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Quantitative research methods

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Title: Quantitative research methods


1
Quantitative research methods
  • Module 1 Course
  • Session 7
  • Kim Schrøder

2
Agenda
  • Target group segmentation
  • Questionnaire design for survey research

3
Audience survey research
  • "Surveys gather information from people by asking
    them questions about themselves. Surveying
    implies space viewing a whole, such as a social
    landscape, from a particular vantage point"
    (Schrøder et al. 2003225) (Murray)
  • Ex. Australian Everyday Cultures Study
  • Surveys use questionnaires we concentrate on
    questionnaire construction, not the use of
    surveys or the statistical analysis of the data.
  • BUT FIRST

4
The logic of target group segmentation
  • The need to identify target groups (Ascheberg
    article)
  • The need to design relevant, meaningful
    communication
  • The need to identify groups that have shared
    universes of meaning and relevance
    (interpretative repertoires)
  • Traditional segmentation demographically defined
    groups social class (income, education), gender,
    age, urbanicity, ethnicity, etc.
  • This approach has increasing validity problems,
    due to

5
  • The late modern condition
  • Less stability, more 'mobility' in the social and
    cultural landscape
  • Interests and priorities are fluid, decreasing
    loyalty and stability (e.g. political
    inclination, product preferences, shopping
    patterns)
  • More freedom of choice cultural tastes,
    lifestyles, social values. Therefore
  • The demographic fallacy you miss the target!
  • The value segmentation alternative
  • SIGMA, SINUS, MINERVA, RISC, etc.

6
Value segmentation modelProcedure
  • Start with values, tastes, lifestyles ask people
    through a survey
  • Identify patterns here lifestyle segmentation!
  • Correllate with demographic variables there are
    correspondences with economic and cultural
    capital (Bourdieu 1979/1984, Dahl 1996)
  • P. Bourdieu, Distinction. A social critique of
    the judgement of taste, 1979/1984, London RKP.
  • Henrik Dahl, "Sociologi og målgrupper. Nogle
    erfaringer med at operationalisere Bourdieu",
    MedieKultur 24, 1996.

7
How to do lifestyle segmentation
  • Empirical generation of set of values/tastes
    (through qualitative interviews)
  • Mapping value- and taste relations in the
    sociocultural landscape Minerva Value Chart
    (through surveys, correspondence analysis)
  • Correllate value chart with social theory what
    does the value pattern mean? The search for
    generative causes Innovation/Tradition,
    Idealism/Pragmaticism.
  • Other segmentation models SIGMA/SINU, KOMPAS
    (left/right mirror!).
  • Relate RISC/Minerva value chart to people
    individuals and groups 4 colours / 4 corners of
    the world

8
Minerva value chart
9
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10
Gallup Kompas
11
The 4 Minerva (colour) segments
  • BLUE (north-west) Pragmatic-innovative,
    self-confident, consumption-oriented, rich in
    economic and cultural capital (esp. the former).
    Central values technology, challenge, work over
    leisure. Business manager.
  • GREEN (north-east) Idealistic-innovative,
    goal-oriented, 'good taste', ecological
    attitudes, rich in cultural capital not quite
    matched by economic capital. Central values
    personal expression, the environment before
    industry, heterarchy. Highschool teacher.

12
  • PINK (south-east) Idealistic-traditional,
    family- and health-oriented, more cultural than
    economic capital, but not too much of either.
    Central values fitness and health, exploring
    mental frontiers, fear of technology. Office
    worker, health care worker.
  • PURPLE (south-west) Pragmatic-traditional,
    stability-oriented, low in both economic and
    cultural capital, tending towards the
    underprivileged Central values conformity,
    selfishness, economic security. Unskilled
    labourer.

13
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14
How to do lifestyle segmentation (2)
  • 6. Once you have identified the segments Locate
    specific consumption/political/cultural practices
    in the chart
  • Newspaper/magazine readers, TV-channel and
    program viewers, etc.
  • Holiday makers by holiday type
  • Car owners by brand preference
  • Political party voters
  • Overweight, fast-food individuals
  • Alcohol, smoking individuals
  • Etc.
  • 7. Plan the media exposure of your target group

15
Benefits of the segmentation model
  • Improving campaign aim the model is 'rifle
    ammunition'!
  • Knowledge of the value/meaning universe of the
    target group
  • Appeal to the values that are relevant to the
    intended recipients
  • Choose the media that fit your product's consumer
    profile
  • A new theoretical relationship between
    individuals, groups and the wider social
    structure (e.g. Bourdieu habitus practices,
    capital, etc.)

16
Segmentation exercise
  • Test yourself on the Gallup KOMPAS website
    www.tns-gallup.dk/test/kompas.asp
  • One Dane in each group
  • Each group chooses one member as guinea pig
    he/she fills out the questionnaire
  • Bring the KOMPAS profile back to the class.

17
Critical comments to test
  • Reductionism Minerva has only 4 segments. Kompas
    has 8, Sigma 10. This doesn't do justice to the
    complexity of lifestyles.
  • Inaccuracy a certain margin of error, esp. with
    the shorthand versions (MiniRISC Kompas
    self-test battery)

18
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19
Questionnaire construction(Researching Audiences
ch. 13)
  • The questionnaire is a lens it determines what
    you can see choose the right one!
  • A survey delivers a snapshot of the target group
  • The photography metaphor useful because it
    alerts us to the constructedness in many
    dimensions of surveys
  • "Apparently documentary in its realism, but
    equally constructive of its object" (245)

20
The survey as process The photo metaphor
  • Choosing the lens
  • Setting the F-stop (aperture) how much light to
    let in (closed- vs. open-ended)
  • Focus behavioral, knowledge, attitudes,
    emotions.
  • Camera angles (question types) dichotomous,
    ranking, rating, trade-offs.
  • Dark room, developing the film interpretation
  • Coding for the database. Numbers, percentages,
    means/medians, cross-tabulation, regression,
    cluster, factor.
  • The photo gallery writing it up and
    communicating findings

21
Designing a questionnaire
  • Many aspects of questionnaire construction are
    shared with qualitative fieldwork design (because
    verbal)
  • Rapport, trust
  • Ethics of interaction (anonymity, intrusion)
  • Epistemology (playing the interview game, the
    halo effect, managing non-attitudes, saying
    versus doing, lying, etc.)

22
Exercise for Session 7Designing a questionnaire
  • Scenario A qualitative study of the Danes' use
    of news media as a democratic resource found
    that
  • "any evaluation of the Danish news market must
    now also take into account the growing readiness
    of large sections of the Danish population to
    supplement a staple diet of Danish media with
    English and American ones, especially
    international TV channels like CNN and BBC World,
    and Internet based news sources. Consequently,
    assessment of the democratic enlightenment of the
    Danish population must include the extent to
    which Danes draw on news sources in English"
    (K.C. Schrøder L. Phillips

23
Designing a questionnaire (cont.)
  • Topic of investigation The use of international
    media in English among the Danish population.
  • Task With a maximum of app. 10 questions, design
    a questionnaire that explores the topic of
    investigation. Bring the draft questionnaire to
    the next class on a USB, or email it to your own
    email account so that you may access it from
    campus.
  • Now group members compare notes, produce a
    common product.
  • Discussion of draft questionnaire by KSc.
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