measurement of scales 01
TRANSCRIPT
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PRESENTED TO :
PROF. SANJEEVNI GANGWANI
PRESENTED BY :
NIDHI KALA
SWATI GUPTA
VISMAY YADAV
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INTRODUCTION
y In social science research we have to deal with various
social and psychological variables. Their measurement isone of the vital stages in the research process.
Scales are devised for measurement ofthese variables. During the past few decades thousands of
scales have been designed by researchers in sociology,psychology, education, ethics, behavioural science,economics, administration and other fields.
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Scaling refers to the procedure by whichnumbers or scores assigned to the various
degrees of opinions, attitude and otherconcepts.
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SCALES CLASSIFICATION
Subjectmatter
Scalingmethods ortechniques
Scalefunction
Levels ofmeasurement
No ofDimensions
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Subject matter
Attitude
SocialDistance
Socio-economic
status
Othervariables
Scale function
PredictiveScales
Reproductive
Level ofmeasurements
Nominal
Ordinal
Interval
RatioScales
No ofDimensions
Unidimensional
Multidimensi
onal
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SCALINGTECHNIQUES
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An Arbitrary Scale is constructed by assigning arbitrary numerical valuesto the responses to a set of questions appropriate to a given attribute.
For ex : A companys image among its employees may be measuredthrough Arbitrary method.
MERITS :
1) Easy & quick to construct
2) Specific to the content of interest
3) Inexpensive & quite adequate
DEMERITS :
1) Based on respondents subjective knowledge
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In judgement scaling a large no of items ( statements) are constructed. Ano of edges are asked to evaluate the items and determine their relevanceto the topic area, clarity and degrees of favourableness towards theobject. The most widely known example for this type is the THURSTONEDIFFERENTIAL SCALE.
L. L. Thurstones technique, is one of the most importantmethodological contributions to attitude scale construction.
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In this, each item is evaluated on the basis of how well it discriminatesbetween those persons whose total score is high and those whole score is
low. The most popular scale using this approach is Likerts scale ofsummated rating.
Likert scale is by far the most popular of all measurement scales. It ismeant for measuring ordinal attributes like attitude. It is designed tomeasure the intensity with which an attitude is expressed.
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This scale consists of a no of statements which express either afavourable or unfavourable attitude towards the object of study. Therespondent is asked to respond to each statement in terms of 5 degreesof agreement (3 & 7 point scales are also used).
A few example from a job satisfaction scale developed by Brayfield and
Rothe are :
Stronglyagree
agree undecided disagree Stronglydisagree
My job is like ahobby to me 5 4 3 2 1
I consider my jobrather unpleasant
1 2 3 4 5
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Rating means measuring an attribute of objects or persons byjudgement in a continuum. It gives a measure of ones actual positionon the judgement continuum. For example, school marks or grades;
performance appraisal rating of an employee in an organization.
FORMS OF RATING SCALE
1) Graphic rating scale2) Itemized scale
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Three point scale
Four point Scale
Longer scale
Good bad
Modern old
Fair unfair
Greater-above average
Equal-Average
Less-Below average
Many-Excellent-
Highest
Some-Good-
Next highest
Few-Fair
Next lowest
Some-Poor-
lowest
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A ranking scale is meant for arranging objects or persons in order frommost to least with regard to some attribute.
Eg. Ranking students according to their performance in anexaminations, two wheelers in order of fuel efficiency etc.
Methods of ranking
1) Simple ranking
2) Paired comparison method
3) Method of successive categories.
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Under this method, from a respondents total score, it is possible toknow which item he has answered positively.
This method is developed by Guttman for scaling quantitative data.
Advantages:
1) Scale is highly reliable
2) The scale is determined by respondents not by researchers
subjective judgement.Disadvantages :
1) The scale does not have equal appearing intervals.
2) Designing the scale is tedious and complex.
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This technique is developed to identify the multi dimensions ofa complex attitude. It is a statistical technique based on intercorrelations among all the items in a scale in order to uncover
the underlying dimensions or factors.
There are three types of factor :
1) A general factor that contributes to all the item in a scale
2) A group factor contributes two or more, but not to all items
3) A specific factor contributes to just one item.
The group and general factors are termed as common factors.
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Validity is an important requirement of a measuringinstrument. Validity means the effectiveness (success) of an
instrument in measuring the specific property which it intendsto measure.
A measurement procedure is valid to the degree that itmeasures what it purports to measure.
Types of validity :
1) Content
2) Predictive
3) Construct
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Reliability means the ability of a measuring instrument to giveaccurate and consistent result.
Reliability has two aspects :
Stability
Non variability or equivalence
Methods of reliability :
Test retest method
Parallel forms technique
Split half method