Data Analytics leads to Insights, Recommendations and Action. In this case study. Examine how audience behavior insights drive decisions on growth initiatives.
3. Vague:
How should I
improve my
marketing
spend?
Specific:
How can I
identify
underserved
customers?
Hypothesis:
What business
beliefs will we
test, and how?
Specific:
Only collect
the data you
need
Choices:
The right
methodologies
and techniques
How do your
findings answer
the business
question?
Business
Question
Analysis
Plan
Data
Collection
Insights
Recommend
Solutions
3# BDVD
A Test Methodology: B.A.D.I.R. *
# FutureM
* credit: www.aryng.com
4. Case Study #1:
Vague:
How should I
improve my
marketing
spend?
Specific:
How can I
identify
underserved
customers?
Business
Question
Analysis
Plan
Data
Collection
Insights
Recommend
Solutions
4# BDVD # FutureM
Hypothesis:
What business
beliefs will we
test, and how?
Specific:
Only collect
the data you
need
Choices:
The right
methodologies
and techniques
How do your
findings answer
the business
question?
5. Vague:
How should I
improve my
ticket sales?
Specific:
How can I
identify
productive
ticket sales
initiatives?
Case Study #1:
Business
Question
Analysis
Plan
Data
Collection
Insights
Recommend
Solutions
5# BDVD # FutureM
Hypothesis:
What business
beliefs will we
test, and how?
Specific:
Only collect
the data you
need
Choices:
The right
methodologies
and techniques
How do your
findings answer
the business
question?
6. Vague:
How should I
improve my
ticket sales?
Specific:
How can I
identify
productive
ticket sales
initiatives?
Case Study #1:
Hypotheses:
1. Will an early bird discount sell tickets?
2. Will a promo code help sell tickets?
3. Will a promo code stimulate referrals who buy?
4. Will people still buy at full price?
Let’s analyze current data
Business
Question
Analysis
Plan
Data
Collection
Insights
Recommend
Solutions
6# BDVD # FutureM
Hypothesis:
What business
beliefs will we
test, and how?
Specific:
Only collect
the data you
need
Choices:
The right
methodologies
and techniques
How do your
findings answer
the business
question?
7. Vague:
How should I
improve my
event
attendance?
Specific:
How can I
identify
productive
ticket sales
initiatives?
Case Study #1:
QTY PCT
231 28%
149 19%
262 32%
168 21%
810
Hypotheses:
1. Will an early bird discount sell tickets? . . . . . . . . .
2. Will a promo code help sell tickets? . . . . . . . . . . .
3. Will a promo code stimulate referrals who buy?
4. Will people still buy at full price?. . . . . . . . . . . . . .
Business
Question
Analysis
Plan
Data
Collection
Insights
Recommend
Solutions
7# BDVD # FutureM
Hypothesis:
What business
beliefs will we
test, and how?
Specific:
Only collect
the data you
need
Choices:
The right
methodologies
and techniques
How do your
findings answer
the business
question?
12. 1212
Business
Question
Analysis
Plan
Data
Collection
Insights
Recommend
Solutions
Case Study #1:
Next up:
Multichannel
attribution
Behavioral
Scoring
Social Sharing
impact
Geo/Pop/Wealth
12# BDVD # FutureM
QTY PCT
231 28%
149 19%
262 32%
168 21%
810
Hypotheses:
1. Will an early bird discount sell tickets? . . . . . . . . .
2. Will a promo code help sell tickets? . . . . . . . . . . .
3. Will a promo code stimulate referrals who buy?
4. Will people still buy at full price?. . . . . . . . . . . . . .
Hypotheses:
1. Which sources are most productive?
2. Which sources are most cost effective?
3. Which sources are the best audience match?
14. 14141414
Case Study #1:
Next up:
Multichannel
attribution
Behavioral
Scoring
Social Sharing
impact
Geo/Pop/Wealth
14# BDVD # FutureM
Business
Question