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1) CHAPTER 10: Marketing Research and Analytics
1) CHAPTER 10: Marketing Research and Analytics
Marketing Research
consists of a set of techniques and principles for systematically collecting, recording, analyzing, and interpreting data that can aid decisions makers involved in marketing goods, services, or ideas
Marketing Research Process
5 step process
MRP Step 1: defining the objectives & research need
first sign is a departure from normal or expected results
to determine whether to conduct research, two questions must be addressed
what info is needed to answer specific research questions
how should that info be obtained
MRP Step 2: designing the research
hypothesis: an informed guess or assumption about a certain problem or set of circumstances
accepted or rejected hypotheses act as conclusions for the research effort
identify type of data needed
MRP Step 3: collecting the data
includes secondary & primary data
Secondary Data
collected prior to the start of the research project
includes external & internal data
pros: inexpensive & fast access
External Data
includes government sources, trade associations and shows, periodicals, and corporate info
Internal Data
Includes organization’s own databased
Primary Data
collected to address specific research needs
includes focus groups, in-depth interviews, and surveys (sample)
pros: tailored & relevant
Sample
choose a group of customers who represent the customers of interest and generalize their opinions to the market segment
MRP Step 4: analyzing the data & developing insights
converting data into information that is useful in making more effective marketing decisions
data requires careful interpretation
managers must understand the research results & relate them to a context that permits effective marketing decisions
what insights can you develop by analyzing this data?
MRP Step 5: developing & implementing an action plan
executive summary
body of the report
conclusions
limitations
supplements, including tables, figures, and appendices
Secondary Research
a marketing research project often begins with a review of the relevant secondary data
Inexpensive Secondary Data
quickly accessed at relatively low cost
ex) US Bureau of the Census
Syndicated Data
and their services
generally more detailed, but can be very costly
ex) Nielsen!!! + more
Scanner Data
data from scanner reading of UPC labels at checkout
information helps firms assess what is happening in the marketplace
Panel Data
information collected from a group of consumers, organized into panels, over time
data collected from panelists often include records of purchases & responses to survey questions
Primary Research
collection techniques include qualitative data & quantitative data
Qualitative Data
yields descriptive non-numerical information
observation entails examining purchase and consumption behaviors
includes in-depth & focus group interviews
In-Depth Interviews
trained researchers ask questions one-on-one with a consumer
expensive and time-consuming
Focus Group Interviews
small group of 8 to 12 people with a trained moderator
now often take place online
unstructured
about new or existing products or services
Quantitative Data
yields empirical information that can be communicated through numbers
includes surveys, panel (and scanner based), and experimental research
Surveys
most popular type of quantitative data
questionnaires: a document that features a set of questions designed to gather information from respondents that will lead to more effective marketing decisions
structured vs unstructured response
close ended vs open ended
what to avoid when designing a questionnaire???
Panel (and Scanner Based Research)
can you either secondary or primary data
ex) new balance tester community
Experimental Research
experiment: a type of quantitative research that systematically manipulates one or more variables to determine which variables have a causal effect on other variables
can also be used on social media
Secondary Pros & Cons
pros: saves time since readily available, free or inexpensive (except for syndicated data)
cons: maybe not precisely relevant, maybe not timely, sources maybe not original, sources may be biased
Primary Pros & Cons
pros: specific to immediate data needs & topics at hand, offers behavioral insights
cons: costly, time-consuming, requires more training & experience
Big Data
data sets that are too large or complex to analyze with conventional data management and data mining software
enormous changes in recent years
accesses from numerous sources
sales transactions, customer relationship management (CRM) systems, websites, social media, blogs, locational devices, wearables
Data Warehouse
stored in large computer files
Data Mining
a variety of statistical tools used to analyze big data to uncover previously unknown patterns or relationships among variables stored in the data warehouse
5 V’s of Big Data
volume, variety, velocity, veracity, and value
Marketing Analytics (1)
used to make sense out of these data
firms can access big data that contain billions of pieces of customer information and purchase histories from many different sources in a variety of types and sizes
Marketing Analytics (2)
used to make marketing decisions that span all the elements of a firm’s current or planned marketing strategy, including:
how to determine marketing mix (4 P’s) data
how to determine which segments to target
how to understand and manage those customer segment
how to create micro-segmentation strategies at a local level
Descriptive Analytics Tools
helps firms organize, tabulate, and depict their available data, usually in easy-to-understand reports, tables, and charts
Predictive Analytics Tools
rely on historically available data to forecast the future, such as what is predicted to happen to a firm’s product sales in the next month, next quarter, next year, and so on
Prescriptive Analytics Tools
