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Segmentation
and Targeting
Outline
▪ The segmentation-targeting-positioning
(STP) framework
▪ Segmentation
□ The concept of market segmentation
□ Managing the segmentation process
□ Deriving market segments and describing
the segments
▪ Step 1: Cluster analysis
▪ Step 2: Discriminant analysis
▪ Targeting
STP – Segmentation, Targeting, Positioning Product Price Communication Distribution All consumers in the market Target market segment(s)
Marketing mix
Marketing strategies
of competitors
Target marketing
and positioning
How STP creates value
▪ More focused marketing efforts can better meet
customer needs
▪ Customers develop preferences for offerings that
deliver greater value and satisfaction
▪ Customers become loyal to the brand and the firm if
the brand/firm provides value and satisfaction
▪ Loyalty leads to greater market share and insulates
the firm from competition
▪ Profitability increases
Market segmentation Partitioning a market that is characterized by heterogeneity in customers’ response to the marketing mix into more homo- geneous submarkets.
Differentiating segments based on differences in customer response marketing variable Response
Segment B
Segment A
A 1 A 2 B 1 B 2 x 1 x 2
Problems with many segmentations
▪ Markets can be segmented using many different
variables, but these variables may not capture
differences in response to the marketing mix;
▪ Product-specific segmentation bases are usually better
indicators of differences in customer response than
general segmentation bases;
▪ Particularly motivational variables (purchase motivations,
customer needs, benefits sought) are important for
segmentation;
▪ However, they are not directly observable, so they have
to be supplemented with managerially useful descriptors
that characterize the segments;
Identifying segment members marketing variable Response
Segment B
Segment A
A 1 A 2 B 1 B 2 x 1 x 2 Who’s this? Who’s this?
Recommendation
▪ Use product-specific segmentation bases (esp.
purchase motivations and product benefits sought)
to derive segments (segmentation variables):
difference in response is key
▪ Use general segmentation bases (esp. readily
observable customer characteristics) to profile the
segments (discriminant variables): identifiability is
key
Managing the segmentation process
▪ Define the segmentation problem
□ Objectives, resources, and constraints
▪ Identify data needs
□ Primary vs. secondary data □ Sample definition (category users, existing customers, heavy vs. light users, loyals vs. switchers) □ Segmentation and discriminant variables (based on available data and/or qualitative research)
▪ Conduct the segmentation study and analyze the data
□ Step 1: Derive the market segments (cluster analysis)
□ Step 2: Describe the market segments (discriminant
analysis)
▪ Implement the results
Observations / Segmentation Variables R1 10 10 R2 8 9 R3 5 6 R4 6 5 R5 3 3 R6 1 2
A simple segmentation example:
Preferences of 6 consumers for 2 attributes of beer
A simple segmentation example:
Preferences of 6 consumers for 2 attributes of beer
Actual segments in the beer market (based on Consumer Reports)
less bitter more
Craft ales Craft lagers Imported lagers N.A. beer Regular and ice beer Light beers
Segmentation in the real world
▪ In practice, we have
□ Many potential customers
□ Many segmentation variables
▪ What to do?
Custer analysis to the rescue!