Rating Scales 2003

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    A rating scale is a set of categories designed toelicit information about a quantitative or aqualitative attribute.

    In psychometrics, rating scales are oftenreferenced to a statement which expresses anattitude or perception toward something.

    The basic feature of any rating scale is that itconsists of a number of categories. These areusually assigned integers.

    An example of the use of a Likert scale:

    Statement: I could not live without my computer.Response options: 1. Strongly Disagree2. Disagree3. Agree

    4. Strongly Agree

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    Thurstone method of equal appearing intervals

    Guttman cumulative Scale(Scalogram)

    Likert method of summated rating

    Semantic differential

    Graphic rating

    Magnitude scaling

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    Items are formed

    Panel of experts assigns values from 1 to 11 to each

    item

    Mean or median scores are calculated for each item

    Select statements evenly spread across the scale

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    Attitude towards Contraception

    How favourable Value on 11- Itempoint scale

    Least 1.3 Practising contraception should be punishable by law.

    3.6 Contraception is morally wrong in spite of possible benefits.

    Neutral 5.4 Contraception has both advantages and disadvantages.

    7.6 Contraception is a legitimate health measure.

    9.6 Contraception is the only solution to many of our social

    problems.

    Most 10.3 We should not only allow but enforce limitation on family size

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    Also known as Scalograms

    Both the respondents and items are ranked

    Cutting points are determined (Goodenough-Edwards technique)

    Coefficient of Reproducibility (CReg) - ameasure of goodness of fit between the

    observed and predicted ideal responsepatterns

    Keep items with CReg of 0.90 or higher

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    Items on a Guttman Cummulative

    Scale

    GUTTMAN SCALE

    Attitude towards mixed-ethnic housingow acceptable Statement

    Least Generally speaking, people should be able to live anywhere they want.Real estate agencies should not discriminate against minority groups.

    The local council should actively support the idea of open housing.

    There should be a local review board that would rule on cases of

    extreme discrimination in housing.

    Most There should be laws to enforce mixed-ethnic housing.

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    1 2 3 4 5 6 7

    STRONGLYAPPROVE

    NEUTRAL STRONGLYDISAPPROVE

    Are you favour of having nuclear power plants in Britain?

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    Semantic Differential Scale

    GOOD BAD

    STRONG WEAK

    FAST SLOW

    SEMANTIC DIFFERENTIAL SCALE

    Nuclear power

    Osgood presented the concept directly and asked the

    individual to react to it through the use of a number of scales

    bounded by bipolaradjectives

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    Respondents mark their response on acontinuum

    Taste of my soft drink is:

    Very important Unimportant

    X

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    Invented in 1935 by Stephenson(physicist/psychologist) Aim to account for subjectivity e.g

    appraisal of health care

    political attitudes

    anything that is difficult to quantify and enumerate

    Free software packages (e.g. Qmethod, Atkinson,1992) are available via the web.

    http://www.rz.unibw-muenchen.de/~p41bsmk/qmethod/

    http://www.qmethod.org/

    Q-sort is the basis of Q Method i.e. obtain responses to a statement from strongly agree (+4) to

    strongly disagree (-4)

    rank order the responses.

    http://www.rz.unibw-muenchen.de/~p41bsmk/qmethod/http://www.qmethod.org/http://www.qmethod.org/http://www.rz.unibw-muenchen.de/~p41bsmk/qmethod/
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    Typically, in a Q methodological study people arepresented with a sample of statements about sometopic, called the Q-set.

    Respondents, called the P-set, are asked to rank-order the statements from their individual point ofview, according to some preference, judgement orfeeling about them.

    By Q sorting people give their subjective meaning tothe statements, and by doing so reveal their subjectiveviewpoint (Smith 2001) or personal profile

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    q

    Create Nine Columns44 Total Needs, Prioritized from 1 to 9

    1

    2

    5

    910

    9

    5

    2

    10

    1

    2

    3

    4

    5

    6

    78

    9

    10

    Highest

    Priority

    Third

    Highest

    Priority

    Fif th

    Highest

    Priority

    Seventh

    Highest

    Priority

    Lowest

    Priority

    Number

    of

    Individual

    Needs

    Per

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    Highest

    Priority

    Second

    HighestPriority

    Fourth

    HighestPriority

    Fifth

    HighestPriority

    Sixth

    HighestPriority

    Seventh

    HighestPriority

    Eighth

    HighestPriority

    Lowest

    Priority

    Third

    HighestPriority

    1 Need

    10Needs9 Needs

    5Needs

    2Needs

    9 Needs

    5Needs

    2Needs1 Need

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    These individual rankings (or viewpoints) arethen subject to factor analysis.

    Correlation between personal profiles then

    indicates similar viewpoints, or segments ofsubjectivity which exist

    By correlating people, Q factor analysis givesinformation about similarities and differences in

    viewpoint on a particular subject The factors resulting from Q analysis thus

    represent clusters of subjectivity

    Q can be very helpful in exploring tastes,preferences, sentiments, motives and goals, thepart of personality that is of great influence onbehaviour but that often remains largelyunexplored

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