analyses that use simulations, which ask a series of what if type questions, and optimization techniques to find the most effective or best result, which helps firms better understand what they should do
Active Analytics Tools
artificial intelligence algorithms used to analyze input gathered from various data bases including data from the Internet of Things (IoT)
Ethics of Using Customer Information (privacy)
strong ethical orientation must be an integral part of a firm’s marketing strategy and decision making
extremely important for marketers to adhere to ethical practices when conducting marketing research
2) CHAPTER 9: Segmentation, Targeting, and Positioning
2) CHAPTER 9: Segmentation, Targeting, and Positioning
STP Process (Segmentation, Targeting, and Positioning)
markets generally employ a 5 step process for target market selection
Step 1: Establish the Overall Strategy or Objectives
derived from mission & objectives
consistent with SWOT
Step 2: Use Segmentation Methods
segmentation variables: characteristics of individuals, groups, or organizations used to divide a market into segments
multiple segmentation methods: often employ a combination of segmentation methods
Variables for Segmenting Consumer Markets
geographic, demographic, psychographic, benefit, and behavioral segmentation
Geographic Segmentation
organized customers into groups on the basis of where they live
Geographic Information Services (GIS)
area within region (state, city, neighborhoods, zip codes) most useful for companies whose products satisfy needs
Demographic Segmentation
most commonly use include age, gender, race, ethnicity, income, education, occupation, family size, family life cycle, religion, and social class
easy to identify and measure
Psychographic Segmentation
allows people to describe themselves using characteristics that help them choose how they occupy their time and what underlying psychological reasons determine these choices
self-values
lifestyle
VALS (Values, Attitudes, and Lifestyles): developed by SRI Consulting Business Intelligence, classifies consumers based on psychological characteristics that are correlated with purchase behavior and key demographics
self-concept
Benefit Segmentation
group of consumers on the basis of the benefits they derive from products or services
powerful tool
Behavioral Segmentation
occasion segmentation: heavy, moderate, or light use and nonusers
loyalty segmentation: loyal customers most profitable in the long term
Step 3: Evaluate Segment Attractiveness
5 factors: identifiable, sustainable, reachable, responsive, and profitable
Identifiable
who is in their market?
are the segments distinct from one another?
does each segment require a unique marketing mix?
Substantial
how large is the market segment in terms of size and buying power?
Reachable
can the market be reaches through persuasive communication and product distribution?
Responsive
customer must react similarly and positively to the firm’s offering
Profitable
assess potential profitability of each segment, both current and future
key factors to determine profitability:
current market growth
future market growth
market competitiveness
market access costs
Step 4: Select a Target Market
4 strategies
key factor is the marketer’s ability to pursue the market
Undifferentiated Targeting Strategy
customers have similar needs for a product
a single marketing mix directed at the entire market (mass marketing)
Differentiated Targeting Strategy
heterogeneous market
different offering for each market
Concentrated Targeting Strategy
targeting a single market segment using one marketing mix
Micromarketing or One to One
firms tailors a product or service to suit an individual customer
Step 5: Identify and Develop Positioning Strategy
market positioning: defining marketing mix variables so target customers have a clear, distinctive, desirable understanding of what the product does
Value Proposition
communication the customer benefits to be received from a product or service
4 value proposition components:
target market
offering name or brand
product/service category or concept
unique point of difference/benefits
4 Positioning Methods
value
salient attributes
symbols
competition
Positioning using Perceptional Mapping
displays in two or more dimensions
the position of products or brands in the consumers’ minds
ideal points: where a particular market segment’s ideal product would lie on the map
6 Positioning Steps to Derive a Perception Map
1) determine consumers’ perceptions & evaluations in relation to competitors
2) identify the market’s ideal points and size
3) identify competitors’ positions
4) determine consumers preferences
5) select the position
6) monitor the positioning strategy
3) CHAPTER 11: Product, Branding, and Packaging Decisions
3) CHAPTER 11: Product, Branding, and Packaging Decisions
Product
a good, service, or idea received in an exchange
Core Customer Value
basic problem-solving benefits that customers are seeking
Actual Product
brand name, quality level, packaging, features/design
Associated Services
financing, product warranty, product support
Consumer Products
products and services used by people for their personal use
4 types within this
convenience, shopping, specialty, and unsought products
Convenience Products
relatively inexpensive, frequently purchased items for which buyers exert minimal purchasing effort
Shopping Products
items where buyers are willing to extend considerable effort in planning and making purchases
more extensive search, available substitutes, and less frequent purchase
Specialty Products
items with unique characteristics that buyers are willing to expend considerable effort to obtain
require extensive search, generally higher price points, and no ready substitutes
Unsought Products
products purchased to solve a sudden problem
products that customers are unaware
products that people do not necessarily think of buying
no search, price is not important and purchase compelled
Business Products
not a consumer product!
