3996-3707_malhotra_mr05_ppt_03

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    Research Design

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    Research Design: Definition

    Aresearch design is a framework or blueprint

    for conducting the marketing research project.

    It details the procedures necessary for obtaining

    the information needed to structure or solve

    marketing research problems.

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    A Classification of MarketingResearch Designs

    Single Cross-Sectional Design

    Multiple Cross-Sectional Design

    Research Design

    Conclusive

    Research Design

    Exploratory

    Research Design

    DescriptiveResearch

    CausalResearch

    Cross-SectionalDesign

    LongitudinalDesign

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    Exploratory & ConclusiveResearch Differences

    Objective:

    Character-istics:

    Findings/Results:

    Outcome:

    To provide insights andunderstanding.

    Information needed is definedonly loosely. Research process isflexible and unstructured.Sample is small and non-representative. Analysis ofprimary data is qualitative.

    Tentative.

    Generally followed by furtherexploratory or conclusiveresearch.

    To test specific hypotheses andexamine relationships.

    Information needed is clearlydefined. Research process is formaland structured. Sample is large andrepresentative. Data analysis isquantitative.

    Conclusive.

    Findings used as input into decisionmaking.

    Exploratory Conclusive

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    A Comparison of BasicResearch Designs

    Objective:

    Characteristics:

    Methods:

    Discovery of ideasand insights

    Flexible, versatile

    Often the front endof total research

    design

    Expert surveysPilot surveysSecondary data:qualitative analysis

    Qualitative research

    Describe marketcharacteristics orfunctions

    Marked by the priorformulation of specifichypotheses

    Preplanned andstructured design

    Secondary data:quantitative analysisSurveysPanels

    Observation and otherdata

    Determine causeand effectrelationships

    Manipulation ofone or moreindependentvariables

    Control of other

    mediatingvariables

    Experiments

    Exploratory Descriptive Causal

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    Uses of Exploratory Research

    Formulate a problem or define a problem moreprecisely

    Identify alternative courses of action

    Develop hypotheses

    Isolate key variables and relationships forfurther examination

    Gain insights for developing an approach to theproblem

    Establish priorities for further research

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    U

    se of Descriptive Research To describe the characteristics of relevant groups,

    such as consumers, salespeople, organizations, ormarket areas.

    To estimate the percentage of units in a specifiedpopulation exhibiting a certain behavior.

    To determine the perceptions of productcharacteristics.

    To determine the degree to which marketingvariables are associated.

    To make specific predictions.

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    Methods of Descriptive Research

    Secondary data analyzed in a

    quantitative as opposed to a qualitativemanner

    Surveys

    Panels

    Observational and other data

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    Cross-sectional Designs

    Involve the collection of information from any givensample of population elements only once.

    In single cross-sectional designs, there is only onesample of respondents and information is obtained from

    this sample only once. In multiple cross-sectional designs, there are two or

    more samples of respondents, and information from eachsample is obtained only once. Often, information fromdifferent samples is obtained at different times.

    Cohort analysis consists of a series of surveysconducted at appropriate time intervals, where the cohortserves as the basic unit of analysis. A cohort is a groupof respondents who experience the same event withinthe same time interval.

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    Consumption of Various Soft Drinks byVarious Age Cohorts

    8-1920-2930-3940-4950+

    Age 1960 1969 19791950

    52.945.233.923.218.1

    62.660.746.640.828.8

    C1

    73.276.067.758.650.0

    C2

    81.075.871.467.851.9

    C3

    C8C7C6C5

    C4C1: cohort born prior to 1900C2: cohort born 1901-10C3: cohort born 1911-20

    C4: cohort born 1921-30

    C5: cohort born 1931-40C6: cohort born 1940-49C7: cohort born 1950-59

    C8: cohort born 1960-69

    Percentage consuming on a typical day

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    Longitudinal Designs

    A fixed sample (or samples) of population

    elements is measured repeatedly on the samevariables

    A longitudinal design differs from a cross-sectional design in that the sample or samples

    remain the same over time

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    Cross-sectional vs. Longitudinal

    Sample

    Surveyed

    at T1

    Sample

    Surveyed

    at T1

    Same

    Sample

    also

    Surveyedat T2

    T1 T2

    Cross-

    Sectional

    Design

    Longitudinal

    Design

    Time

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    Relative Advantages and Disadvantages ofLongitudinal and Cross-Sectional Designs

    Evaluation Criteria

    Cross-SectionalDesign

    LongitudinalDesign

    Detecting ChangeLarge amount of data collectionAccuracyRepresentative SamplingResponse bias

    ---++

    +++--

    Note: A + indicates a relative advantage over the otherdesign, whereas a - indicates a relative disadvantage.

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    Cross-Sectional Data May NotShow Change

    Brand Purchased Time Period

    Period 1 Period 2Survey Survey

    Brand A 200 200Brand B 300 300

    Brand C 500 500Total 1000 1000

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    Longitudinal Data May ShowSubstantial Change

    BrandPurchased

    in Period 1

    Brand Purchased in Period 2

    Brand A Brand B Brand C Total

    Brand ABrand BBrand CTotal

    1002575

    200

    50100150300

    50175275500

    2003005001000

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    Uses of Casual Research

    To understand which variables are the cause

    (independent variables) and which variables are theeffect (dependent variables) of a phenomenon

    To determine the nature of the relationship betweenthe causal variables and the effect to be predicted

    METHOD: Experiments