Ch 5 4The Significance of Research Design designs that can be successfully matched to given problems and research objectives, and they serve the researcher much like the blueprint serves
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Research Design
decisions that make up the master
plan specifying the methods and
procedures for collecting and
analyzing the needed information
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The Significance of Research Design
objective may be unique there are
enough similarities that allow us to
make some decisions in advance
about the best plan to resolve the
problem
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The Significance of Research Design
designs that can be successfully
matched to given problems and
research objectives, and they serve the researcher much like the blueprint serves the builder
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Types of Research Design
• Three traditional categories:
– Descriptive
design depends largely on the
objectives of the research and how much is known about the problem
and research objectives
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Basic Research Objectives and
Research Design
Research Objective Appropriate Design
To gain background information, Exploratory
to define terms, to clarify
problems and hypotheses,
to establish research priorities
To describe and measure marketing Descriptive
phenomena at a point in time
To determine causality, Causal
to make “if-then” statements
Trang 7design is a step-by-step process in terms of the order in which design should be carried out Many research projects use only one design.
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Exploratory Research
commonly unstructured, informal
research that is undertaken to gain
background information about the
general nature of the research
problem
formal set of objectives, sample plan,
or questionnaire
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Exploratory Research
researcher does not know much
about the problems
conducted at the outset of research projects
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(refine research objectives)
– Establish Research Priorities
•Many questions; many sources
•Defining the problem; getting a “feel”
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Descriptive Research
describe answers to questions of
who, what, where, when, and how
when we wish to project a study’s
findings to a larger population, if the study’s sample is representative
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Classification of Descriptive
Research Studies
units from a sample of the population
at only one point in time
sectional studies whose samples are drawn in such a way as to be representative of a specific
population
presented with a margin of error
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Classification of Descriptive
Research Studies
“snapshots” of the population at a
point in time
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Classification of Descriptive
Research Studies
measure the same sample units of a population over time
of a panel which represents sample units who have agreed to answer
questions at periodic intervals
panels of consumers.
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Descriptive Research
•Many questions; one or few sources
•Formal sample and questionnaire Panel Results
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Marketing Research Panels
members the same questions on
each panel measurement
from one panel measurement to the next
omnibus (“including or covering many things or classes”)
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Marketing Research Panels –
Discontinuous Panels
advantage of being able to access
large groups of people who have
made themselves available for
research
sources of information that may be
quickly accessed for a wide variety of purposes
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Marketing Research Panels –
Continuous Panels
differently from discontinuous panels in that one may use data from continuous panels to gain insights into changes in consumers’ purchases, attitudes, etc
are used to illustrate how consumers change brands, and market-tracking
studies track some variable of interest over time
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Milk Bones with a strategy to win
back market share
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Longitudinal Data Analysis
50 families to Beggar’s Bits
Beggar’s Bits families
Beggar’s Bits families
competition…Not Milk Bone!
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Experiments
manipulating an independent variable
to see how it affects a dependent
variable, while also controlling the
effects of additional extraneous
variables
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Independent Variable
variables which the researcher has control over and wishes to
manipulate
expenditure; type of ad appeal;
price; product features, etc
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Dependent Variables
variables that we have little or no
direct control over, yet we have a
strong interest in
investment, net profits, market share, customer satisfaction
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Extraneous Variables
variables that may have some effect
on a dependent variable yet are not independent variables
controlled through proper
experimental design
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Experimental Design
for devising an experimental setting such that a change in a dependent
variable may be attributed solely to the change in an independent
variable
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Pretest and Posttest
the dependent variable taken prior to changing the independent variable
dependent variable after changing
the independent variable
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A “True” Experimental Design
that truly isolates the effects of the
independent variable on the
dependent variable while controlling for the effects of any extraneous
variables
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Control of Extraneous
Variables
subjects have not been exposed to
the change in the independent
variable
has been exposed to a change in the experimental variable
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A “True” Experimental Design
– Control group: O3 O4
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How Valid are Experiments?
• An experiment is valid if it has:
the extent to which the change in the dependent variable is actually due to the change in the
independent variable
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How Valid are Experiments?
• An experiment is valid if it has:
– External validity: which refers to the extent that the relationship
observed between the independent and dependent variables during the experiment is generalizable to the
“real world.”
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Types of Experiments
which the independent variable is
manipulated and measures of the
dependent variable are taken in a
contrived, artificial setting for the
purpose of controlling the many
possible extraneous variables that
may affect the dependent variable
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Types of Experiments
the independent variables are
manipulated and the measurements
of the dependent variable are made
on test units in their natural setting
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Test Marketing
commonly used to indicate an
experiment, study, or test that is
conducted in a field setting
– To test sales potential for a new
product or service
mix for a product or service
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Types of Test Markets
the firm tests the product and/or
marketing mix variables through the company’s normal distribution
channels
are conducted by outside research
firms that guarantee distribution of
the product through prespecified
types and numbers of distributors
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Types of Test Markets
a panel of customers have agreed to
carry identification cards that each
consumer presents when buying goods and services
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Types of Test Markets
a limited amount of data on consumer response to a new product is fed into a model containing certain assumptions regarding planned marketing
programs, which generate likely sales volume
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Test Markets
consumer markets and industrial B2B markets as well
• Lead country test market: test
marketing conducted in specific
foreign countries that seem good
predictors for an entire continent
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Criteria for Selecting Test
Markets
match the total market?
are isolated markets; Los Angeles is
not
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Criteria for Selecting Test
Markets
• Ability to control distribution and
promotion: Are there preexisting
arrangements to distribute the new
product in selected channels of
distribution? Are local media designed
to test variations of promotional
messages?
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Test Marketing
• Pros:
forecasting future sales
– Allows firms the opportunity to
pretest marketing mix variables