products bought to use in a firm’s operations to resell or to make other products
purchased to satisfy the goals of the organization
Product Item
a specific version of a product that is distinct offering among an organizations line of products
Product Line
a group of closely relation product items viewed as a unit because of marketing, technical, or end-use considerations
Product Mix
total group of products that an organization makes available to customers
Depth of Product Mix
the number of products within a product line
change in depth
firms may add items to address changing consumer preferences or to preempt competitors while boosting sales
occasionally, it is also necessary to delete products to realign resources
Breadth of Product Mix
the number of product lines offered by the firm
change in breadth
firms often add new product lines to capture new or evolving markets
sometimes necessary to delete entire product lines to address changing market conditions or meet internal strategic priorities
Brands
increase awareness and provides a way to differentiate from competitors
consists of brand name, URLs, logos & symbols, characters, slogans, and jingles/sounds
Value of Branding for Customer & Firm
facilitate purchasing
establish loyalty
protect from price competition
are assets
affect market value
Brand Equity
the marketing and financial value associated with a brand’s strength in a market
4 elements of brand equity: brand name awareness, perceived value, brand associations, brand loyalty
Brand Name Awareness
the more aware consumers are with a brand, the higher the chances of purchase
Perceived Value
the relationship between a product’s benefits and its costs (quality)
Brand Associations
the mental and emotional links that consumers make between a brand and its key attributes
Brand Loyalty
occurs when a consumer buys the same brand’s product or service repeatedly over time rather than buying from multiple suppliers within the same category
brand-loyal customers are important source of value
Branding Strategies
includes brand ownership, naming brands/product lines, brand and line extension, co-branding, brand licensing, and brand repositioning
Brand Ownership
manufacturer or natural brands: initiated by producers to ensure that producers are identified with their products at the point of purchase
private distributor brands: initiated and owned by a reseller, manufacturers are not identified
Naming Brands and Product Lines
family brands: corporate name used across brands and product lines
ex) Heinz and Kraft
individual brands: products have individual identities
ex) General Mills has Bisquick, Gold Medal, Wheaties, and Yoplait
Brand and Line Extension
brand extensions: same brand name in different product line
line extensions: same brand name within the same product line
brand dilution: a brand is only as good as its last extension (too much)
Co-Branding
marketing two or more brands together
can enhance perceptions of quality through links between brands
Brand Licensing
common for toys, apparel, accessories, and entertainment products such as video games
Brand Repositioning
change in a brand’s focus
not without costs and risks
Packaging
come in different types and offer a variety of benefits to consumers, manufacturers, and retailers
important brand element that has more tangible or physical benefits than other brand elements have
primary and secondary packaging
Key Roles of Packaging
attracts the consumers’ attention
enables products to stand out from their competitors
allows for the same product to appeal to different markets with different sizes
a recent development is sustainable packaging
Labeling
label information is determined by regulations, varying country to country
requirements typically come from various laws
is a communication tool
4/5) CHAPTER 14/15: Pricing Concepts for Capturing Value
4/5) CHAPTER 14/15: Pricing Concepts for Capturing Value
5 C’s of Pricing