. Visit customers to study product applications and potential improvements. Survey customers to determine importance and value of specific features and cross-tabulate by segment. Analyze customer records to assess length of patronage. Ask selected customers about image. © Linda Gorchels
  • 34. Product research paths vary New-to-the-world product New-to-the- company product Addition to product line Repositioned product Relationship to market Customer visits, ethnography, lead user input, open innovation, solution focus Trend projections, lead user input, market intuition Traditional surveys and voice of customer techniques Non-customer ethnography, analogous industry research, expanded qualitative research Derivative product Platform product Newness Familiarity Existing customers Similar customers Tangential markets Unfamiliar markets © Linda Gorchels
  • 36. • Envision the results of the research in a format appropriate for decision making • “Draw” the tables or visuals you would like to see in the final report
  • 37. Collect the data Design Collect AnalyzeDecide • Prepare field procedures • Develop questionnaire • Run pilot study • Collect data − code & edit © Linda Gorchels
  • 38. • Carefully describe population – (demographic, geographic, time constraints) • Identify sampling frame – (listing of population elements) • Select sampling procedure – (probability or nonprobability) • Determine sample size – (fixed or sequential) © Linda Gorchels
  • 39. • Probability sample –simple random sample –stratified random sample –cluster (area) sample • Nonprobability sample –convenience sample –judgment sample –quota sample © Linda Gorchels
  • 40. • What the survey is about (without biasing) • When the survey is to start and end • How to select respondents • How to initiate interviews • How each question should be asked and in what order • Methods of probing, encouraging responses, and aiding memory • How each questionnaire is to be examined • What to do with the completed questionnaires • When and how the interviewer will be paid © Linda Gorchels
  • 41. • Information required – (qualitative or quantitative) • Question content – (necessary, sufficient & appropriate) • Response format – (relevant structuring, positioning & categories) • Question wording – (clear and unambiguous) • Question sequence – (anchoring & skip patterns) • Physical characteristics © Linda Gorchels
  • 42. How interesting is the question? Please rate the overall information content on this web site Story: If you could wave a magic wand and make a new page for this web site, what would it do or say? Game: You’ve asked us to improve the information content on this web site. Here are some different changes we thought of and what they would cost. If you had $5,000 to spend, which would you choose? Bland, basic question: Increasing engagement: © Linda Gorchels
  • 43. • Field procedures – (training, supervision, quality control) • Reducing errors – (response and nonresponse errors) • Editing – (field & office edit) • Coding – (precoding and creating a codebook) © Linda Gorchels
  • 44. Focus group process Design project Prepare field procedures Develop questionnaire Collect data Process data Examine findings Size and composition of group Number of groups Location & physical environment Roles & responsibilities Recruit participants Arrange facilities Train / prepare moderator Develop discussion guide Moderate session(s) Tape session Review tape, discussion guide Write / evaluate report © Linda Gorchels
  • 45. • Start the discussion by conveying the research purpose and framing the group dynamic • Pace the session • Encourage full involvement • Use open, unstructured questions • Probe for more depth • Listen actively • Treat conflicting points of view equally • Develop contingency plans © Linda Gorchels
  • 46. Digital media might play a role Qualitative • Informal website surveys • Open-ended questions & comments • Online panels • Monitor Twitter and Facebook “chatter” • Look for trends on LinkedIn and blogs • May provide “secondary data” for problem definition Quantitative • Email invitations to specific random sample • Closed -ended questions • Limited response options • Provides some hard data that might be projected to a larger audience • May be able to connect with qualitative data for more insights Qualitative Research Quantitative Research © Linda Gorchels
  • 47. • Field procedures – (training, supervision, quality control) • Reducing errors – (response and nonresponse errors) • Editing – (field & office edit) • Coding – (precoding and creating a codebook) © Linda Gorchels
  • 48. Analyze results Design Collect AnalyzeDecide Identify patterns and surprises © Linda Gorchels
  • 49. • Start with basic analyses first – frequencies, tabs, crosstabs • Address outliers – weight, eliminate or leave as is • Know what you want from the data – for more advanced statistics • Match statistics with data type – categorical vs. continuous data © Linda Gorchels
  • 50. • Describe or profile (e.g., segments) • Determine relationships between variables • Determine meaningful differences between groups • Collapse data into groups • Forecast or project performance © Linda Gorchels
  • 51. Independent Variable Dependent Variable Categorical Continuous Categorical Chi-Square Discriminant Continuous ANOVA Linear regression © Linda Gorchels
  • 52.
  • 53. Make decision(s) Design Collect AnalyzeDecide • Prepare report • Evaluate project • Implement findings © Linda Gorchels
  • 54. • Executive summary • Statement of why research conducted • Research design/methodology • Data findings • Interpretations of results • Recommendations • Limitations • Next steps (if relevant) © Linda Gorchels
  • 55. • Executive summary, background • Methodology description • Predispositions • Moderator / client • Panel members • Findings • Topical responses • Reactions to props • Summary and implications © Linda Gorchels
  • 56. • Present findings to decision makers, using visuals as appropriate • Develop (or assist with development of) plan to implement results • Database results, searchable for future projects • Evaluate any external vendors used in the process © Linda Gorchels
  • 57. How thoroughly do you scope your research projects? What steps do you take to minimize total error? Do you consider all approaches to marketing research, or do you jump to the same approach you have always used? Do you know when to use focus groups, ethnography, surveys, experiments, and other types of research? Do you pilot test your data collection instruments (questionnaires) before using them? How strong is your quality control over the marketing research process? At the conclusion of the project do you fully implement results? Do you evaluate the effectiveness of the process and (if relevant) the supplier?
  • 58. There are several people who taught in and/or contributed to this course over the years. I would like to thank the main contributors as listed below. Tim Aurand Cheryl Bann Steve Bork Dennis Boyce Bob Fichtner Marcia Kassieta Bob Shaver Monika Wingate
  • 59. Just as we routinely upgrade computer systems, we must upgrade our own knowledge systems. Linda has helped over 10,000 people over a 25+ year period with these educational upgrades, merging anecdotal client experience with researched “best practices,” and sharing the resulting insights with managers and executives. After working in the office products, publishing and insurance industries, she joined UW- Madison’s Center for Professional and Executive Development, both as a corporate trainer and program director. Now, as a director emerita, she provides workshops for select clients. An award-winning author of The Product Manager’s Handbook, she has also written The Product Manager’s Field Guide, The Manager’s Guide to Distribution Channels, Business Model Renewal, and Product Management ShortRead Series. Linda is now a blogger, mystery author and Creativity Curator for her own company, Tomorrow’s Mysteries, LLC. Linda M. Gorchels
  • 60. For more information, refer to the following books on Amazon, follow my blogs, and download several free articles from my website, BrainSnacksCafe.com. The Product Management ShortRead Series is a collection of “bite-sized” (about 100 pages) books on selected topics . Product Management 101 and Product Strategy & Roadmaps were published in January 2017. Creatively Innovative is scheduled for late 2017.
  • 61. Linda Gorchels BrainSnacksCafe.com Download free articles and presentations from my website, follow my blogs, sign up for my newsletter.