260x Filetype PPTX File size 1.28 MB Source: foster.uw.edu
Agenda
Introduction
Research Methods and Data
Marketing Engineering Analysis
Markstrat Simulation (Part II)
Marketing Strategy Project
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Is Marketing an Art or a
Science?
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Marketing is Transitioning from an Art to a
Science
Global 1,000 companies spend over $1 trillion on
marketing, but only about 16% use marketing analytics
One unit increase in use of marketing analytics (7 point scale) led to a
8% increase in ROA (70M$ in net income) for Fortune 500 firms
Same change in competitive markets where customer needs are
changing led to 21% increase in ROA (180M$ in net income)
Different study shows marketing productivity increases by 5 – 10%
with minimal additional costs
“You can count on us to combine a strong quantitative and
analytical culture with a willingness to make bold decisions.
As we do so, we’ll start with the customer and work
backwards. In our judgment, that is the best way to create
shareholder value.” (Jeff Bezos in letter to shareholders)
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Data Insights for Action Analysis
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Key Steps in Marketing Research
1. Define question or decision (importance,
timing)
E.g., How best to acquire new customers?
E.g., Should we launch this new product?
2. Decide on research “methods and models”
Qualitative (e.g., interviews, focus groups)
Quantitative (e.g., experiments, models)
3. Collect data
Sampling and source (e.g., survey, CRM, interviews)
4. Perform analyses
Decision type & variables (e.g., go/no go, tradeoffs)
Analysis/model (e.g., cluster, choice, conjoint)
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